Named Entity Recognition

GEMNET: Effective Gated Gazetteer Representations for Recognizing Complex Entities in Low-context Input NAACL 2021 GEPSA, a tool for monitoring social challenges in digital press EACL 2021 Goodwill Hunting: Analyzing and Repurposing Off-the-Shelf Named Entity Linking Systems NAACL 2021 Guided Attention Network for Concept Extraction IJCAI 2021 Highly Parallel Autoregressive Entity Linking with Discriminative Correction EMNLP 2021 HiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition EMNLP 2021 How Low is Too Low? A Computational Perspective on Extremely Low-Resource Languages ACL 2021 How to Adapt Your Pretrained Multilingual Model to 1600 Languages ACL 2021 Identification of profession & occupation in Health-related Social Media using tweets in Spanish NAACL 2021 Identifying Named Entities as they are Typed EACL 2021 Identifying professions & occupations in Health-related Social Media using Natural Language Processing NAACL 2021 Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair Prediction EMNLP 2021 Improved Named Entity Recognition for Noisy Call Center Transcripts EMNLP 2021 Improving Biomedical Pretrained Language Models with Knowledge NAACL 2021 Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning EMNLP 2021 Improving Model Generalization: A Chinese Named Entity Recognition Case Study ACL 2021 Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning ACL 2021 Incorporating Bidirection-Interactive Information and Semantic Features for Relational Facts Extraction (Student Abstract) AAAI 2021 Integrating Higher-Level Semantics into Robust Biomedical Name Representations EACL 2021 Integrating Lexical Information into Entity Neighbourhood Representations for Relation Prediction NAACL 2021 Investigation on Data Adaptation Techniques for Neural Named Entity Recognition ACL 2021 Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference ACL 2021 Journalistic Guidelines Aware News Image Captioning EMNLP 2021 Knowledge-aware Named Entity Recognition with Alleviating Heterogeneity AAAI 2021 Language Clustering for Multilingual Named Entity Recognition EMNLP 2021