instruction string | queries string | survey_queries string | search_results string | search_success bool | survey_results string | query_responses string | ea_criteria string | raw_ea_criteria string | llm_criteria string |
|---|---|---|---|---|---|---|---|---|---|
"Generate a comprehensive technical report analyzing the computational scaling properties of pretrai(...TRUNCATED) | "{\"how to structure a technical report on computational scaling properties\": \"Learn effective met(...TRUNCATED) | "{\"survey papers on Computational Cost of Transformers arxiv OR biorxiv pdf\": \"This topic explore(...TRUNCATED) | "{\"how to structure a technical report on computational scaling properties\": {\"selected_web_conte(...TRUNCATED) | true | "{\"survey papers on Computational Cost of Transformers arxiv OR biorxiv pdf\": {\"selected_web_cont(...TRUNCATED) | "{\"how to structure a technical report on computational scaling properties\": \"### Combined Advice(...TRUNCATED) | "1. The response should include a clear title that reflects the focus on computational scaling prope(...TRUNCATED) | "{\"pre_rewriting_criteria\": \"### Combined Advice List: Structuring a Technical Report and Present(...TRUNCATED) | "1. The response should generate a comprehensive technical report.\n2. The response should analyze t(...TRUNCATED) |
"Write a rigorous, self-contained academic paper that establishes an upper bound on the circuit comp(...TRUNCATED) | "{\"how to write an academic paper on computational complexity\": \"Understand the structure, format(...TRUNCATED) | "{\"survey papers on Transformer Model Complexity arxiv OR biorxiv pdf\": \"This topic explores the (...TRUNCATED) | "{\"how to write an academic paper on computational complexity\": {\"selected_web_content\": [\"Abou(...TRUNCATED) | true | "{\"survey papers on Transformer Model Complexity arxiv OR biorxiv pdf\": {\"selected_web_content\":(...TRUNCATED) | "{\"what are effective techniques for formalizing mathematical models in papers\": \"To effectively (...TRUNCATED) | "1. The response should provide clear definitions of all terms and model elements relevant to averag(...TRUNCATED) | "{\"pre_rewriting_criteria\": \"## Combined Advice List for Formalizing Mathematical Models in Paper(...TRUNCATED) | "1. The response should precisely define the transformer model including inputs and outputs.\n2. The(...TRUNCATED) |
"Write a professional academic report that investigates the relationship between the L1-constrained (...TRUNCATED) | "{\"how to structure an academic report on optimization problems\": \"Learn effective ways to organi(...TRUNCATED) | "{\"survey papers on Lasso Regression Theory arxiv OR biorxiv pdf\": \"Understanding the foundationa(...TRUNCATED) | "{\"how to structure an academic report on optimization problems\": {\"selected_web_content\": [\"Me(...TRUNCATED) | true | "{\"survey papers on Lasso Regression Theory arxiv OR biorxiv pdf\": {\"selected_web_content\": [\"A(...TRUNCATED) | "{\"how to structure an academic report on optimization problems\": \"To structure an academic repor(...TRUNCATED) | "1. The response should include an abstract or executive summary that concisely outlines the purpose(...TRUNCATED) | "{\"pre_rewriting_criteria\": \"## Comprehensive Guidelines for Structuring an Academic Report on Op(...TRUNCATED) | "1. The response should explicitly write both the L1-constrained and L1-penalized formulations of th(...TRUNCATED) |
"Write a rigorous report on Support Vector Machines that (i) precisely defines the hard- and soft-ma(...TRUNCATED) | "{\"how to structure a technical report\": \"Learn best practices for organizing and presenting comp(...TRUNCATED) | "{\"survey papers on Support Vector Machine Theory arxiv OR biorxiv pdf\": \"This topic covers the f(...TRUNCATED) | "{\"how to structure a technical report\": {\"selected_web_content\": [\"School of Engineering and I(...TRUNCATED) | true | "{\"survey papers on Support Vector Machine Theory arxiv OR biorxiv pdf\": {\"selected_web_content\"(...TRUNCATED) | "{\"how to structure a technical report\": \"### Combined Expert Advice for Structuring a Technical (...TRUNCATED) | "1.The response should accurately define the hard-margin and soft-margin primal and dual problems as(...TRUNCATED) | "{\"pre_rewriting_criteria\": \"## Combined Expert Advice for Structuring a Technical Report on Supp(...TRUNCATED) | "1. The response should precisely define the hard-margin primal problem.\n2. The response should pre(...TRUNCATED) |
"Write a research report that explores the conditions under which value iteration in Markov Decision(...TRUNCATED) | "{\"how to structure a research report on Markov Decision Processes\": \"Learn effective ways to org(...TRUNCATED) | "{\"survey papers on Markov Decision Processes arxiv OR biorxiv pdf\": \"Understanding the foundatio(...TRUNCATED) | "{\"how to structure a research report on Markov Decision Processes\": {\"selected_web_content\": [\(...TRUNCATED) | true | "{\"survey papers on Markov Decision Processes arxiv OR biorxiv pdf\": {\"selected_web_content\": [\(...TRUNCATED) | "{\"what are best practices for writing technical research papers\": \"### Combined Advice List:\\n\(...TRUNCATED) | "1. The response should include a concise abstract summarizing key objectives and findings related t(...TRUNCATED) | "{\"pre_rewriting_criteria\": \"### Combined Advice List with Integrated Insights\\n\\n1. **Abstract(...TRUNCATED) | "1. The response should provide precise definitions of key concepts related to Markov Decision Proce(...TRUNCATED) |
