prompt stringlengths 2.39k 13.2k | original_prompt large_stringlengths 2.39k 13.2k | data_source large_stringclasses 3
values | reward_model dict | extra_info dict | uid large_stringlengths 32 32 | judge_prompt_template stringlengths 10.1k 21k | prompt_specific_components stringclasses 3
values |
|---|---|---|---|---|---|---|---|
You are an expert AI researcher. Expand the following brief research idea into a complete project proposal with detailed experiment plans that a student could follow to execute the full project.
Topic: new strategies for clinical trial optimization using probabilistic models to predict patient subgroup responses
Idea... | You are an expert AI researcher. Expand the following brief research idea into a complete project proposal with detailed experiment plans that a student could follow to execute the full project.
Topic: new strategies for clinical trial optimization using probabilistic models to predict patient subgroup responses
Idea... | ai_researcher_proposal | {
"ground_truth": "",
"style": "rule"
} | {
"papers_included": 5,
"question_type": "proposal_writing",
"topic": "new strategies for clinical trial optimization using probabilistic models to predict patient subgroup responses"
} | 8229f16ce88f65ad374fe7600675bb3b | You are an expert evaluator assessing the quality of an AI-generated response to a research task. You will evaluate the response on both UNIVERSAL components (applicable to all research responses) and PROMPT-SPECIFIC components (tailored to this particular task type).
## PROMPT
You are an expert AI researcher. Expand ... | {"components": [{"name": "Experimental Rigor"}, {"name": "Feasibility"}], "question_type": "proposal_writing"} |
You are brainstorming research ideas in the area of "new finetuning techniques for image classification models to better handle class imbalance by leveraging dynamic sampling strategies". To ground your thinking, consider these recent papers:
1. "Self-Attention Based Embedding Adaptation for Few-Shot Image Classificat... | You are brainstorming research ideas in the area of "new finetuning techniques for image classification models to better handle class imbalance by leveraging dynamic sampling strategies". To ground your thinking, consider these recent papers:
1. "Self-Attention Based Embedding Adaptation for Few-Shot Image Classificat... | ai_researcher_idea_gen | {
"ground_truth": "",
"style": "rule"
} | {
"papers_included": 5,
"question_type": "idea_generation",
"topic": "new finetuning techniques for image classification models to better handle class imbalance by leveraging dynamic sampling strategies"
} | 205e191720f3fa1de341cbf3749df08d | You are an expert evaluator assessing the quality of an AI-generated response to a research task. You will evaluate the response on both UNIVERSAL components (applicable to all research responses) and PROMPT-SPECIFIC components (tailored to this particular task type).
## PROMPT
You are brainstorming research ideas in ... | {"components": [{"name": "Feasibility"}, {"name": "Potential Impact"}], "question_type": "idea_generation"} |
You are conducting a systematic literature review on "novel finetuning methods for robust ML under covariate shift in autonomous driving through multi-task supervision" and want to ensure broad coverage.
Available query types:
- KeywordQuery("keyword")
- PaperQuery("paperId")
- GetReferences("paperId")
Your current p... | You are conducting a systematic literature review on "novel finetuning methods for robust ML under covariate shift in autonomous driving through multi-task supervision" and want to ensure broad coverage.
Available query types:
- KeywordQuery("keyword")
- PaperQuery("paperId")
- GetReferences("paperId")
Your current p... | ai_researcher_search_query | {
"ground_truth": "",
"style": "rule"
} | {
"papers_included": 2,
"question_type": "search_query",
"topic": "novel finetuning methods for robust ML under covariate shift in autonomous driving through multi-task supervision"
} | 924d410b538ac52016a1362d6f228c69 | You are an expert evaluator assessing the quality of an AI-generated response to a research task. You will evaluate the response on both UNIVERSAL components (applicable to all research responses) and PROMPT-SPECIFIC components (tailored to this particular task type).
## PROMPT
You are conducting a systematic literatu... | {"components": [{"name": "Strategic Reasoning"}, {"name": "Query Specificity"}], "question_type": "search_query"} |
You are brainstorming research ideas in the area of "new prompting techniques to reduce political bias detection errors in NLP systems by simulating a diverse range of perspectives". To ground your thinking, consider these recent papers:
1. "Exchange of Perspective Prompting Enhances Reasoning in Large Language Models... | You are brainstorming research ideas in the area of "new prompting techniques to reduce political bias detection errors in NLP systems by simulating a diverse range of perspectives". To ground your thinking, consider these recent papers:
1. "Exchange of Perspective Prompting Enhances Reasoning in Large Language Models... | ai_researcher_idea_gen | {
"ground_truth": "",
"style": "rule"
} | {
"papers_included": 5,
"question_type": "idea_generation",
"topic": "new prompting techniques to reduce political bias detection errors in NLP systems by simulating a diverse range of perspectives"
} | b8feb328b7bca6fc199e3eb5aaf09927 | You are an expert evaluator assessing the quality of an AI-generated response to a research task. You will evaluate the response on both UNIVERSAL components (applicable to all research responses) and PROMPT-SPECIFIC components (tailored to this particular task type).
## PROMPT
You are brainstorming research ideas in ... | {"components": [{"name": "Feasibility"}, {"name": "Potential Impact"}], "question_type": "idea_generation"} |
You are an expert AI researcher. Expand the following brief research idea into a complete project proposal with detailed experiment plans that a student could follow to execute the full project.
