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<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: End-to-End Trai...
memwrap/qasper
{ "ground_truth": { "answer": "3,044 sentences in 100 dialogs", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1911.10742", "question_id": "397a1e851aab41c455c2b284f5e4947500d797f0", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: End-to-End Trai...
memwrap/qasper
{ "ground_truth": { "answer": "using a role-playing task on the Amazon Mechanical Turk platform and collecting typed conversations", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1911.10742", "question_id": "cc8b4ed3985f9bfbe1b5d7761b31d9bd6a965444", "varian...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: End-to-End Trai...
memwrap/qasper
{ "ground_truth": { "answer": "TransferTransfo and Hybrid", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1911.10742", "question_id": "f7662b11e87c1e051e13799413f3db459ac3e19c", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: End-to-End Trai...
memwrap/qasper
{ "ground_truth": { "answer": "Perplexity Response-Intent Prediction (RIP) Response-Slot Prediction (RSP) Extended Response-Intent Prediction (ERIP) Extended Response-Slot Prediction (ERSP) Fluency Coherence Engagement Dialog length Task Success Score (TaskSuc)", "answer_type": "extractive" }, "scoring_fu...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: OpenTapioca: Li...
memwrap/qasper
{ "ground_truth": { "answer": "The model improves the state of the art performance for the ISTEX dataset (F1 micro: 0.870, F1 macro: 0.858) and for the Microposts 2016 dataset (F1 micro: 0.087).", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1904.09131", "qu...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Spotting Rumors...
memwrap/qasper
{ "ground_truth": { "answer": "two state-of-the-art early rumour detection baselines Liu et. al (2015) and Yang et. al (2012), which we re-implemented. Yang et. al (2012), dubbed Yang, because they proposed a feature set for early detection tailored to Sina Weibo and were used as a state-of-the-art baseline befor...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Spotting Rumors...
memwrap/qasper
{ "ground_truth": { "answer": "accuracy to evaluate effectiveness Detection Error Trade-off (DET) curves, which show the trade-off between miss and false alarm probability throughput per second", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1611.06322", "que...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Spotting Rumors...
memwrap/qasper
{ "ground_truth": { "answer": "No. They additionally use similarity to previously detected rumors to make the decision of whether a document is likely to be a rumor", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1611.06322", "question_id": "8cbe3fa4ec0f66071e...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Spotting Rumors...
memwrap/qasper
{ "ground_truth": { "answer": "Yes", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1611.06322", "question_id": "85e417231a4bbb6691f7a89bd81710525f8fec4c", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Spotting Rumors...
memwrap/qasper
{ "ground_truth": { "answer": "Chinese", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1611.06322", "question_id": "57ee20f494d8ce3fae46028c3f3551d180dba3e0", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Spotting Rumors...
memwrap/qasper
{ "ground_truth": { "answer": "the presence of information unconfirmed by the official media is construed as an indication of being a rumour.", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1611.06322", "question_id": "2974237446d04da33b78ce6d22a477cdf80877b7...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Sentence Level ...
memwrap/qasper
{ "ground_truth": { "answer": "LDA Doc-NADE HTMM GMNTM", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1604.02038", "question_id": "bc8526d4805e2554adb2e9c01736d3f3a3b19895", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Sentence Level ...
memwrap/qasper
{ "ground_truth": { "answer": "generative model evaluation (i.e. test set perplexity) and document classification", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1604.02038", "question_id": "a0fd0c0fe042ad045b8d5095c81643ef3a352b81", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: TENER: Adapting...
memwrap/qasper
{ "ground_truth": { "answer": "CoNLL2003 OntoNotes 5.0 OntoNotes 4.0. Chinese NER dataset MSRA Weibo NER Resume NER", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1911.04474", "question_id": "6e040e80f2da69d50386a90a38ed6d2fa4f77bbd", "variant": "memwrap" ...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: TENER: Adapting...
memwrap/qasper
{ "ground_truth": { "answer": "by using an relative sinusodial positional embedding and unscaled attention", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1911.04474", "question_id": "aebd1f0d728d0de5f76238844da044a44109f76f", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: TENER: Adapting...
