hypothesis generation

CHIMERA: A Knowledge Base of Scientific Idea Recombinations for Research Analysis and Ideation ACL 2026 DIXITWORLD: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay ACL 2026 EvoNarrator: Modeling Scientific Evolution for Feasible Hypothesis Generation ACL 2026 Gaussian Uncertainty-Driven Multi-Model Fitting with Graph Neural Network AAAI 2026 GUIDE: Towards Scalable Advising for Research Ideas ACL 2026 Reflection in the Dark: Exposing and Escaping the Black Box in Reflective Prompt Optimization ACL 2026 An LLM-Based Approach for Insight Generation in Data Analysis NAACL 2025 Biomedical Hypothesis Explainability with Graph-Based Context Retrieval MLHC 2025 From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems EMNLP 2025 Generating Diverse Hypotheses for Inductive Reasoning NAACL 2025 HyKGE: A Hypothesis Knowledge Graph Enhanced RAG Framework for Accurate and Reliable Medical LLMs Responses ACL 2025 HypER: Literature-grounded Hypothesis Generation and Distillation with Provenance EMNLP 2025 Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents NAACL 2025 IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction ACL 2025 IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery ACL 2025 Literature Meets Data: A Synergistic Approach to Hypothesis Generation ACL 2025 Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System ACL 2025 Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials Science EMNLP 2025 MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design NAACL 2025 MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses ICLR 2025 On the Role of Model Prior in Real-World Inductive Reasoning EMNLP 2025 Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models IJCAI 2025 Automatic Speech Recognition System-Independent Word Error Rate Estimation COLING 2024 DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents NeurIPS 2024 Exploring Scientific Hypothesis Generation with Mamba EMNLP 2024