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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: Multilingual Tw...
memwrap/qasper
{ "ground_truth": { "answer": "average agreement is 18% higher with INLINEFORM7 than with INLINEFORM8", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1602.07563", "question_id": "c5ea4da3c760ba89194ad807bc1ef60e1761429f", "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 Tw...
memwrap/qasper
{ "ground_truth": { "answer": "around 100,000 annotations", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1602.07563", "question_id": "4a093a9af4903a59057a4372ac1b01603467ca58", "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 Tw...
memwrap/qasper
{ "ground_truth": { "answer": "Krippendorff's Alpha-reliability", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1602.07563", "question_id": "f4e16b185b506713ff99acc4dbd9ec3208e4997b", "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 Tw...
memwrap/qasper
{ "ground_truth": { "answer": "Friedman-Nemenyi test", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1602.07563", "question_id": "4683812cba21c92319be68c03260b5a8175bbb6e", "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: Real-World Conv...
memwrap/qasper
{ "ground_truth": { "answer": "rule-based unigram matching baseline", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1908.10001", "question_id": "c25014b7e57bb2949138d64d49f356d69838bc25", "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: Real-World Conv...
memwrap/qasper
{ "ground_truth": { "answer": "Using SpaCy", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1908.10001", "question_id": "25a8d432bf94af1662837877bc6c284e2fc3fbe2", "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: Real-World Conv...
memwrap/qasper
{ "ground_truth": { "answer": "Yes", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1908.10001", "question_id": "be632f0246c2e5f049d12e796812f496e083c33e", "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: Real-World Conv...
memwrap/qasper
{ "ground_truth": { "answer": "For NER, combined entity model achieves the best performance (F1 0.96). For IR, BERT+fine-tuning model achieves TOP-1 Recall 0.895 and Top-3 Recall 0.961.", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1908.10001", "question_id...
<|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: Real-World Conv...
memwrap/qasper
{ "ground_truth": { "answer": "From conversions between users and customer support agents through their partners, and professional annotators creating data.", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1908.10001", "question_id": "9da181ac8f2600eb19364c1b1e...
<|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: Real-World Conv...
memwrap/qasper
{ "ground_truth": { "answer": "thanks cancel stop search unknown", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1908.10001", "question_id": "67f1b8a9f72e62cd74ec42e9631ef763a9b098c7", "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 Docume...
memwrap/qasper
{ "ground_truth": { "answer": "Yes", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1911.06919", "question_id": "9a6bf1d481e6896eef9f8fed835d9d29658ede36", "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 Docume...
memwrap/qasper
{ "ground_truth": { "answer": "CNN/DailyMail corpus US Petition dataset", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1911.06919", "question_id": "4999da863ecbd40378505bfb1f4e395061a3f559", "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 Docume...
memwrap/qasper
{ "ground_truth": { "answer": "Observing that our model generally has better recall (Table TABREF17) and its summaries tend to be more verbose (e.g. second example in Figure FIGREF20) We are able to reproduce the performance of the baseline model (“CNN w/ GloVe”), and find that once again, adding the shallow disc...
<|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: Speeding up Con...
memwrap/qasper
{ "ground_truth": { "answer": "semantic relatedness (SICK, BIBREF17 ), paraphrase detection (MSRP, BIBREF19 ), question-type classification (TREC, BIBREF20 ), and five benchmark sentiment and subjective datasets, which include movie review sentiment (MR, BIBREF21 , SST, BIBREF22 ), customer product reviews (CR, B...
<|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: Speeding up Con...
memwrap/qasper
{ "ground_truth": { "answer": "Amazon Review dataset BIBREF26 with 142 million sentences, about twice as large as BookCorpus", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1710.10380", "question_id": "cf68906b7d96ca0c13952a6597d1f23e5184c304", "variant": "...
<|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: Women, politics...
memwrap/qasper
{ "ground_truth": { "answer": "Yes", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1911.11025", "question_id": "3e5162e6399c7d03ecc7007efd21d06c04cf2843", "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: Women, politics...
memwrap/qasper
{ "ground_truth": { "answer": "interviewing individuals involved in government ($n=5$)", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1911.11025", "question_id": "bd255aadf099854541d06997f83a0e478f526120", "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: Women, politics...
memwrap/qasper
{ "ground_truth": { "answer": "20194 cleaned, unique tweets identified as either hateful and not hateful from previous research BIBREF22", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1911.11025", "question_id": "a9ff35f77615b3a4e7fd7b3a53d0b288a46f06ce", ...
