| 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 |
| Information Extraction of Clinical Trial Eligibility Criteria | Jun 12, 2020 | ClusteringDiversity | CodeCode Available | 1 |
| The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain | Jun 4, 2020 | Articlesnamed-entity-recognition | CodeCode Available | 1 |
| Exploring Cross-sentence Contexts for Named Entity Recognition with BERT | Jun 2, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| 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 |
| 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 |
| Named Entity Recognition as Dependency Parsing | May 14, 2020 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 1 |
| NAT: Noise-Aware Training for Robust Neural Sequence Labeling | May 14, 2020 | Data Augmentationnamed-entity-recognition | CodeCode Available | 1 |
| An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining | May 6, 2020 | Multi-Task Learningnamed-entity-recognition | CodeCode Available | 1 |
| 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 |
| KLEJ: Comprehensive Benchmark for Polish Language Understanding | May 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language Processing | May 1, 2020 | Arabic Sentiment AnalysisArabic Text Diacritization | CodeCode Available | 1 |
| Introducing RONEC - the Romanian Named Entity Corpus | May 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| MTSI-BERT: A Session-aware Knowledge-based Conversational Agent | May 1, 2020 | Chatbotintent-classification | CodeCode Available | 1 |
| Bipartite Flat-Graph Network for Nested Named Entity Recognition | May 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Named Entity Recognition without Labelled Data: A Weak Supervision Approach | Apr 30, 2020 | Articlesnamed-entity-recognition | CodeCode Available | 1 |
| An Empirical Study of Pre-trained Transformers for Arabic Information Extraction | Apr 30, 2020 | Cross-Lingual TransferLanguage Modelling | CodeCode Available | 1 |
| Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition | Apr 29, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| An Effective Transition-based Model for Discontinuous NER | Apr 28, 2020 | modelnamed-entity-recognition | CodeCode Available | 1 |
| Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling | Apr 24, 2020 | Cross-Domain Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
