| A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction | Jan 25, 2021 | Joint Entity and Relation ExtractionReading Comprehension | CodeCode Available | 1 |
| EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence Information | Jan 25, 2021 | ClassificationDrug–drug Interaction Extraction | CodeCode Available | 1 |
| WangchanBERTa: Pretraining transformer-based Thai Language Models | Jan 24, 2021 | ArticlesLanguage Modelling | CodeCode Available | 1 |
| Towards a Better Integration of Fuzzy Matches in Neural Machine Translation through Data Augmentation | Jan 24, 2021 | Data AugmentationMachine Translation | CodeCode Available | 1 |
| Debiasing Pre-trained Contextualised Embeddings | Jan 23, 2021 | SentenceWord Embeddings | CodeCode Available | 1 |
| Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach | Jan 19, 2021 | Deep Reinforcement LearningDialogue Generation | CodeCode Available | 1 |
| Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests | Jan 16, 2021 | Decision MakingSentence | CodeCode Available | 1 |
| Match-Ignition: Plugging PageRank into Transformer for Long-form Text Matching | Jan 16, 2021 | Community Question AnsweringForm | CodeCode Available | 1 |
| ComQA:Compositional Question Answering via Hierarchical Graph Neural Networks | Jan 16, 2021 | Answer SelectionMachine Reading Comprehension | CodeCode Available | 1 |
| TSQA: Tabular Scenario Based Question Answering | Jan 14, 2021 | Machine Reading ComprehensionMultiple-choice | CodeCode Available | 1 |
| Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing | Jan 9, 2021 | Dependency ParsingLanguage Modeling | CodeCode Available | 1 |
| Contextual Non-Local Alignment over Full-Scale Representation for Text-Based Person Search | Jan 8, 2021 | DescriptiveSentence | CodeCode Available | 1 |
| Similarity Reasoning and Filtration for Image-Text Matching | Jan 5, 2021 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 1 |
| Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting | Jan 2, 2021 | SentenceText Infilling | CodeCode Available | 1 |
| Deep Representational Re-tuning using Contrastive Tension | Jan 1, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 |
| Intent Classification and Slot Filling for Privacy Policies | Jan 1, 2021 | General Classificationintent-classification | CodeCode Available | 1 |
| Improving BERT with Syntax-aware Local Attention | Dec 30, 2020 | Machine TranslationQuestion Answering | CodeCode Available | 1 |
| WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections | Dec 29, 2020 | Data-to-Text GenerationForm | CodeCode Available | 1 |
| A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification | Dec 28, 2020 | Fact VerificationMisinformation | CodeCode Available | 1 |
| GDPNet: Refining Latent Multi-View Graph for Relation Extraction | Dec 12, 2020 | Dialog Relation ExtractionDynamic Time Warping | CodeCode Available | 1 |
| Document-aligned Japanese-English Conversation Parallel Corpus | Dec 11, 2020 | Machine TranslationSentence | CodeCode Available | 1 |
| EQG-RACE: Examination-Type Question Generation | Dec 11, 2020 | Question GenerationQuestion-Generation | CodeCode Available | 1 |
| Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition | Dec 10, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Unified Streaming and Non-streaming Two-pass End-to-end Model for Speech Recognition | Dec 10, 2020 | DecoderSentence | CodeCode Available | 1 |
| Hateful Memes Detection via Complementary Visual and Linguistic Networks | Dec 9, 2020 | PositionSentence | CodeCode Available | 1 |
