COLM 2025 Past Math & reasoningLarge language modelsAI for science
LLM for Scientific Discovery: Reasoning, Assistance, and Collaboration
LM4Sci
- Submission deadline
- Jul 7, 2025, 11:59 UTC imported from OpenReview — check the website for extensions
- Submission portal
- OpenReview
- Notes
- Auto-imported from the OpenReview venue record on 2026-06-11 — please verify and enrich (topics are keyword-guessed).
Accepted papers (17)
Fetched from OpenReview (v2) on 2026-06-11.
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Agentic Superoptimization of Bioimaging Analysis Workflows
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An LLM-driven framework for cosmological model-building and exploration
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Are Large Language Models Reliable AI Scientists? Assessing Reverse-Engineering of Black-Box Systems
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AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists
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Causal AI Assistant: Facilitating Causal Data Science with Large Language Models
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Cross-Modal Adaptation of Decoder-only Models to Partial Differential Equation Data
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Data Heterogeneity Limits the Scaling Effect of Pretraining in Neural Data Transformers
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DiffAntiSeq: A Controllable Diffusion Model for Efficient Antibody Library Design
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Evaluating and Improving LitLLMs with Deep Research
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Fine-tuning Vision-Language Models for Animal Behavior Analysis
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From Street Views to Urban Science: Discovering Road Safety Factors with Multimodal Large Language Models
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InertialTransformer: Early Explorations and Insights into Transformer-based Geometric Representation
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Information Extraction from Diverse Charts In Materials Science
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Protein2Text: Providing Rich Descriptions from Protein Sequences
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Solving Inequality Proofs with Large Language Models
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The Ramon Llull's Thinking Machine for Automated Ideation
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Uncalibrated Reasoning: GRPO Induces Overconfidence for Stochastic Outcomes