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Information Extraction

3209 directly classified papers

Papers per year

Papers

MultiCite: Modeling realistic citations requires moving beyond the single-sentence single-label setting NAACL 2022
ECO v1: Towards Event-Centric Opinion Mining ACL 2022
MAD: A Scalable Dataset for Language Grounding in Videos From Movie Audio Descriptions CVPR 2022
Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset EMNLP 2022
LEVEN: A Large-Scale Chinese Legal Event Detection Dataset ACL 2022
Document-Level Event Argument Extraction via Optimal Transport ACL 2022
Impacts of Low Socio-economic Status on Educational Outcomes: A Narrative Based Analysis EMNLP 2022
PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction ACL 2022
Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data ACL 2022
Pretrained Knowledge Base Embeddings for improved Sentential Relation Extraction ACL 2022
Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking ACL 2022
Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction COLING 2022
Text-to-Text Extraction and Verbalization of Biomedical Event Graphs COLING 2022
Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information COLING 2022
Event Causality Identification via Derivative Prompt Joint Learning COLING 2022
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect COLING 2022
Mining Health-related Cause-Effect Statements with High Precision at Large Scale COLING 2022
Key Mention Pairs Guided Document-Level Relation Extraction COLING 2022
Improving Continual Relation Extraction through Prototypical Contrastive Learning COLING 2022
Consistent Representation Learning for Continual Relation Extraction ACL 2022
RelU-Net: Syntax-aware Graph U-Net for Relational Triple Extraction EMNLP 2022
New Frontiers of Information Extraction NAACL 2022
FAMIE: A Fast Active Learning Framework for Multilingual Information Extraction NAACL 2022
A Human-machine Interface for Few-shot Rule Synthesis for Information Extraction NAACL 2022
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios NAACL 2022