| Dual Pointer Network for Fast Extraction of Multiple Relations in a Sentence | Mar 5, 2021 | DecoderObject | —Unverified | 0 |
| An Iterative Contextualization Algorithm with Second-Order Attention | Mar 3, 2021 | Sentencetext-classification | CodeCode Available | 0 |
| MultiSubs: A Large-scale Multimodal and Multilingual Dataset | Mar 2, 2021 | Multimodal Lexical TranslationMultimodal Text Prediction | CodeCode Available | 0 |
| Unsupervised Word Segmentation with Bi-directional Neural Language Model | Mar 2, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Vyākarana: A Colorless Green Benchmark for Syntactic Evaluation in Indic Languages | Mar 1, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Unbiased Sentence Encoder For Large-Scale Multi-lingual Search Engines | Mar 1, 2021 | Document RankingLanguage Modelling | —Unverified | 0 |
| DOCENT: Learning Self-Supervised Entity Representations from Large Document Collections | Feb 26, 2021 | Knowledge Base CompletionNatural Language Queries | —Unverified | 0 |
| PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts using Transfer Learning | Feb 25, 2021 | Articlesnamed-entity-recognition | —Unverified | 0 |
| A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives | Feb 25, 2021 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| BERT-based Acronym Disambiguation with Multiple Training Strategies | Feb 25, 2021 | Binary ClassificationSentence | —Unverified | 0 |
| Enhanced Modality Transition for Image Captioning | Feb 23, 2021 | DecoderImage Captioning | —Unverified | 0 |
| A Novel Deep Learning Method for Textual Sentiment Analysis | Feb 23, 2021 | Deep LearningSentence | —Unverified | 0 |
| MixUp Training Leads to Reduced Overfitting and Improved Calibration for the Transformer Architecture | Feb 22, 2021 | Data AugmentationNatural Language Understanding | —Unverified | 0 |
| Creating a Universal Dependencies Treebank of Spoken Frisian-Dutch Code-switched Data | Feb 22, 2021 | SentenceSentence segmentation | CodeCode Available | 0 |
| An Attention Ensemble Approach for Efficient Text Classification of Indian Languages | Feb 20, 2021 | General ClassificationSentence | —Unverified | 0 |
| Multilingual Answer Sentence Reranking via Automatically Translated Data | Feb 20, 2021 | Question AnsweringReranking | —Unverified | 0 |
| Multi-Domain Adaptation in Neural Machine Translation Through Multidimensional Tagging | Feb 19, 2021 | ArticlesDomain Adaptation | CodeCode Available | 0 |
| Back Translation Survey for Improving Text Augmentation | Feb 19, 2021 | SentenceSurvey | —Unverified | 0 |
| From Extreme Multi-label to Multi-class: A Hierarchical Approach for Automated ICD-10 Coding Using Phrase-level Attention | Feb 18, 2021 | Sentence | —Unverified | 0 |
| A Context-Enhanced De-identification System | Feb 17, 2021 | Boundary DetectionDe-identification | —Unverified | 0 |
| First Target and Opinion then Polarity: Enhancing Target-opinion Correlation for Aspect Sentiment Triplet Extraction | Feb 17, 2021 | Aspect Sentiment Triplet ExtractionSentence | —Unverified | 0 |
| Have Attention Heads in BERT Learned Constituency Grammar? | Feb 16, 2021 | Natural Language InferenceNatural Language Understanding | —Unverified | 0 |
| Crowdsourcing Parallel Corpus for English-Oromo Neural Machine Translation using Community Engagement Platform | Feb 15, 2021 | DiversityMachine Translation | —Unverified | 0 |
| Jira: a Kurdish Speech Recognition System Designing and Building Speech Corpus and Pronunciation Lexicon | Feb 15, 2021 | Language ModellingSentence | —Unverified | 0 |
| Towards Personalised and Document-level Machine Translation of Dialogue | Feb 11, 2021 | Document Level Machine TranslationMachine Translation | —Unverified | 0 |