Information Extraction

Revisiting Unsupervised Relation Extraction ACL 2020 SynSetExpan: An Iterative Framework for Joint Entity Set Expansion and Synonym Discovery EMNLP 2020 Systematic Comparison of Neural Architectures and Training Approaches for Open Information Extraction EMNLP 2020 TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task ACL 2020 Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons EMNLP 2020 Towards Modeling Revision Requirements in wikiHow Instructions EMNLP 2020 What’s in a Name? Are BERT Named Entity Representations just as Good for any other Name? ACL 2020 “Who said it, and Why?” Provenance for Natural Language Claims ACL 2020 ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages ACL 2020 A Context-based Framework for Modeling the Role and Function of On-line Resource Citations in Scientific Literature EMNLP 2019 A Hierarchical Multi-Task Approach for Learning Embeddings from Semantic Tasks AAAI 2019 Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge ACL 2019 COIN: A Large-Scale Dataset for Comprehensive Instructional Video Analysis CVPR 2019 Cost-sensitive Regularization for Label Confusion-aware Event Detection ACL 2019 Deep Cascade Multi-Task Learning for Slot Filling in Online Shopping Assistant AAAI 2019 Distant Learning for Entity Linking with Automatic Noise Detection ACL 2019 Distilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation Learning ACL 2019 Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition ACL 2019 Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis ACL 2019 Embedding Time Expressions for Deep Temporal Ordering Models ACL 2019 Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts ACL 2019 Entity resolution for noisy ASR transcripts EMNLP 2019 Event Detection with Multi-Order Graph Convolution and Aggregated Attention EMNLP 2019 Exploring Pre-trained Language Models for Event Extraction and Generation ACL 2019 Extracting Complex Relations from Banking Documents EMNLP 2019