conftrace_

open-ended reasoning

3 papers

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figure captioning (1) multi-agent system (1) large language model (1) problem solving (1) scientific reasoning (1) mathematical modeling (1) knowledge retrieval (1) earth science (1) commonsense reasoning (1) multi-hop reasoning (1)

Papers

MSEarth: A Multimodal Benchmark for Earth Science Phenomenon Discovery with MLLMs ACL 2026 ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges EMNLP 2025 Open-ended Commonsense Reasoning with Unrestricted Answer Candidates EMNLP 2023