scientific literature

Automated Screening of Antibacterial Nanoparticle Literature: Dataset Curation and Model Evaluation EACL 2026 PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR EACL 2026 Pushing the Frontiers of Scientific Fact-Checking: The SCINLP Dataset EACL 2026 SciRAG: Adaptive, Citation-Aware, and Outline-Guided Retrieval and Synthesis for Scientific Literature EACL 2026 SciTrue: Evidence-Grounded Claim Verification in Science EACL 2026 Using a Human-AI Teaming Approach to Create and Curate Scientific Datasets with the SciLire System EACL 2026 A Hybrid LLM and Supervised Model Pipeline for Polymer Property Extraction from Tables in Scientific Literature AACL 2025 Ai2 Scholar QA: Organized Literature Synthesis with Attribution ACL 2025 Analyzing the Evolution of Scientific Misconduct Based on the Language of Retracted Papers ACL 2025 Automated Telescope-Paper Linkage via Multi-Model Ensemble Learning AACL 2025 Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers ACL 2025 Citation Amnesia: On The Recency Bias of NLP and Other Academic Fields COLING 2025 ClimateCheck2025: Multi-Stage Retrieval Meets LLMs for Automated Scientfic Fact-Checking ACL 2025 Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering EMNLP 2025 Data Gatherer: LLM-Powered Dataset Reference Extraction from Scientific Literature ACL 2025 From Generating Answers to Building Explanations: Integrating Multi-Round RAG and Causal Modeling for Scientific QA NAACL 2025 GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery EMNLP 2025 Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials Science EMNLP 2025 MatViX: Multimodal Information Extraction from Visually Rich Articles NAACL 2025 MuSciClaims: Multimodal Scientific Claim Verification IJCNLP 2025 My Climate CoPilot: A Question Answering System for Climate Adaptation in Agriculture ACL 2025 Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies ACL 2025 ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models NAACL 2025 SciAssess: Benchmarking LLM Proficiency in Scientific Literature Analysis NAACL 2025 SciEvent: Benchmarking Multi-domain Scientific Event Extraction EMNLP 2025