memwrap/qasper
{ "ground_truth": { "answer": "No", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1911.04474", "question_id": "cb4086ad022197da79f28dc609d0de90108c4543", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Knowledge Autho...
memwrap/qasper
{ "ground_truth": { "answer": "95.6% on knowledge authoring, 95% on the manually constructed QA dataset and 100% accuracy on the MetaQA dataset", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1905.00840", "question_id": "756a8a9125e6984e0ca768b653c6c760efa3db6...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Knowledge Autho...
memwrap/qasper
{ "ground_truth": { "answer": "SEMAFOR SLING Stanford KBP", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1905.00840", "question_id": "fe52b093735bb456d7e699aa9a2b806d2b498ba0", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Knowledge Autho...
memwrap/qasper
{ "ground_truth": { "answer": "dataset consisting 250 sentences adapted from FrameNet exemplar sentences, dataset consisting general questions based on 50 logical framesderived from FrameNet, MetaQA dataset", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1905.00...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Italian Event D...
memwrap/qasper
{ "ground_truth": { "answer": "adaptation of a state-of-the-art sequence to sequence (seq2seq) neural system to event detection and classification for Italian in a single step approach investigation on the quality of existing Italian word embeddings for this task a comparison against a state-of-the-art discrete c...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Italian Event D...
memwrap/qasper
{ "ground_truth": { "answer": "cascade of two SVM classifiers (one for detection and one for classification) based on rich linguistic features", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1810.02229", "question_id": "e42916924b69cab1df25d3b4e6072feaa0ba808...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Italian Event D...
memwrap/qasper
{ "ground_truth": { "answer": "Yes", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1810.02229", "question_id": "079ca5810060e1cdc12b5935d8c248492f0478b9", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Automatically I...
memwrap/qasper
{ "ground_truth": { "answer": "Given a cluster, our algorithm proceeds with the following three steps:\n\nSense disambiguation: The goal is to assign each cluster word to one of its WordNet synsets; let $S$ represent the collection of chosen synsets. We know that these words have been clustered in domain-specific...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Automatically I...
memwrap/qasper
{ "ground_truth": { "answer": "First, we trained domain-specific word embeddings using the Word2Vec BIBREF33 CBOW model ($w \\in R^{100}$). Then, we used k-means clustering to cluster the embeddings of the gender-associated words. Since k-means may converge at local optima, we ran the algorithm 50 times and kept ...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Automatically I...
memwrap/qasper
{ "ground_truth": { "answer": "300K sentences in each dataset", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.00091", "question_id": "d39059340a79bdc0ebab80ad3308e3037d7d5773", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Automatically I...
memwrap/qasper
{ "ground_truth": { "answer": "The authors contrasted human evaluations against a random baseline, and used the centroid of the cluster as a strong baseline.", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.00091", "question_id": "31d4b0204702907dc0cd0f394...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: A Crowd-based E...
memwrap/qasper
{ "ground_truth": { "answer": "either by refusing politely, or, with flirtatious responses, or, by retaliating", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.04387", "question_id": "371433bd3fb5042bacec4dfad3cfff66147c14f0", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: A Crowd-based E...
memwrap/qasper
{ "ground_truth": { "answer": "600K", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.04387", "question_id": "f64449a21c452bc5395a0f0a49fb49825e6385f4", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: A Crowd-based E...
memwrap/qasper
{ "ground_truth": { "answer": "14", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.04387", "question_id": "3aeb25e334c8129b376f11c7077bcb2dd54f7e0e", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: A Dataset of Ge...
memwrap/qasper
{ "ground_truth": { "answer": "No", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "2003.13016", "question_id": "c19e9fd2f1c969e023fb99b74e78eb1f3db8e162", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Character-Level...
memwrap/qasper
{ "ground_truth": { "answer": "agglutinative and fusional languages", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1805.11937", "question_id": "230ff86b7b90b87c33c53014bb1e9c582dfc107f", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Character-Level...
memwrap/qasper
{ "ground_truth": { "answer": "Yes", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1805.11937", "question_id": "dc23006d67f20f430f1483398de4a89c0be4efe2", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Character-Level...
