- Named Entity Recognition without Labelled Data: A Weak Supervision Approach
- Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer
- Code and Named Entity Recognition in StackOverflow
- A Unified MRC Framework for Named Entity Recognition
- An Effective Transition-based Model for Discontinuous NER
- Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling
- Multi-Cell Compositional LSTM for NER Domain Adaptation
- Pyramid: A Layered Model for Nested Named Entity Recognition
- Simplify the Usage of Lexicon in Chinese NER
- Bipartite Flat-Graph Network for Nested Named Entity Recognition
- Connecting Embeddings for Knowledge Graph Entity Typing
- Named Entity Recognition as Dependency Parsing
- Neighborhood Matching Network for Entity Alignment
- Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language
- FLAT: Chinese NER Using Flat-Lattice Transformer
- Improving Entity Linking through Semantic Reinforced Entity Embeddings
- From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains
- Temporally-Informed Analysis of Named Entity Recognition
- Sources of Transfer in Multilingual Named Entity Recognition
- Soft Gazetteers for Low-Resource Named Entity Recognition
- Empower Entity Set Expansion via Language Model Probing
- Hierarchical Entity Typing via Multi-level Learning to Rank
- Multi-Domain Named Entity Recognition with Genre-Aware and Agnostic Inference
- TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition
- Embeddings of Label Components for Sequence Labeling: A Case Study of Fine-grained Named Entity Recognition
- A Novel Cascade Binary Tagging Framework for Relational Triple Extraction
- In Layman’s Terms: Semi-Open Relation Extraction from Scientific Texts
- Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction
- Reasoning with Latent Structure Refinement for Document-Level Relation Extraction
- TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task
- Towards Understanding Gender Bias in Neural Relation Extraction
- Dialogue-Based Relation Extraction
- Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents
- Relation Extraction with Explanation
- Revisiting Unsupervised Relation Extraction
- Exploiting the Syntax-Model Consistency for Neural Relation Extraction
- Rationalizing Medical Relation Prediction from Corpus-level Statistics
- ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages
- Knowledge Graph Embedding Compression
- Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding
- A Relational Memory-based Embedding Model for Triple Classification and Search Personalization
- SEEK: Segmented Embedding of Knowledge Graphs
- Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings
- Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction
- A Re-evaluation of Knowledge Graph Completion Methods
- ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding
- Low-Dimensional Hyperbolic Knowledge Graph Embeddings
- Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs