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Information Extraction

3209 directly classified papers

Papers per year

Papers

CoAM: Corpus of All-Type Multiword Expressions ACL 2025
LexTime: A Benchmark for Temporal Ordering of Legal Events EMNLP 2025
Data-Constrained Synthesis of Training Data for De-Identification ACL 2025
Entity Quality Enhancement in Knowledge Graphs through LLM-based Question Answering COLING 2025
Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution ACL 2025
Unveiling Empathic Triggers in Online Interactions via Empathy Cause Identification IJCNLP 2025
Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis IJCNLP 2025
Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE IJCNLP 2025
PUBLICSPEAK: Hearing the Public with a Probabilistic Framework AAAI 2025
Extracting Military Event Temporal Relations via Relative Event Time Prediction and Virtual Adversarial Training NAACL 2025
Map&Make: Schema Guided Text to Table Generation ACL 2025
Logic Induced High-Order Reasoning Network for Event-Event Relation Extraction AAAI 2025
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents ACL 2025
Prototype-Guided Multimodal Relation Extraction based on Entity Attributes AAAI 2025
Event Pattern-Instance Graph: A Multi-Round Role Representation Learning Strategy for Document-Level Event Argument Extraction ACL 2025
MedQwen-PE: Medical Qwen for Parameter-Efficient Multilingual Patient-Centric Summarization, Question Answering and Information Extraction IJCNLP 2025
Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025
Multilingual Clinical Dialogue Summarization and Information Extraction with Qwen-1.5B LoRA IJCNLP 2025
GraphTranslate: Predicting Clinical Trial Translation using Graph Neural Networks on Biomedical Literature ACL 2025
Zero-Shot Cross-Sentential Scientific Relation Extraction via Entity-Guided Summarization IJCNLP 2025
SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025
Improving Online Job Advertisement Analysis via Compositional Entity Extraction EMNLP 2025
P²Net: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts ACL 2025
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner IJCAI 2025
Auto Review: Second Stage Error Detection for Highly Accurate Information Extraction from Phone Conversations ACL 2025