memwrap/qasper
{ "ground_truth": { "answer": "char3 slides a character window of width $n=3$ over the token lemma of the token additional information for some languages, such as parts-of-speech tags for Turkish. Word segmenters such as Morfessor and Byte Pair Encoding (BPE) are other commonly used subword units. characters char...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Look, Read and ...
memwrap/qasper
{ "ground_truth": { "answer": "The Semantic Scholar corpus Springer Nature's SciGraph The Textbook Question Answering corpus Wikipedia Flickr30K and COCO", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.09070", "question_id": "b8a3ab219be6c1e6893fe80e1fbf...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Look, Read and ...
memwrap/qasper
{ "ground_truth": { "answer": "English", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.09070", "question_id": "780c7993d446cd63907bb38992a60bbac9cb42b1", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Look, Read and ...
memwrap/qasper
{ "ground_truth": { "answer": "HolE Vecsigrafo", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.09070", "question_id": "3da4606a884593f7702d098277b9a6ce207c080b", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Look, Read and ...
memwrap/qasper
{ "ground_truth": { "answer": "direct combination supervised pre-training", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.09070", "question_id": "91336f12ab94a844b66b607f8621eb8bbd209f32", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Look, Read and ...
memwrap/qasper
{ "ground_truth": { "answer": "No", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.09070", "question_id": "c5221bb28e58a4f13cf2eccce0e1b1bec7dd3c13", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Look, Read and ...
memwrap/qasper
{ "ground_truth": { "answer": "The Semantic Scholar corpus Springer Nature's SciGraph", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.09070", "question_id": "42a4ab4607a9eec42c427a817b7e898230d26444", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: EmoAtt at EmoIn...
memwrap/qasper
{ "ground_truth": { "answer": "No", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1708.05521", "question_id": "f54e19f7ecece1bb0ef3171403ae322ad572ff00", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: EmoAtt at EmoIn...
memwrap/qasper
{ "ground_truth": { "answer": "Weka baseline BIBREF5", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1708.05521", "question_id": "4137a82d7752be7a6c142ceb48ce784fd475fb06", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: EmoAtt at EmoIn...
memwrap/qasper
{ "ground_truth": { "answer": "Pearson correlation on sadness test data is 0.52, on joy test data is .537, on anger test data is 0.47, on fear data is 0.561.", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1708.05521", "question_id": "6c50871294562e4886ede8045...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: EmoAtt at EmoIn...
memwrap/qasper
{ "ground_truth": { "answer": "training, validation and test datasets provided for the shared task BIBREF5 , which include tweets for four emotions: joy, sadness, fear, and anger", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1708.05521", "question_id": "0ac...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Multilingual an...
memwrap/qasper
{ "ground_truth": { "answer": "rely on the general public opinion and common linguistic knowledge to assess how people view and react to hate speech", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1908.11049", "question_id": "ed44f7e698d6124cb86791841d02fc6f8...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Multilingual an...
memwrap/qasper
{ "ground_truth": { "answer": "English French Arabic", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1908.11049", "question_id": "d9e7633004ed1bc1ee45be58409bcc1fa6db59b2", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Multilingual an...
memwrap/qasper
{ "ground_truth": { "answer": "(a) whether the text is direct or indirect; (b) if it is offensive, disrespectful, hateful, fearful out of ignorance, abusive, or normal; (c) the attribute based on which it discriminates against an individual or a group of people; (d) the name of this group; and (e) how the annotat...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Multilingual an...
memwrap/qasper
{ "ground_truth": { "answer": "13 000 tweets", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1908.11049", "question_id": "9ef0d2365bde0d18054511fbb53cec5fa2cda5ee", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Semantic Web fo...
memwrap/qasper
{ "ground_truth": { "answer": "disambiguation Named Entities Non-standard speech Translating KBs", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1907.10676", "question_id": "cbb3c1c1e6e1818b6480f929f1c299eaa5ffd07a", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Semantic Web fo...
memwrap/qasper
{ "ground_truth": { "answer": "syntactic disambiguation problem which as yet lacks good solutions directly related to the ambiguity problem and therefore has to be resolved in that wider context In rare cases SMT can solve this problem, but considering that new idiomatic expressions appear every day and most of t...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Semantic Web fo...
