information extraction

1071 papers

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Also known as

VIE OIE IE WIE

Co-occurring keywords

named entity recognition (2801) large language model (12755) relation extraction (915) text classification (6776) knowledge graph (1795) event extraction (389) natural language processing (2027) question answering (2904) text mining (298) entity extraction (257)

Papers

Unexpected Phenomenon: LLMs’ Spurious Associations in Information Extraction ACL 2024

Graph Neural Networks for End-to-End Information Extraction From Handwritten Documents WACV 2024

RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction ACL 2024

Development of a Benchmark Corpus for Medical Device Adverse Event Detection COLING 2024

An Ensemble-of-Experts Framework for Rehearsal-free Continual Relation Extraction ACL 2024

Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments EMNLP 2024

Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases EMNLP 2024

SciDMT: A Large-Scale Corpus for Detecting Scientific Mentions COLING 2024

ITER: Iterative Transformer-based Entity Recognition and Relation Extraction EMNLP 2024

C-ICL: Contrastive In-context Learning for Information Extraction EMNLP 2024

Schema-Driven Information Extraction from Heterogeneous Tables EMNLP 2024

From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression EMNLP 2024

A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction EMNLP 2024

Continual Relation Extraction via Sequential Multi-Task Learning AAAI 2024

ESG-Kor: A Korean Dataset for ESG-related Information Extraction and Practical Use Cases EMNLP 2024

General Collaborative Framework between Large Language Model and Experts for Universal Information Extraction EMNLP 2024

Is Compound Aspect-Based Sentiment Analysis Addressed by LLMs? EMNLP 2024

Knowledge-Powered Recommendation for an Improved Diet Water Footprint AAAI 2024

ActionIE: Action Extraction from Scientific Literature with Programming Languages ACL 2024

ODD: A Benchmark Dataset for the Natural Language Processing Based Opioid Related Aberrant Behavior Detection NAACL 2024

NeuroTrialNER: An Annotated Corpus for Neurological Diseases and Therapies in Clinical Trial Registries EMNLP 2024

CHisIEC: An Information Extraction Corpus for Ancient Chinese History COLING 2024

Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction EMNLP 2024

Harvesting Events from Multiple Sources: Towards a Cross-Document Event Extraction Paradigm ACL 2024

Text2Story Lusa: A Dataset for Narrative Analysis in European Portuguese News Articles COLING 2024