Information Extraction

Benchmarking Scalable Methods for Streaming Cross Document Entity Coreference ACL 2021 CitationIE: Leveraging the Citation Graph for Scientific Information Extraction ACL 2021 CNNBiF: CNN-based Bigram Features for Named Entity Recognition EMNLP 2021 CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild EMNLP 2021 Cyclic Co-Learning of Sounding Object Visual Grounding and Sound Separation CVPR 2021 Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks ACL 2021 Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training EMNLP 2021 DocParser: Hierarchical Document Structure Parsing from Renderings AAAI 2021 Document-level Entity-based Extraction as Template Generation EMNLP 2021 Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker ACL 2021 Document-level Event Extraction via Parallel Prediction Networks ACL 2021 Effective Use of Graph Convolution Network and Contextual Sub-Tree for Commodity News Event Extraction EMNLP 2021 Entity and Evidence Guided Document-Level Relation Extraction ACL 2021 Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction AAAI 2021 ExcavatorCovid: Extracting Events and Relations from Text Corpora for Temporal and Causal Analysis for COVID-19 EMNLP 2021 Exploring Decomposition for Table-based Fact Verification EMNLP 2021 FL-MSRE: A Few-Shot Learning based Approach to Multimodal Social Relation Extraction AAAI 2021 From Discourse to Narrative: Knowledge Projection for Event Relation Extraction ACL 2021 HiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition EMNLP 2021 Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention EMNLP 2021 How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction ACL 2021 Language Clustering for Multilingual Named Entity Recognition EMNLP 2021 Learning to Check Contract Inconsistencies AAAI 2021 Low-Rank Subspaces for Unsupervised Entity Linking EMNLP 2021 Modality and Negation in Event Extraction ACL 2021