memwrap/qasper
{ "ground_truth": { "answer": "Excessive focus on English and European languages limitations of SMT approaches for translating across domains no-standard speech texts from users morphologically rich languages parallel data for training differs widely from real user speech", "answer_type": "extractive" }, ...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Advancing Speec...
memwrap/qasper
{ "ground_truth": { "answer": "We extracted five statistical features for EEG, namely root mean square, zero crossing rate,moving window average,kurtosis and power spectral entropy BIBREF0 So in total we extracted 31(channels) X 5 or 155 features for EEG signals.The EEG features were extracted at a sampling frequ...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Advancing Speec...
memwrap/qasper
{ "ground_truth": { "answer": "two types of simultaneous speech EEG recording databases", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1906.08871", "question_id": "d36a6447bfe58204e0d29f9213d84be04d875624", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: LadaBERT: Light...
memwrap/qasper
{ "ground_truth": { "answer": "No", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "2004.04124", "question_id": "5ed02ae6c534cd49d405489990f0e4ba0330ff1b", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: LadaBERT: Light...
memwrap/qasper
{ "ground_truth": { "answer": "Yes", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "2004.04124", "question_id": "f6346828c2f44529dc307abf04dd246bfeb4a9b2", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: LadaBERT: Light...
memwrap/qasper
{ "ground_truth": { "answer": "MNLI-m, MNLI-mm, SST-2, QQP, QNLI", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "2004.04124", "question_id": "935873b97872820b7b6100d6a785fba286b94900", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Neural Summariz...
memwrap/qasper
{ "ground_truth": { "answer": "news articles", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1603.07252", "question_id": "f2bcfdbebb418e7da165c19b8c7167719432ee48", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Neural Summariz...
memwrap/qasper
{ "ground_truth": { "answer": "DUC 2002 document summarization corpus our own DailyMail news highlights corpus", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1603.07252", "question_id": "0fe49431db5ffaa24372919daf24d8f84117bfda", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Neural Summariz...
memwrap/qasper
{ "ground_truth": { "answer": "Yes", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1603.07252", "question_id": "0f9c1586f1b4b531fa4fd113e767d06af90b1ae8", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Improved Repres...
memwrap/qasper
{ "ground_truth": { "answer": "hypernym relations", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1708.00549", "question_id": "52faf319e37aa15fff1ab47f634a5a584dc42e75", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Improved Repres...
memwrap/qasper
{ "ground_truth": { "answer": "In these models, the inferred embedding space creates a globally consistent structured prediction of the ontology, rather than the local relation predictions of previous models.", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1708...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: A system for th...
memwrap/qasper
{ "ground_truth": { "answer": "Yes", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1905.00472", "question_id": "9c2cacf77041e02d38f92a4c490df1e04552f96f", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: A system for th...
memwrap/qasper
{ "ground_truth": { "answer": "unigrams and bigrams word2vec manually constructed lexica sentiment embeddings", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1905.00472", "question_id": "35cdaa0fff007add4a795850b139df80af7d1ffc", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: A system for th...
memwrap/qasper
{ "ground_truth": { "answer": "2", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1905.00472", "question_id": "3de3a083b8ba3086792d38ae9667e095070f7f37", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Classifying Dia...
memwrap/qasper
{ "ground_truth": { "answer": "spatial organisation discourse structure", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1912.02866", "question_id": "20632fc4d2b693b5aabfbbc99ee5c1e9fc485dea", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Classifying Dia...
memwrap/qasper
{ "ground_truth": { "answer": "The annotation for AI2D was\ncreated by crowd-sourced non-expert annotators on AMT while AI2D-RST covers a subset of diagrams from AI2D annotated by trained experts", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1912.02866", "qu...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Classifying Dia...
memwrap/qasper
{ "ground_truth": { "answer": "by using them as features in classifying diagrams and\ntheir parts using various graph neural networks.", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1912.02866", "question_id": "27356a99290fcc01e3e5660af3405d2a6c6f6e7c", "va...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Classifying Dia...
memwrap/qasper
{ "ground_truth": { "answer": "Amazon Mechanical Turk", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1912.02866", "question_id": "6e37f43f4f54ffc77c785d60c6058fbad2147922", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Classifying Dia...