<|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: Women, politics...
memwrap/qasper
{ "ground_truth": { "answer": "Manualy (volunteers composed them)", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1911.11025", "question_id": "69a46a227269c3aac9bf9d7c3d698c787642f806", "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: Women, politics...
memwrap/qasper
{ "ground_truth": { "answer": "The text analysis models classify a tweet by using, as features, the outputs from Perspective API from Jigsaw BIBREF10, HateSonar BIBREF11, and VADER sentiment models BIBREF12", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1911.1...
<|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: Deepening Hidde...
memwrap/qasper
{ "ground_truth": { "answer": "Yes", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1911.01940", "question_id": "26e32f24fe0c31ef25de78935daa479534b9dd58", "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 Study on Neur...
memwrap/qasper
{ "ground_truth": { "answer": "English French", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1708.07252", "question_id": "22375aac4cbafd252436b756bdf492a05f97eed8", "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 Study on Neur...
memwrap/qasper
{ "ground_truth": { "answer": "The cache language models are based on the assumption that the word in recent history are more likely to appear again conditional probability of a word is calculated by interpolating the output of standard language model and the probability evaluated by caching", "answer_type": ...
<|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 Study on Neur...
memwrap/qasper
{ "ground_truth": { "answer": "FNNLM RNNLM BiRNN LSTM", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1708.07252", "question_id": "9f065e787a0d40bb4550be1e0d64796925459005", "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 Study on Neur...
memwrap/qasper
{ "ground_truth": { "answer": "Improved architecture for ANN, use of linguistical properties of words or sentences as features.", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1708.07252", "question_id": "e6f5444b7c08d79d4349e35d5298a63bb30e7004", "variant":...
<|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: Revisiting the ...
memwrap/qasper
{ "ground_truth": { "answer": "1).But 2).Eng 3). A-But-B", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1808.07733", "question_id": "59f41306383dd6e201bded0f1c7c959ec4f61c5a", "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: Revisiting the ...
memwrap/qasper
{ "ground_truth": { "answer": "Yes", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1808.07733", "question_id": "b3432f52af0b95929e6723dd1f01ce029d90a268", "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: BERT has a Mout...
memwrap/qasper
{ "ground_truth": { "answer": "BLEU perplexity self-BLEU percentage of $n$ -grams that are unique", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1902.04094", "question_id": "6b1a6517b343fdb79f246955091ff25e440b9511", "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: Advances in Onl...
memwrap/qasper
{ "ground_truth": { "answer": "Face tracking is performed in an automatic tracklet module, face identification is performed by creating a face embedding from the output of a CNN, the embedding is then compared to a gallery of each person's face using a discriminative classifier (SVM) and localization is modelled ...
<|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: Advances in Onl...
memwrap/qasper
{ "ground_truth": { "answer": "A diarization system using only face identification and SSL", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1912.04979", "question_id": "2ba2ff6c21a16bd295b07af1ef635b3b4c5bd17e", "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: Incorporating E...
memwrap/qasper
{ "ground_truth": { "answer": "LSTM-Att BIBREF7 , a LSTM model with spatial attention MemAUG BIBREF33 : a memory-augmented model for VQA MCB+Att BIBREF6 : a model combining multi-modal features by Multimodal Compact Bilinear pooling MLAN BIBREF11 : an advanced multi-level attention model", "answer_type": "ext...
<|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: Incorporating E...
memwrap/qasper
{ "ground_truth": { "answer": "Visual7W a collection of open-domain visual question-answer pairs", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1712.00733", "question_id": "cfcf94b81589e7da215b4f743a3f8de92a6dda7a", "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: Incorporating E...
memwrap/qasper
{ "ground_truth": { "answer": "Word embeddings from knowledge triples (subject, rel, object) from ConceptNet are fed to an RNN", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1712.00733", "question_id": "d147117ef24217c43252d917d45dff6e66ff807c", "variant": ...
