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Information Extraction

3209 directly classified papers

Papers per year

Papers

ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction ACL 2024
An Ensemble-of-Experts Framework for Rehearsal-free Continual Relation Extraction ACL 2024
A Comprehensive Survey on Document-Level Information Extraction EMNLP 2024
LeGen: Complex Information Extraction from Legal sentences using Generative Models EMNLP 2024
Newspaper Signaling for Crisis Prediction NAACL 2024
KPEval: Towards Fine-Grained Semantic-Based Keyphrase Evaluation ACL 2024
Extracting position titles from unstructured historical job advertisements EMNLP 2024
Evaluating Language Models in Location Referring Expression Extraction from Early Modern and Contemporary Japanese Texts EMNLP 2024
Clear Up Confusion: Advancing Cross-Domain Few-Shot Relation Extraction through Relation-Aware Prompt Learning NAACL 2024
Struc-Bench: Are Large Language Models Good at Generating Complex Structured Tabular Data? NAACL 2024
CNER: Concept and Named Entity Recognition NAACL 2024
CReSE: Benchmark Data and Automatic Evaluation Framework for Recommending Eligibility Criteria from Clinical Trial Information EACL 2024
OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting EMNLP 2024
FAMuS: Frames Across Multiple Sources NAACL 2024
Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion? NAACL 2024
SPACE-IDEAS: A Dataset for Salient Information Detection in Space Innovation COLING 2024
KnowledgeHub: An End-to-End Tool for Assisted Scientific Discovery IJCAI 2024
MOSAICo: a Multilingual Open-text Semantically Annotated Interlinked Corpus NAACL 2024
Federated Document-Level Biomedical Relation Extraction with Localized Context Contrast COLING 2024
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction EMNLP 2024
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG EMNLP 2024
MASSIVE Multilingual Abstract Meaning Representation: A Dataset and Baselines for Hallucination Detection NAACL 2024
Advancing Event Causality Identification via Heuristic Semantic Dependency Inquiry Network EMNLP 2024
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries NIPS 2024
Learning Label Dependencies for Visual Information Extraction IJCAI 2024