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Information Extraction

3209 directly classified papers

Papers per year

Papers

T5Score: A Methodology for Automatically Assessing the Quality of LLM Generated Multi-Document Topic Sets ACL 2025
On Integrating LLMs Into an Argument Annotation Workflow ACL 2025
CoAM: Corpus of All-Type Multiword Expressions ACL 2025
TracSum: A New Benchmark for Aspect-Based Summarization with Sentence-Level Traceability in Medical Domain EMNLP 2025
Multimedia Event Extraction with LLM Knowledge Editing EMNLP 2025
Task-aware Contrastive Mixture of Experts for Quadruple Extraction in Conversations with Code-like Replies and Non-opinion Detection EMNLP 2025
Data-Constrained Synthesis of Training Data for De-Identification ACL 2025
LexTime: A Benchmark for Temporal Ordering of Legal Events EMNLP 2025
SURE: Mutually Visible Objects and Self-generated Candidate Labels For Relation Extraction COLING 2025
RoBGuard: Enhancing LLMs to Assess Risk of Bias in Clinical Trial Documents COLING 2025
Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution ACL 2025
Relation-Rich Visual Document Generator for Visual Information Extraction CVPR 2025
Unveiling Empathic Triggers in Online Interactions via Empathy Cause Identification IJCNLP 2025
OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations CVPR 2025
Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis IJCNLP 2025
Programming by Example meets Historical Linguistics: A Large Language Model Based Approach to Sound Law Induction ACL 2025
Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE IJCNLP 2025
Agnus LLM: Robust and Flexible Entity Disambiguation with decoder-only Language Models AACL 2025
Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events ACL 2025
Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis AACL 2025
PUER: Boosting Few-shot Positive-Unlabeled Entity Resolution with Reinforcement Learning EMNLP 2025
MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking AACL 2025
Map&Make: Schema Guided Text to Table Generation ACL 2025
BitsAndBites at SemEval-2025 Task 9: Improving Food Hazard Detection with Sequential Multitask Learning and Large Language Models SEMEVAL 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