<|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: Incorporating E...
memwrap/qasper
{ "ground_truth": { "answer": "ConceptNet, which contains common-sense relationships between daily words", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1712.00733", "question_id": "1a2b69dfa81dfeadd67b133229476086f2cc74a8", "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: Abusive Languag...
memwrap/qasper
{ "ground_truth": { "answer": "They combine content- and graph-based methods in new ways.", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1905.07894", "question_id": "6d6a9b855ec70f170b854baab6d8f7e94d3b5614", "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: Abusive Languag...
memwrap/qasper
{ "ground_truth": { "answer": "No", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1905.07894", "question_id": "870358f28a520cb4f01e7f5f780d599dfec510b4", "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: Abusive Languag...
memwrap/qasper
{ "ground_truth": { "answer": "Early fusion, late fusion, hybrid fusion.", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1905.07894", "question_id": "98aa86ee948096d6fe16c02c1e49920da00e32d4", "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: Abusive Languag...
memwrap/qasper
{ "ground_truth": { "answer": "Coreness Score, PageRank Centrality, Strength Centrality, Vertex Count, Closeness Centrality, Authority Score, Hub Score, Reciprocity, Closeness Centrality", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1905.07894", "question_id...
<|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: Overton: A Data...
memwrap/qasper
{ "ground_truth": { "answer": "Overton learns the accuracy of these sources using ideas from the Snorkel project", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.05372", "question_id": "81e101b2c803257492d67a00e8a1d9a07cbab136", "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: Overton: A Data...
memwrap/qasper
{ "ground_truth": { "answer": "Code-free Deep Learning Multitask Learning Weak Supervision", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.05372", "question_id": "b942d94e4187e4fdc706cfdf92e3a869fc294911", "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: Overton: A Data...
memwrap/qasper
{ "ground_truth": { "answer": "Applications are customized by providing supervision in a data file that conforms to the schema", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.05372", "question_id": "8ffae517bc0efa453b7e316d41bd9f1b6679b158", "variant":...
<|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: Overton: A Data...
memwrap/qasper
{ "ground_truth": { "answer": "No", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.05372", "question_id": "0fd2854dd8d8191f00c8d12483b5a81a04de859f", "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: Represent, Aggr...
memwrap/qasper
{ "ground_truth": { "answer": "modified version of standard precision, recall, and F INLINEFORM0 , as proposed by reschke2014 mean reciprocal rank (MRR)", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1610.09722", "question_id": "742d5e182b57bfa5f589fde645717...
<|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: Represent, Aggr...
memwrap/qasper
{ "ground_truth": { "answer": "Reschke CRF Reschke Noisy-OR Reschke Best", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1610.09722", "question_id": "726c5c1b6951287f4bae22978f9a91d22d9bef61", "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: Represent, Aggr...
memwrap/qasper
{ "ground_truth": { "answer": "80 plane crash events", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1610.09722", "question_id": "dfdd309e56b71589b25412ba85b0a5d79a467ceb", "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: Represent, Aggr...
memwrap/qasper
{ "ground_truth": { "answer": "Event dataset with news articles", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1610.09722", "question_id": "7ae95716977d39d96e871e552c35ca0753115229", "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: Incorporating W...
memwrap/qasper
{ "ground_truth": { "answer": "They report the scores of several evaluation methods for every step of their approach.", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1908.05925", "question_id": "ff3e93b9b5f08775ebd1a7408d7f0ed2f6942dde", "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: Incorporating W...
memwrap/qasper
{ "ground_truth": { "answer": "Special Token Replacement Quotes Fixing Recaser Patch-up", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1908.05925", "question_id": "59a3d4cdd1c3797962bf8d72c226c847e06e1d44", "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: Incorporating W...
memwrap/qasper
{ "ground_truth": { "answer": "No", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1908.05925", "question_id": "49474a3047fa3f35e1bcd63991e6f15e012ac10b", "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: QuaRTz: An Open...
memwrap/qasper
{ "ground_truth": { "answer": "background corpus of 400 qualitative knowledge sentences", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.03553", "question_id": "f1a50f88898556ecdba8e9cac13ae54c11835945", "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: QuaRTz: An Open...
memwrap/qasper
{ "ground_truth": { "answer": "BERT (IR) BERT (IR upper bound) BERT-PFT (no knowledge) BERT-PFT (IR)", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.03553", "question_id": "ef6304512652ba56bd13dbe282a5ce1d41a4f171", "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: QuaRTz: An Open...
memwrap/qasper
{ "ground_truth": { "answer": "qualitative relations were manually extracted by the authors from a large corpus asked to annotate the two properties being compared asked to author a situated, 2-way multiple-choice (MC) question that tested this relationship asked to validate its answer and quality asked to genera...
<|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: The Medical Scr...
memwrap/qasper
{ "ground_truth": { "answer": "the Span-Attribute Tagging (SAT) model", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "2003.11531", "question_id": "9b6339e24f58b576143d2adf599cfc4a31fd3b0c", "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: Iterative Polic...
memwrap/qasper
{ "ground_truth": { "answer": "A2C and REINFORCE-joint for joint policy optimization achieve the improvement over SL baseline of 29.4% and 25.7 susses rate, 1.21 AND 1.28 AvgRevard and 0.25 and -1.34 AvgSucccess Turn Size, respectively.", "answer_type": "free_form" }, "scoring_function": "qasper_log_...
