scientific literature

SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding ICLR 2025 SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP EMNLP 2025 SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature EMNLP 2025 SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification ACL 2025 Systematic Evaluation of Machine Learning and Transformer-Based Methods for Scientific Telescope Literature Classification AACL 2025 TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora ACL 2025 Towards Multi-Document Question Answering in Scientific Literature: Pipeline, Dataset, and Evaluation EMNLP 2025 Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis ACL 2025 Variable Extraction for Model Recovery in Scientific Literature NAACL 2025 ActionIE: Action Extraction from Scientific Literature with Programming Languages ACL 2024 Beyond Retrieval: Topic-based Alignment of Scientific Papers to Research Proposal ACL 2024 Can Large Language Models Discern Evidence for Scientific Hypotheses? Case Studies in the Social Sciences COLING 2024 CSIRO at Context24: Contextualising Scientific Figures and Tables in Scientific Literature ACL 2024 End-to-End Relation Extraction of Pharmacokinetic Estimates from the Scientific Literature ACL 2024 Evaluating and Training Long-Context Large Language Models for Question Answering on Scientific Papers EMNLP 2024 First Steps in Building a Knowledge Base of Mathematical Results ACL 2024 Harnessing CLIP for Evidence Identification in Scientific Literature: A Multimodal Approach to Context24 Shared Task ACL 2024 Integrating Table Representations into Large Language Models for Improved Scholarly Document Comprehension ACL 2024 KnowledgeHub: An End-to-End Tool for Assisted Scientific Discovery IJCAI 2024 Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature EMNLP 2024 Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance COLING 2024 LEGOBench: Scientific Leaderboard Generation Benchmark EMNLP 2024 L+M-24: Building a Dataset for Language+Molecules @ ACL 2024 ACL 2024 M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models EMNLP 2024 NLP-KG: A System for Exploratory Search of Scientific Literature in Natural Language Processing ACL 2024