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Information Extraction

3209 directly classified papers

Papers per year

Papers

MEE: A Novel Multilingual Event Extraction Dataset EMNLP 2022
Syntactically Rich Discriminative Training: An Effective Method for Open Information Extraction EMNLP 2022
NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge EMNLP 2022
A Framework for Adapting Pre-Trained Language Models to Knowledge Graph Completion EMNLP 2022
Open Relation and Event Type Discovery with Type Abstraction EMNLP 2022
PHEE: A Dataset for Pharmacovigilance Event Extraction from Text EMNLP 2022
A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach EMNLP 2022
A Speaker-Aware Co-Attention Framework for Medical Dialogue Information Extraction EMNLP 2022
Improving Discriminative Learning for Zero-Shot Relation Extraction ACL 2022
ALToolbox: A Set of Tools for Active Learning Annotation of Natural Language Texts EMNLP 2022
Extracting a Knowledge Base of COVID-19 Events from Social Media COLING 2022
Transparent Semantic Parsing with Universal Dependencies Using Graph Transformations COLING 2022
PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training EMNLP 2022
Focus! Relevant and Sufficient Context Selection for News Image Captioning EMNLP 2022
Using Contextual Sentence Analysis Models to Recognize ESG Concepts EMNLP 2022
Zero-shot Script Parsing COLING 2022
Overview of the WANLP 2022 Shared Task on Propaganda Detection in Arabic EMNLP 2022
Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization EMNLP 2021
Graph Based Network with Contextualized Representations of Turns in Dialogue EMNLP 2021
LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification ACL 2021
Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case EMNLP 2021
A Neural Transition-based Joint Model for Disease Named Entity Recognition and Normalization ACL 2021
Extend, don’t rebuild: Phrasing conditional graph modification as autoregressive sequence labelling EMNLP 2021
Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking? ACL 2021
LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking ACL 2021