memwrap/qasper
{ "ground_truth": { "answer": "Annotators trained on multimodality theory", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1912.02866", "question_id": "fff1ed2435ba622d884ecde377ff2de127167638", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Improved and Ro...
memwrap/qasper
{ "ground_truth": { "answer": "Recurrent Neural Networks Convolutional Neural Networks", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1812.00382", "question_id": "7ff7c286d3118a8be5688e2d18e9a56fe83679ad", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Improved and Ro...
memwrap/qasper
{ "ground_truth": { "answer": "Clueweb09", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1812.00382", "question_id": "1ecbbb60dc44a701e9c57c22167dd412711bb0be", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Improved and Ro...
memwrap/qasper
{ "ground_truth": { "answer": "semantic representations of word embeddings", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1812.00382", "question_id": "6822ca5f7a19866ffc3c985b790a4aadcecf2d1c", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Improved and Ro...
memwrap/qasper
{ "ground_truth": { "answer": "Yes", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1812.00382", "question_id": "60e6296ca2a697892bd67558a21a83ef01a38177", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Neural Language...
memwrap/qasper
{ "ground_truth": { "answer": "64M segments from YouTube videos", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1903.02930", "question_id": "9b868c7d17852f46a8fe725f24cb9548fdbd2b05", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Neural Language...
memwrap/qasper
{ "ground_truth": { "answer": "64M video segments with 1.2B tokens", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1903.02930", "question_id": "243cf21c4e34c4b91fcc4905aa4dc15a72087f0c", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Neural Language...
memwrap/qasper
{ "ground_truth": { "answer": "1500-dimensional vectors similar to those used for large scale image classification tasks.", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1903.02930", "question_id": "488e3c4fd1103c46e12815d1bf414a0356fb0d0e", "variant": "memw...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Can Neural Netw...
memwrap/qasper
{ "ground_truth": { "answer": "Yes", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1911.04873", "question_id": "84765903b8c7234ca2919d0a40e3c6a5bcedf45d", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Can Neural Netw...
memwrap/qasper
{ "ground_truth": { "answer": "NMT architecture BIBREF10", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1911.04873", "question_id": "38363a7ed250bc729508c4c1dc975696a65c53cb", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Can Neural Netw...
memwrap/qasper
{ "ground_truth": { "answer": "It is a process of translating a set of formal symbolic data to another set of formal symbolic data.", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1911.04873", "question_id": "e862ebfdb1b3425af65fec81c8984edca6f89a76", "varia...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Toward Interpre...
memwrap/qasper
{ "ground_truth": { "answer": "The experts define anchors and the model learns correlations between the anchors and latent topics.", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1606.07043", "question_id": "ec8f39d32084996ab825debd7113c71daac38b06", "varian...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Toward Interpre...
memwrap/qasper
{ "ground_truth": { "answer": "20 Newsgroups i2b2 2008 Obesity Challenge BIBREF22 data set", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1606.07043", "question_id": "a67a2d9acad1787b636ca2681330f4c29a0b0254", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Toward Interpre...
memwrap/qasper
{ "ground_truth": { "answer": "No", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1606.07043", "question_id": "1efaf3bcd66d1b6bdfb124f0cec0cfeee27e6124", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: F-Score Driven ...
memwrap/qasper
{ "ground_truth": { "answer": "For Named Entity, F-Score Driven I model had 49.40 F1 score, and F-Score Driven II model had 50.60 F1 score. In case of Nominal Mention, the scores were 58.16 and 59.32", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1611.04234",...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: F-Score Driven ...
memwrap/qasper
{ "ground_truth": { "answer": "Peng and Dredze peng-dredze:2016:P16-2", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1611.04234", "question_id": "2e4688205c8e344cded7a053b6014cce04ef1bd5", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: F-Score Driven ...
memwrap/qasper
{ "ground_truth": { "answer": "Sina Weibo service", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1611.04234", "question_id": "fc436a4f3674e42fb280378314bfe77ba0c99f2e", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: F-Score Driven ...