"Write a structured expert report on the King of the Hill chess position given by FEN: 8/2k5/5pn1/1P(...TRUNCATED) | "{\"how to structure an expert report\": \"Learn effective techniques for organizing an expert repor(...TRUNCATED) | "{\"survey papers on Chess Variants Analysis arxiv OR biorxiv pdf\": \"Understanding the unique winn(...TRUNCATED) | "{\"how to structure an expert report\": {\"selected_web_content\": [\"Log in to your account\\nKeep(...TRUNCATED) | true | "{\"survey papers on Chess Variants Analysis arxiv OR biorxiv pdf\": {\"selected_web_content\": [\"1(...TRUNCATED) | "{\"how to structure an expert report\": \"### Expert Advice on Structuring an Expert Report\\n\\n1.(...TRUNCATED) | "1.The response should restate the winning conditions of the King of the Hill variant clearly and ex(...TRUNCATED) | "{\"pre_rewriting_criteria\": \"## Comprehensive Expert Advice on Structuring an Expert Report for C(...TRUNCATED) | "1. The response should briefly restate the variant’s winning condition and explain how it alters (...TRUNCATED) |
"\"Write an academic research-style report on the computational complexity of the parameterized coun(...TRUNCATED) | "{\"how to structure an academic research report\": \"Learn effective frameworks and templates for o(...TRUNCATED) | "{\"survey papers on Parameterized Complexity Theory arxiv OR biorxiv pdf\": \"This topic explores t(...TRUNCATED) | "{\"how to structure an academic research report\": {\"selected_web_content\": [\"Organizing Your So(...TRUNCATED) | true | "{\"survey papers on Parameterized Complexity Theory arxiv OR biorxiv pdf\": {\"selected_web_content(...TRUNCATED) | "{\"how to structure an academic research report\": \"### Combined Expert Advice for Structuring an (...TRUNCATED) | "1.The response should include an abstract summarizing the primary research question about the compu(...TRUNCATED) | "{\"pre_rewriting_criteria\": \"### Combined Expert Advice for Structuring an Academic Research Repo(...TRUNCATED) | "1. The response should define the parameterized counting problem CountAns clearly in terms of the f(...TRUNCATED) |
"Write a professional academic paper on the parameterized counting problem $\\#\\mathsf{Sub}_\\mat(...TRUNCATED) | "{\"how to structure an academic paper on computational complexity\": \"Learn effective ways to orga(...TRUNCATED) | "{\"survey papers on Parameterized Complexity arxiv OR biorxiv pdf\": \"This topic is highly relevan(...TRUNCATED) | "{\"how to structure an academic paper on computational complexity\": {\"selected_web_content\": [\"(...TRUNCATED) | true | "{\"survey papers on Parameterized Complexity arxiv OR biorxiv pdf\": {\"selected_web_content\": [\"(...TRUNCATED) | "{\"how to structure an academic paper on computational complexity\": \"To structure an academic pap(...TRUNCATED) | "1. The response should present a professional academic paper on the parameterized counting problem (...TRUNCATED) | "{\"pre_rewriting_criteria\": \"## Comprehensive Advice for Writing an Academic Paper on Computation(...TRUNCATED) | "1. The response should provide a precise complexity classification claim for the parameterized coun(...TRUNCATED) |
"Write a professional academic paper on the optimal-time identification of a cyclic rotation offset (...TRUNCATED) | "{\"how to structure an academic paper effectively\": \"Learn about the components and organization (...TRUNCATED) | "{\"survey papers on Cyclic Pattern Matching arxiv OR biorxiv pdf\": \"This topic focuses on algorit(...TRUNCATED) | "{\"how to structure an academic paper effectively\": {\"selected_web_content\": [\"New Instructor a(...TRUNCATED) | true | "{\"survey papers on Cyclic Pattern Matching arxiv OR biorxiv pdf\": {\"selected_web_content\": [\"F(...TRUNCATED) | "{\"how to structure an academic paper effectively\": \"### Combined Expert Advice List:\\n\\n1. **I(...TRUNCATED) | "1.The response should clearly define the research question related to identifying the cyclic rotati(...TRUNCATED) | "{\"pre_rewriting_criteria\": \"### Combined Expert Advice List with Unique Additions\\n\\n1. **Intr(...TRUNCATED) | "1. The response should formalize the problem of cyclic rotation offset identification clearly.\n2. (...TRUNCATED) |
"Write a detailed and professional academic paper on the computational and semantic properties of \"(...TRUNCATED) | "{\"how to structure an academic paper on computational properties\": \"Learn effective ways to orga(...TRUNCATED) | "{\"survey papers on Relaxed Simulation Techniques arxiv OR biorxiv pdf\": \"This topic covers the m(...TRUNCATED) | "{\"how to structure an academic paper on computational properties\": {\"selected_web_content\": [\"(...TRUNCATED) | true | "{\"survey papers on Relaxed Simulation Techniques arxiv OR biorxiv pdf\": {\"selected_web_content\"(...TRUNCATED) | "{\"what are best practices for writing technical descriptions in research papers\": \"### Combined (...TRUNCATED) | "1.The response should present a detailed and professional academic paper on the computational and s(...TRUNCATED) | "{\"pre_rewriting_criteria\": \"### Combined Best Practices for Writing Technical Descriptions in Re(...TRUNCATED) | "1. The response should provide a detailed analysis of the computational properties of relaxed simul(...TRUNCATED) |
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