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Dan Roth
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Dan Roth21 visible / 21 total nodes / 59 links

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Co-authorshipWorks onCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onAuthorshipWorks onAuthorshipWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipAuthorshipAuthorshipDan RothADan RothResearcherFormalize, Don't Optimize: The Heuristic Trap in LLM-Generated Combinatorial SolversWFormalize, Don't Optimi...preprint / 2026Haoyu WangAHaoyu WangResearcherYuliang SongAYuliang SongResearcherTao LiATao LiResearcherZhiwei DengAZhiwei DengResearcherYaqing WangAYaqing WangResearcherDeepak RamachandranADeepak RamachandranResearcherEldan CohenAEldan CohenResearcherIncidental Supervision: Moving beyond Supervised LearningWIncidental Supervision:...preprint / 2020Artificial IntelligenceTArtificial Intelligence22915 worksRepro: An Open-Source Library for Improving the Reproducibility and Usability of Publicly Available Research CodeWRepro: An Open-Source L...preprint / 2022Benchmarking Answer Verification Methods for Question Answering-Based Summarization Evaluation MetricsWBenchmarking Answer Ver...preprint / 2022SacreROUGE: An Open-Source Library for Using and Developing Summarization Evaluation MetricsWSacreROUGE: An Open-Sou...preprint / 2020Efficient Decomposed Learning for Structured PredictionWEfficient Decomposed Le...preprint / 2012An Inventory of Preposition RelationsWAn Inventory of Preposi...preprint / 2013Two Discourse Driven Language Models for SemanticsWTwo Discourse Driven La...preprint / 2016Solving General Arithmetic Word ProblemsWSolving General Arithme...preprint / 2016Unit Dependency Graph and its Application to Arithmetic Word Problem SolvingWUnit Dependency Graph a...preprint / 2016Rethinking with Retrieval: Faithful Large Language Model InferenceWRethinking with Retriev...preprint / 2022Re-Examining System-Level Correlations of Automatic Summarization Evaluation MetricsWRe-Examining System-Lev...preprint / 2022
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Dan Roth

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PaperFormalize, Don't Optimize: The Heuristic Trap in LLM-Generated Combinatorial SolversAuthorship / preprint / 2026PersonHaoyu WangCo-authorship / ResearcherPersonYuliang SongCo-authorship / ResearcherPersonTao LiCo-authorship / ResearcherPersonZhiwei DengCo-authorship / ResearcherPersonYaqing WangCo-authorship / ResearcherPersonDeepak RamachandranCo-authorship / ResearcherPersonEldan CohenCo-authorship / Researcher

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