Topic: new methods for automated schema matching in heterogeneous databases using embedding-based similarity assessment
Ide... | You are an expert AI researcher. Expand the following brief research idea into a complete project proposal with detailed experiment plans that a student could follow to execute the full project.
Topic: new methods for automated schema matching in heterogeneous databases using embedding-based similarity assessment
Ide... | ai_researcher_proposal | {
"ground_truth": "",
"style": "rule"
} | {
"papers_included": 5,
"question_type": "proposal_writing",
"topic": "new methods for automated schema matching in heterogeneous databases using embedding-based similarity assessment"
} | ad681436b064caa5e8fdc7cd0a342b75 | You are an expert evaluator assessing the quality of an AI-generated response to a research task. You will evaluate the response on both UNIVERSAL components (applicable to all research responses) and PROMPT-SPECIFIC components (tailored to this particular task type).
## PROMPT
You are an expert AI researcher. Expand ... | {"components": [{"name": "Experimental Rigor"}, {"name": "Feasibility"}], "question_type": "proposal_writing"} |
Draft a detailed research proposal based on the following seed idea in the area of "novel prompting techniques to improve accessibility features in multimodal systems for visually impaired users through adaptive audio descriptions":
Idea: Inferential Heuristic Prompting for Task-Specific Audio Descriptions
Problem: Vi... | Draft a detailed research proposal based on the following seed idea in the area of "novel prompting techniques to improve accessibility features in multimodal systems for visually impaired users through adaptive audio descriptions":
Idea: Inferential Heuristic Prompting for Task-Specific Audio Descriptions
Problem: Vi... | ai_researcher_proposal | {
"ground_truth": "",
"style": "rule"
} | {
"papers_included": 5,
"question_type": "proposal_writing",
"topic": "novel prompting techniques to improve accessibility features in multimodal systems for visually impaired users through adaptive audio descriptions"
} | 1dbf412421df0c84a436a42f21dfdc2c | You are an expert evaluator assessing the quality of an AI-generated response to a research task. You will evaluate the response on both UNIVERSAL components (applicable to all research responses) and PROMPT-SPECIFIC components (tailored to this particular task type).
## PROMPT
Draft a detailed research proposal based... | {"components": [{"name": "Experimental Rigor"}, {"name": "Feasibility"}], "question_type": "proposal_writing"} |
"You are conducting a systematic literature review on \"novel prompting techniques to explore social(...TRUNCATED) | "You are conducting a systematic literature review on \"novel prompting techniques to explore social(...TRUNCATED) | ai_researcher_search_query | {
"ground_truth": "",
"style": "rule"
} | {"papers_included":2,"question_type":"search_query","topic":"novel prompting techniques to explore s(...TRUNCATED) | c25c748b7fb649b44252b002f1147235 | "You are an expert evaluator assessing the quality of an AI-generated response to a research task. Y(...TRUNCATED) | "{\"components\": [{\"name\": \"Strategic Reasoning\"}, {\"name\": \"Query Specificity\"}], \"questi(...TRUNCATED) |
"You are an expert AI researcher. Expand the following brief research idea into a complete project p(...TRUNCATED) | "You are an expert AI researcher. Expand the following brief research idea into a complete project p(...TRUNCATED) | ai_researcher_proposal | {
"ground_truth": "",
"style": "rule"
} | {"papers_included":5,"question_type":"proposal_writing","topic":"new finetuning techniques for enhan(...TRUNCATED) | 3084ce8d5949f155402a6524fc3af50d | "You are an expert evaluator assessing the quality of an AI-generated response to a research task. Y(...TRUNCATED) | "{\"components\": [{\"name\": \"Experimental Rigor\"}, {\"name\": \"Feasibility\"}], \"question_type(...TRUNCATED) |
"You are conducting a systematic literature review on \"novel strategies for change point detection (...TRUNCATED) | "You are conducting a systematic literature review on \"novel strategies for change point detection (...TRUNCATED) | ai_researcher_search_query | {
"ground_truth": "",
"style": "rule"
} | {"papers_included":2,"question_type":"search_query","topic":"novel strategies for change point detec(...TRUNCATED) | d5fe981e3d351ab9e6badc1bac0c5076 | "You are an expert evaluator assessing the quality of an AI-generated response to a research task. Y(...TRUNCATED) | "{\"components\": [{\"name\": \"Strategic Reasoning\"}, {\"name\": \"Query Specificity\"}], \"questi(...TRUNCATED) |
"Here are several recent papers on the topic of \"novel finetuning methods to enhance model calibrat(...TRUNCATED) | "Here are several recent papers on the topic of \"novel finetuning methods to enhance model calibrat(...TRUNCATED) | ai_researcher_idea_gen | {
"ground_truth": "",
"style": "rule"
} | {"papers_included":5,"question_type":"idea_generation","topic":"novel finetuning methods to enhance (...TRUNCATED) | d11fd3738f026b4940ea3cc39923a65c | "You are an expert evaluator assessing the quality of an AI-generated response to a research task. Y(...TRUNCATED) | "{\"components\": [{\"name\": \"Feasibility\"}, {\"name\": \"Potential Impact\"}], \"question_type\"(...TRUNCATED) |
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