<|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: Iterative Polic...
memwrap/qasper
{ "ground_truth": { "answer": "Yes", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1709.06136", "question_id": "5522a9eeb06221722052e3c38f9b0d0dbe7c13e6", "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: Iterative Polic...
memwrap/qasper
{ "ground_truth": { "answer": "LSTM", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1709.06136", "question_id": "30870a962cf88ac8c8e6b7b795936fd62214f507", "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: Iterative Polic...
memwrap/qasper
{ "ground_truth": { "answer": "Yes", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1709.06136", "question_id": "7ece07a84635269bb19796497847e4517d1e3e61", "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: Personalized Ta...
memwrap/qasper
{ "ground_truth": { "answer": "Supervised methods are used to identify the dish and ingredients in the image, and an unsupervised method (KNN) is used to create the food profile.", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "2003.08769", "question_id": "f94c...
<|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: Personalized Ta...
memwrap/qasper
{ "ground_truth": { "answer": "Yes", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "2003.08769", "question_id": "f3b851c9063192c86a3cc33b2328c02efa41b668", "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: Regressing Word...
memwrap/qasper
{ "ground_truth": { "answer": "a encoder-decoder architecture with attention incorporating LSTMs and transformers", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.13466", "question_id": "54b25223ab32bf8d9205eaa8a570e99c683f0077", "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: Regressing Word...
memwrap/qasper
{ "ground_truth": { "answer": "219,777 114,243 89,413 over 5M", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.13466", "question_id": "e5be900e70ea86c019efb06438ba200e11773a7c", "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: Regressing Word...
memwrap/qasper
{ "ground_truth": { "answer": "German English French Czech Basque", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1909.13466", "question_id": "b36a8a73b3457a94203eed43f063cb684a8366b7", "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: Automatic Extra...
memwrap/qasper
{ "ground_truth": { "answer": "ULMFiT", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1910.09916", "question_id": "3d73cb92d866448ec72a571331967da5d34dfbb1", "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: Automatic Extra...
memwrap/qasper
{ "ground_truth": { "answer": "RandomForestRegressor LinearSVR KNeighborsRegressor Support Vector Machine Regression", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1910.09916", "question_id": "708f5f83a3c356b23b27a9175f5c35ac00cdf5db", "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: Automatic Extra...
memwrap/qasper
{ "ground_truth": { "answer": "Answer with content missing: (Table 2): Krippednorff's alpha coefficient for dataset is: Stability -0.26, Extraversion 0.07, Openness 0.36, Agreeableness 0.51, Conscientiousness 0.31", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "...
<|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: How to evaluate...
memwrap/qasper
{ "ground_truth": { "answer": "No", "answer_type": "yes_no" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1803.05160", "question_id": "9133a85730c4090fe8b8d08eb3d9146efe7d7037", "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: How to evaluate...
memwrap/qasper
{ "ground_truth": { "answer": "seq(9:1, 20, equi) - 9:1 training:test ratio, 20 equidistant samples, seq(9:1, 10, equi) - 9:1 training:test ratio, 10 equidistant samples, seq(2:1, 10, semi-equi) - 2:1 training:test ratio, 10 samples randomly selected out of 20 equidistant points.", "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: How to evaluate...
memwrap/qasper
{ "ground_truth": { "answer": "10-fold, stratified, blocked; 10-fold, not stratified, blocked; 10-fold, stratified, random selection of examples.", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1803.05160", "question_id": "9ca85242ebeeafa88a0246986aa760014f60...
<|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: How to evaluate...
memwrap/qasper
{ "ground_truth": { "answer": "Albanian, Bulgarian, English, German, Hungarian, Polish, Portughese, Russian, Serbian, Slovak, Slovenian, Spanish, Swedish", "answer_type": "free_form" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1803.05160", "question_id": "8641156c4d67e143ebbabbd798603...
<|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: How to evaluate...
memwrap/qasper
{ "ground_truth": { "answer": "time-ordered", "answer_type": "extractive" }, "scoring_function": "qasper_log_perplexity", "paper_id": "1803.05160", "question_id": "2a120f358f50c377b5b63fb32633223fa4ee2149", "variant": "memwrap" }