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Information Extraction

3209 directly classified papers

Papers per year

Papers

Let’s Stop Incorrect Comparisons in End-to-end Relation Extraction! EMNLP 2020
Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines EMNLP 2020
BENNERD: A Neural Named Entity Linking System for COVID-19 EMNLP 2020
From Dataset Recycling to Multi-Property Extraction and Beyond EMNLP 2020
Unsupervised Keyword Extraction for Full-Sentence VQA EMNLP 2020
Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction ACL 2020
Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer ACL 2020
Automatic Generation of Citation Texts in Scholarly Papers: A Pilot Study ACL 2020
A Joint Neural Model for Information Extraction with Global Features ACL 2020
SemEval-2020 Task 6: Definition Extraction from Free Text with the DEFT Corpus SEMEVAL 2020
Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction SEMEVAL 2020
UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction SEMEVAL 2020
Defx at SemEval-2020 Task 6: Joint Extraction of Concepts and Relations for Definition Extraction SEMEVAL 2020
Span-based Joint Entity and Relation Extraction with Attention-based Span-specific and Contextual Semantic Representations COLING 2020
CEREC: A Corpus for Entity Resolution in Email Conversations COLING 2020
Leveraging HTML in Free Text Web Named Entity Recognition COLING 2020
Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey COLING 2020
Learning Semantic Correspondences from Noisy Data-text Pairs by Local-to-Global Alignments COLING 2020
IntKB: A Verifiable Interactive Framework for Knowledge Base Completion COLING 2020
Data Selection for Bilingual Lexicon Induction from Specialized Comparable Corpora COLING 2020
SemEval-2020 Task 6: Definition Extraction from Free Text with the DEFT Corpus COLING 2020
Hitachi at SemEval-2020 Task 11: An Empirical Study of Pre-Trained Transformer Family for Propaganda Detection COLING 2020
Token Sequence Labeling vs. Clause Classification for English Emotion Stimulus Detection COLING 2020
A survey of embedding models of entities and relationships for knowledge graph completion COLING 2020
Tracing Traditions: Automatic Extraction of Isnads from Classical Arabic Texts COLING 2020