conftrace_

scientific reasoning

36 papers

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Co-occurring keywords · papers mentioning both

large language model (18) multimodal large language model (6) language model (5) question answering (5) benchmark evaluation (5) hypothesis generation (4) domain adaptation (4) knowledge retrieval (3) scientific discovery (3) multimodal reasoning (3)

Papers

How Robust Are the QA Models for Hybrid Scientific Tabular Data? A Study Using Customized Dataset COLING 2024 OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems ACL 2024 SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark ACL 2024 SciAgent: Tool-augmented Language Models for Scientific Reasoning EMNLP 2024 SciCode: A Research Coding Benchmark Curated by Scientists NeurIPS 2024 SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research AAAI 2024 SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading EMNLP 2024 SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models NeurIPS 2024 Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design EMNLP 2023 ScienceWorld: Is your Agent Smarter than a 5th Grader? EMNLP 2022 Solving Quantitative Reasoning Problems with Language Models NeurIPS 2022