Information Extraction

Inductive Learning on Heterogeneous Graphs Enhanced by LLMs for Software Mention Detection ACL 2025 InFiNITE (∞): Indian Financial Narrative Inference Tasks & Evaluations AACL 2025 Information Extraction from Heterogeneous Documents without Ground Truth Labels using Synthetic Label Generation and Knowledge Distillation WACV 2025 Information Extraction from Visually Rich Documents using LLM-based Organization of Documents into Independent Textual Segments ACL 2025 INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Pre-Trained Language Models and Ensemble Learning NAACL 2025 Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines ACL 2025 Inter-Passage Verification for Multi-evidence Multi-answer QA ACL 2025 INT: Establishing Information Transfer for Multilingual Intent Detection and Slot Filling ACL 2025 InTriage: Intelligent Telephone Triage in Pre-Hospital Emergency Care EMNLP 2025 Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents EMNLP 2025 It’s about What and How you say it: A Corpus with Stance and Sentiment Annotation for COVID-19 Vaccines Posts on X/Twitter by Brazilian Political Elites NAACL 2025 JaCorpTrack: Corporate History Event Extraction for Tracking Organizational Changes EMNLP 2025 KE-MHISTO: Towards a Multilingual Historical Knowledge Extraction Benchmark for Addressing the Long-Tail Problem ACL 2025 KnowCoder-X: Boosting Multilingual Information Extraction via Code ACL 2025 Knowledge Graph Completion with Relation-Aware Anchor Enhancement AAAI 2025 KnowRA: Knowledge Retrieval Augmented Method for Document-level Relation Extraction with Comprehensive Reasoning Abilities IJCAI 2025 Labor Lex: A New Portuguese Corpus and Pipeline for Information Extraction in Brazilian Legal Texts EMNLP 2025 Large Language Model-Based Event Relation Extraction with Rationales COLING 2025 Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction EMNLP 2025 LATE-GIL-nlp at Semeval-2025 Task 10: Exploring LLMs and transformers for Characterization and extraction of narratives from online news SemEval 2025 LATTE: Improving Latex Recognition for Tables and Formulae with Iterative Refinement AAAI 2025 LDP: Generalizing to Multilingual Visual Information Extraction by Language Decoupled Pretraining AAAI 2025 Learning First-Order Logic Rules for Argumentation Mining ACL 2025 LegalCore: A Dataset for Event Coreference Resolution in Legal Documents ACL 2025 LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World ACL 2025