| Robust Benchmarking for Machine Learning of Clinical Entity Extraction | Jul 31, 2020 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Augmented Understanding and Automated Adaptation of Curation Rules | Jul 17, 2020 | Entity Extraction using GANPOS | —Unverified | 0 |
| Neural Knowledge Extraction From Cloud Service Incidents | Jul 10, 2020 | Cloud ComputingEntity Extraction using GAN | —Unverified | 0 |
| Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction | Jul 1, 2020 | Entity Extraction using GANOpinion Mining | CodeCode Available | 1 |
| Named Entity Extraction with Finite State Transducers | Jun 20, 2020 | Entity Extraction using GANTAG | CodeCode Available | 0 |
| Causal Knowledge Extraction from Scholarly Papers in Social Sciences | Jun 16, 2020 | ArticlesEntity Extraction using GAN | —Unverified | 0 |
| Extensive Error Analysis and a Learning-Based Evaluation of Medical Entity Recognition Systems to Approximate User Experience | Jun 9, 2020 | Entity Extraction using GANNER | —Unverified | 0 |
| Where are we in Named Entity Recognition from Speech? | May 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| MT-Clinical BERT: Scaling Clinical Information Extraction with Multitask Learning | Apr 21, 2020 | Entity Extraction using GAN | CodeCode Available | 1 |
| Common-Knowledge Concept Recognition for SEVA | Mar 26, 2020 | Entity Extraction using GANgraph construction | CodeCode Available | 0 |
| Entity Extraction from Wikipedia List Pages | Mar 11, 2020 | Entity Extraction using GANKnowledge Graphs | —Unverified | 0 |
| The STEM-ECR Dataset: Grounding Scientific Entity References in STEM Scholarly Content to Authoritative Encyclopedic and Lexicographic Sources | Mar 2, 2020 | Entity Extraction using GANEntity Linking | —Unverified | 0 |
| ScopeIt: Scoping Task Relevant Sentences in Documents | Feb 23, 2020 | Entity Extraction using GANIntent Detection | —Unverified | 0 |
| Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks | Jan 30, 2020 | Entity Extraction using GANGeneral Classification | CodeCode Available | 1 |
| MedCAT -- Medical Concept Annotation Tool | Dec 18, 2019 | Active LearningEntity Extraction using GAN | —Unverified | 0 |
| Pipelines for Procedural Information Extraction from Scientific Literature: Towards Recipes using Machine Learning and Data Science | Dec 16, 2019 | BIG-bench Machine LearningEntity Extraction using GAN | CodeCode Available | 0 |
| Latent Semantic Search and Information Extraction Architecture | Nov 30, 2019 | Entity Extraction using GAN | —Unverified | 0 |
| CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning | Nov 24, 2019 | Entity Extraction using GANMulti-Task Learning | CodeCode Available | 1 |
| Entity Extraction with Knowledge from Web Scale Corpora | Nov 21, 2019 | Entity Extraction using GAN | —Unverified | 0 |
| Drug Repurposing for Cancer: An NLP Approach to Identify Low-Cost Therapies | Nov 18, 2019 | Entity Extraction using GANGeneral Classification | —Unverified | 0 |
| Using Snomed to recognize and index chemical and drug mentions. | Nov 1, 2019 | BIG-bench Machine LearningEntity Extraction using GAN | —Unverified | 0 |
| A Unified MRC Framework for Named Entity Recognition | Oct 25, 2019 | Chinese Named Entity RecognitionEntity Extraction using GAN | CodeCode Available | 1 |
| GNTeam at 2018 n2c2: Feature-augmented BiLSTM-CRF for drug-related entity recognition in hospital discharge summaries | Sep 23, 2019 | Entity Extraction using GANnamed-entity-recognition | CodeCode Available | 0 |
| EATEN: Entity-aware Attention for Single Shot Visual Text Extraction | Sep 20, 2019 | DecoderEntity Extraction using GAN | CodeCode Available | 0 |
| Query-Based Named Entity Recognition | Aug 24, 2019 | Entity Extraction using GANMachine Reading Comprehension | —Unverified | 0 |
