Named Entity Recognition

Towards Robust Named Entity Recognition for Historic German ACL 2019 Towards Text Processing Pipelines to Identify Adverse Drug Events-related Tweets: University of Michigan @ SMM4H 2019 Task 1 ACL 2019 Transfer Learning for Health-related Twitter Data ACL 2019 Transfer Learning in Biomedical Named Entity Recognition: An Evaluation of BERT in the PharmaCoNER task EMNLP 2019 Trigger Word Detection and Thematic Role Identification via BERT and Multitask Learning EMNLP 2019 Tuning Multilingual Transformers for Language-Specific Named Entity Recognition ACL 2019 University of Arizona at SemEval-2019 Task 12: Deep-Affix Named Entity Recognition of Geolocation Entities SemEval 2019 Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling EMNLP 2019 Using Automatically Extracted Minimum Spans to Disentangle Coreference Evaluation from Boundary Detection ACL 2019 Using Machine Learning and Deep Learning Methods to Find Mentions of Adverse Drug Reactions in Social Media ACL 2019 Using Similarity Measures to Select Pretraining Data for NER NAACL 2019 Using Snomed to recognize and index chemical and drug mentions. EMNLP 2019 UZH@CRAFT-ST: a Sequence-labeling Approach to Concept Recognition EMNLP 2019 VSP at PharmaCoNER 2019: Recognition of Pharmacological Substances, Compounds and Proteins with Recurrent Neural Networks in Spanish Clinical Cases EMNLP 2019 Weakly Supervised Attention Networks for Entity Recognition EMNLP 2019 What do Entity-Centric Models Learn? Insights from Entity Linking in Multi-Party Dialogue NAACL 2019 What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis EMNLP 2019 When Specialization Helps: Using Pooled Contextualized Embeddings to Detect Chemical and Biomedical Entities in Spanish EMNLP 2019 Who Blames Whom in a Crisis? Detecting Blame Ties from News Articles Using Neural Networks AAAI 2019 Zero-Shot Cross-lingual Name Retrieval for Low-Resource Languages EMNLP 2019 Zero-Shot Neural Transfer for Cross-Lingual Entity Linking AAAI 2019 Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations EMNLP 2018 Adversarial training for multi-context joint entity and relation extraction EMNLP 2018 Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism EMNLP 2018 A Framework for Developing and Evaluating Word Embeddings of Drug-named Entity ACL 2018