| Adversarial Evaluation of BERT for Biomedical Named Entity Recognition | Jul 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| GLUECoS: An Evaluation Benchmark for Code-Switched NLP | Jul 1, 2020 | Language Identificationnamed-entity-recognition | —Unverified | 0 |
| Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer | Jul 1, 2020 | multimodal interactionMulti-modal Named Entity Recognition | CodeCode Available | 1 |
| SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling | Jul 1, 2020 | ChunkingGeneral Classification | —Unverified | 0 |
| Temporally-Informed Analysis of Named Entity Recognition | Jul 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Multi-Domain Named Entity Recognition with Genre-Aware and Agnostic Inference | Jul 1, 2020 | Multi-Task Learningnamed-entity-recognition | —Unverified | 0 |
| Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling | Jul 1, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| EVIDENCEMINER: Textual Evidence Discovery for Life Sciences | Jul 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Pyramid: A Layered Model for Nested Named Entity Recognition | Jul 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab | Jul 1, 2020 | Managementnamed-entity-recognition | —Unverified | 0 |
| Improving Sequence Tagging for Vietnamese Text Using Transformer-based Neural Models | Jun 29, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| BOND: BERT-Assisted Open-Domain Named Entity Recognition with Distant Supervision | Jun 28, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| NLPContributions: An Annotation Scheme for Machine Reading of Scholarly Contributions in Natural Language Processing Literature | Jun 23, 2020 | ArticlesMachine Translation | CodeCode Available | 0 |
| Chatbot: A Conversational Agent employed with Named Entity Recognition Model using Artificial Neural Network | Jun 19, 2020 | ChatbotInformation Retrieval | —Unverified | 0 |
| Building Low-Resource NER Models Using Non-Speaker Annotation | Jun 17, 2020 | Low Resource Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Information Extraction of Clinical Trial Eligibility Criteria | Jun 12, 2020 | ClusteringDiversity | CodeCode Available | 1 |
| Foreseeing the Benefits of Incidental Supervision | Jun 9, 2020 | InformativenessLearning Theory | CodeCode Available | 0 |
| DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature | Jun 5, 2020 | Feature Engineeringnamed-entity-recognition | —Unverified | 0 |
| Quantum Criticism: A Tagged News Corpus Analysed for Sentiment and Named Entities | Jun 5, 2020 | Articlesnamed-entity-recognition | —Unverified | 0 |
| The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain | Jun 4, 2020 | Articlesnamed-entity-recognition | CodeCode Available | 1 |
| Embeddings of Label Components for Sequence Labeling: A Case Study of Fine-grained Named Entity Recognition | Jun 2, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Exploring Cross-sentence Contexts for Named Entity Recognition with BERT | Jun 2, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| O\`u en sommes-nous dans la reconnaissance des entit\'es nomm\'ees structur\'ees \`a partir de la parole ? (Where are we in Named Entity Recognition from speech ?) | Jun 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Contextualized French Language Models for Biomedical Named Entity Recognition | Jun 1, 2020 | AnatomyLanguage Modeling | —Unverified | 0 |
| Recognizing Chinese Judicial Named Entity using BiLSTM-CRF | May 31, 2020 | Information Retrievalnamed-entity-recognition | —Unverified | 0 |
| Noise Robust Named Entity Understanding for Voice Assistants | May 29, 2020 | domain classificationEntity Linking | —Unverified | 0 |
| Establishing a New State-of-the-Art for French Named Entity Recognition | May 27, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| ParsBERT: Transformer-based Model for Persian Language Understanding | May 26, 2020 | modelNamed Entity Recognition | CodeCode Available | 1 |
| MASK: A flexible framework to facilitate de-identification of clinical texts | May 24, 2020 | De-identificationnamed-entity-recognition | CodeCode Available | 1 |
| Bootstrapping Named Entity Recognition in E-Commerce with Positive Unlabeled Learning | May 22, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| End-to-end Named Entity Recognition from English Speech | May 22, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| BERTweet: A pre-trained language model for English Tweets | May 20, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Improving Named Entity Recognition in Tor Darknet with Local Distance Neighbor Feature | May 18, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Are All Languages Created Equal in Multilingual BERT? | May 18, 2020 | AllCross-Lingual Transfer | —Unverified | 0 |
| An Evaluation of Recent Neural Sequence Tagging Models in Turkish Named Entity Recognition | May 14, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| NAT: Noise-Aware Training for Robust Neural Sequence Labeling | May 14, 2020 | Data Augmentationnamed-entity-recognition | CodeCode Available | 1 |
| Named Entity Recognition as Dependency Parsing | May 14, 2020 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 1 |
| The Structured Weighted Violations MIRA | May 9, 2020 | Chunkingnamed-entity-recognition | CodeCode Available | 0 |
| LinCE: A Centralized Benchmark for Linguistic Code-switching Evaluation | May 9, 2020 | Language Identificationnamed-entity-recognition | —Unverified | 0 |
| An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining | May 6, 2020 | Multi-Task Learningnamed-entity-recognition | CodeCode Available | 1 |
| Learning Architectures from an Extended Search Space for Language Modeling | May 6, 2020 | ChunkingLanguage Modeling | —Unverified | 0 |
| Soft Gazetteers for Low-Resource Named Entity Recognition | May 4, 2020 | Cross-Lingual Entity LinkingEntity Linking | CodeCode Available | 1 |
| Code and Named Entity Recognition in StackOverflow | May 4, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Sources of Transfer in Multilingual Named Entity Recognition | May 2, 2020 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| SC-CoMIcs: A Superconductivity Corpus for Materials Informatics | May 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language Processing | May 1, 2020 | Arabic Sentiment AnalysisArabic Text Diacritization | CodeCode Available | 1 |
| Word Embedding Evaluation in Downstream Tasks and Semantic Analogies | May 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Ontology-Style Relation Annotation: A Case Study | May 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Where are we in Named Entity Recognition from Speech? | May 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| MTSI-BERT: A Session-aware Knowledge-based Conversational Agent | May 1, 2020 | Chatbotintent-classification | CodeCode Available | 1 |