Information Extraction

Agnus LLM: Robust and Flexible Entity Disambiguation with decoder-only Language Models IJCNLP 2025 AI4Contracts: LLM & RAG-Powered Encoding of Financial Derivative Contracts IJCAI 2025 AID-Agent: An LLM-Agent for Advanced Extraction and Integration of Documents ACL 2025 AI for Data Ingestion into IPAC Archives AACL 2025 AIMS.au: A Dataset for the Analysis of Modern Slavery Countermeasures in Corporate Statements ICLR 2025 AIMSCheck: Leveraging LLMs for AI-Assisted Review of Modern Slavery Statements Across Jurisdictions ACL 2025 A Logic-based Framework for Decoding Enthymemes in Argument Maps Involving Implicitness in Premises and Claims IJCAI 2025 AM4DSP: Argumentation Mining in Structured Decentralized Discussion Platforms for Deliberative Democracy EMNLP 2025 AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction NAACL 2025 An Address Intelligence Framework for E-commerce Deliveries EMNLP 2025 AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting ACL 2025 Are LLMs Good for Semantic Role Labeling via Question Answering?: A Preliminary Analysis IJCNLP 2025 Are Your Keywords Like My Queries? A Corpus-Wide Evaluation of Keyword Extractors with Real Searches COLING 2025 ARPDL: Adaptive Relational Prior Distribution Loss as an Adapter for Document-Level Relation Extraction IJCAI 2025 Artificial Relationships in Fiction: A Dataset for Advancing NLP in Literary Domains NAACL 2025 ARWI: Arabic Write and Improve NAACL 2025 A Survey of Generative Information Extraction COLING 2025 A Survey on LLM-Assisted Clinical Trial Recruitment IJCNLP 2025 Attention-Seeker: Dynamic Self-Attention Scoring for Unsupervised Keyphrase Extraction COLING 2025 Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion EMNLP 2025 A Unified Framework for N-ary Property Information Extraction in Materials Science EMNLP 2025 A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion ACL 2025 Automated Clinical Data Extraction with Knowledge Conditioned LLMs COLING 2025 Automated Evidence Extraction and Scoring for Corporate Climate Policy Engagement: A Multilingual RAG Approach EMNLP 2025 Automated Knowledge Graph Construction using Large Language Models and Sentence Complexity Modelling EMNLP 2025