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Information Extraction

3209 directly classified papers

Papers per year

Papers

A Taxonomical NLP Blueprint to Support Financial Decision Making through Information-Centred Interactions EMNLP 2022
Few-Shot Cross-Lingual Learning for Event Detection EMNLP 2022
E-NER — An Annotated Named Entity Recognition Corpus of Legal Text EMNLP 2022
What Do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification ACL 2022
Mining Health-related Cause-Effect Statements with High Precision at Large Scale COLING 2022
COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System ACL 2022
Key Mention Pairs Guided Document-Level Relation Extraction COLING 2022
Dynamic Prefix-Tuning for Generative Template-based Event Extraction ACL 2022
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding ACL 2022
Improving Continual Relation Extraction through Prototypical Contrastive Learning COLING 2022
Probing for Predicate Argument Structures in Pretrained Language Models ACL 2022
MIMICause: Representation and automatic extraction of causal relation types from clinical notes ACL 2022
Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction ACL 2022
DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction ACL 2022
HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction ACL 2022
Saliency as Evidence: Event Detection with Trigger Saliency Attribution ACL 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
LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding ACL 2022
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios NAACL 2022
Low Resource Causal Event Detection from Biomedical Literature ACL 2022
Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark Datasets ACL 2022
ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations NAACL 2022
HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction NAACL 2022