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Information Extraction

3209 directly classified papers

Papers per year

Papers

WC Team at SemEval-2025 Task 6: PromiseEval: Multinational, Multilingual, Multi-Industry Promise Verification leveraging monolingual and multilingual BERT models SEMEVAL 2025
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents ACL 2025
Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion EMNLP 2025
Guiding Large Language Models for Biomedical Entity Linking via Restrictive and Contrastive Decoding EMNLP 2025
DeKeyNLU: Enhancing Natural Language to SQL Generation through Task Decomposition and Keyword Extraction EMNLP 2025
Event Pattern-Instance Graph: A Multi-Round Role Representation Learning Strategy for Document-Level Event Argument Extraction ACL 2025
LLM Driven Legal Text Analytics: A Case Study For Food Safety Violation Cases IJCNLP 2025
Bratly: A Python Extension for BRAT Functionalities EMNLP 2025
SLOT: Structuring the Output of Large Language Models EMNLP 2025
Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025
A Survey on LLM-Assisted Clinical Trial Recruitment IJCNLP 2025
Agnus LLM: Robust and Flexible Entity Disambiguation with decoder-only Language Models IJCNLP 2025
Are LLMs Good for Semantic Role Labeling via Question Answering?: A Preliminary Analysis IJCNLP 2025
GraphTranslate: Predicting Clinical Trial Translation using Graph Neural Networks on Biomedical Literature ACL 2025
AI for Data Ingestion into IPAC Archives IJCNLP 2025
MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking IJCNLP 2025
Overview of the Third Workshop for Artificial Intelligence for Scientific Publications IJCNLP 2025
SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025
SAIL: Sample-Centric In-Context Learning for Document Information Extraction AAAI 2025
LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World ACL 2025
SemEval-2025 Task 6: Multinational, Multilingual, Multi-Industry Promise Verification ACL 2025
Shared Task at Biolaysumm2025 : Extract then summarize approach Augmented with UMLS based Definition Retrieval for Lay Summary generation. ACL 2025
HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic Claims ACL 2025
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner IJCAI 2025
Seeing the Same Story Differently: Framing‐Divergent Event Coreference for Computational Framing Analysis EMNLP 2025