memwrap/qasper
{ "ground_truth": { "answer": "Peng and Dredze peng-dredze:2016:P16-2 Peng and Dredze peng-dredze:2016:P16-2 from Sina Weibo service", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1611.04234", "question_id": "a71fb012631e6a8854d5945b6d0ab2ab8e7b7ee6", "var...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Evaluating the ...
memwrap/qasper
{ "ground_truth": { "answer": "These include 3 classification tasks: NLI (XNLI dataset), document classification (MLDoc dataset) and intent classification, and 2 sequence tagging tasks: POS tagging and NER.", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.0...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Evaluating the ...
memwrap/qasper
{ "ground_truth": { "answer": "Yes", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.00437", "question_id": "088d42ecb1e15515f6a97a0da2fed81b61d61a23", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Evaluating the ...
memwrap/qasper
{ "ground_truth": { "answer": "No", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.00437", "question_id": "8599d6d14ac157169920c73b98a79737c7a68cf5", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Evaluating the ...
memwrap/qasper
{ "ground_truth": { "answer": "These languages are chosen based on intersection of languages for which POS labels are available in the universal dependencies dataset and the languages supported by our mNMT model", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: XPersona: Evalu...
memwrap/qasper
{ "ground_truth": { "answer": "They use automatic evaluation using perplexity and BLEU scores with reference to the human-annotated responses and human evaluation on interestingness, engagingness, and humanness.", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "20...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: XPersona: Evalu...
memwrap/qasper
{ "ground_truth": { "answer": "significant gap between the cross-lingual model and other models Table TABREF20", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "2003.07568", "question_id": "6c8dc31a199b155e73c84173816c1e252137a0af", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: XPersona: Evalu...
memwrap/qasper
{ "ground_truth": { "answer": "Translate source sentence to English with Google Translate API and then translate the result to the target language with Poly-encoder.", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "2003.07568", "question_id": "7125db8334a7efaf9...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: XPersona: Evalu...
memwrap/qasper
{ "ground_truth": { "answer": "Chinese French Indonesian Italian Korean Japanese", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "2003.07568", "question_id": "43729be0effb5defc62bae930ceacf7219934f1e", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: A Large-Scale T...
memwrap/qasper
{ "ground_truth": { "answer": "No", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1810.02268", "question_id": "ae2142ee9e093ce485025168f4bcb3da4602739d", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: A Large-Scale T...
memwrap/qasper
{ "ground_truth": { "answer": "bidirectional RNN model with attention concat22 s-hier s-t-hier s-hier-to-2 Transformer-base concat22 concat21", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1810.02268", "question_id": "ebe1084a06abdabefffc66f029eeb0b69f114fd9...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: A Large-Scale T...
memwrap/qasper
{ "ground_truth": { "answer": "standard bidirectional RNN model with attention concat22 s-hier s-t-hier s-hier-to-2 standard context-agnostic Transformer concat22 concat21 BIBREF8", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1810.02268", "question_id": "cf...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: A Large-Scale T...
memwrap/qasper
{ "ground_truth": { "answer": "English German", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1810.02268", "question_id": "554d798e4ce58fd30820200c474d7e796dc8ba89", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Improving Fine-...
memwrap/qasper
{ "ground_truth": { "answer": "They use an EL algorithm that links the mention to the entity with the help of the greatest commonness score.", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.12079", "question_id": "91e361e85c6d3884694f3c747d61bfcef171bab0",...
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Improving Fine-...
memwrap/qasper
{ "ground_truth": { "answer": "BiLSTMs MLP", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.12079", "question_id": "6295951fda0cfa2eb4259d544b00bc7dade7c01e", "variant": "memwrap" }
<|im_start|>system You are a research assistant that answers questions about scientific papers. Read the paper carefully and provide accurate, concise answers based on the content.<|im_end|> <|im_start|>user Below is a scientific paper. Read it carefully and answer the question. <|memory_start|> Title: Improving Fine-...
memwrap/qasper
{ "ground_truth": { "answer": "FIGER (GOLD) BIBREF0 BBN BIBREF5", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.12079", "question_id": "3f717e6eceab0a066af65ddf782c1ebc502c28c0", "variant": "memwrap" }