Information Extraction

Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making ACL 2021 ITNLP at SemEval-2021 Task 11: Boosting BERT with Sampling and Adversarial Training for Knowledge Extraction SemEval 2021 Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning EMNLP 2021 Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference ACL 2021 Joint Detection and Coreference Resolution of Entities and Events with Document-level Context Aggregation ACL 2021 Jointly Extracting Explicit and Implicit Relational Triples with Reasoning Pattern Enhanced Binary Pointer Network NAACL 2021 Joint Multimedia Event Extraction from Video and Article EMNLP 2021 KaushikAcharya at SemEval-2021 Task 9: Candidate Generation for Fact Verification over Tables SemEval 2021 Keynote Abstract: Events on a Global Scale: Towards Language-Agnostic Event Extraction ACL 2021 Keyphrase Extraction with Incomplete Annotated Training Data EMNLP 2021 Keyword Extraction Using Unsupervised Learning on the Document’s Adjacency Matrix NAACL 2021 KGP at SemEval-2021 Task 8: Leveraging Multi-Staged Language Models for Extracting Measurements, their Attributes and Relations SemEval 2021 KILT: a Benchmark for Knowledge Intensive Language Tasks NAACL 2021 KnowGraph@IITK at SemEval-2021 Task 11: Building Knowledge Graph for NLP Research SemEval 2021 Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks ACL 2021 Label Verbalization and Entailment for Effective Zero and Few-Shot Relation Extraction EMNLP 2021 LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding ACL 2021 LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification ACL 2021 Learning Cross-Task Attribute - Attribute Similarity for Multi-task Attribute-Value Extraction ACL 2021 Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking ACL 2021 Learning from Limited Labels for Long Legal Dialogue EMNLP 2021 Learning from Noisy Labels for Entity-Centric Information Extraction EMNLP 2021 Learning Latent Structures for Cross Action Phrase Relations in Wet Lab Protocols ACL 2021 Learning Prototype Representations Across Few-Shot Tasks for Event Detection EMNLP 2021 Learning Relatedness between Types with Prototypes for Relation Extraction EACL 2021