| MERMAID: Metaphor Generation with Symbolism and Discriminative Decoding | Mar 11, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Iterative Shrinking for Referring Expression Grounding Using Deep Reinforcement Learning | Mar 9, 2021 | Deep Reinforcement LearningReferring Expression | CodeCode Available | 1 |
| ReadNet: A Hierarchical Transformer Framework for Web Article Readability Analysis | Mar 6, 2021 | ArticlesSentence | CodeCode Available | 1 |
| Error-driven Fixed-Budget ASR Personalization for Accented Speakers | Mar 4, 2021 | Sentence | CodeCode Available | 1 |
| An Empirical Study of Compound PCFGs | Mar 3, 2021 | Sentence | CodeCode Available | 1 |
| Pre-trained Deep Convolution Neural Network Model With Attention for Speech Emotion Recognition | Mar 2, 2021 | Emotion RecognitionSentence | CodeCode Available | 1 |
| Cryptonite: A Cryptic Crossword Benchmark for Extreme Ambiguity in Language | Mar 1, 2021 | SentenceWorld Knowledge | CodeCode Available | 1 |
| Transformer in Transformer | Feb 27, 2021 | Fine-Grained Image ClassificationImage Classification | CodeCode Available | 1 |
| QNLP in Practice: Running Compositional Models of Meaning on a Quantum Computer | Feb 25, 2021 | SentenceSentence Classification | CodeCode Available | 1 |
| Using Transformer based Ensemble Learning to classify Scientific Articles | Feb 19, 2021 | ArticlesEnsemble Learning | CodeCode Available | 1 |
| Revisiting Language Encoding in Learning Multilingual Representations | Feb 16, 2021 | SentenceWord Embeddings | CodeCode Available | 1 |
| Non-Autoregressive Text Generation with Pre-trained Language Models | Feb 16, 2021 | Machine TranslationSentence | CodeCode Available | 1 |
| End-to-end Audio-visual Speech Recognition with Conformers | Feb 12, 2021 | Audio-Visual Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| The MSR-Video to Text Dataset with Clean Annotations | Feb 12, 2021 | SentenceVideo Captioning | CodeCode Available | 1 |
| Cross-Domain Multi-Task Learning for Sequential Sentence Classification in Research Papers | Feb 11, 2021 | Multi-Task LearningSentence | CodeCode Available | 1 |
| An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning | Feb 11, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Unsupervised Extractive Summarization using Pointwise Mutual Information | Feb 11, 2021 | ArticlesExtractive Summarization | CodeCode Available | 1 |
| Bias Out-of-the-Box: An Empirical Analysis of Intersectional Occupational Biases in Popular Generative Language Models | Feb 8, 2021 | Language ModellingSentence | CodeCode Available | 1 |
| An Improved Baseline for Sentence-level Relation Extraction | Feb 2, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Neural Sentence Ordering Based on Constraint Graphs | Jan 27, 2021 | SentenceSentence Ordering | CodeCode Available | 1 |
| LSOIE: A Large-Scale Dataset for Supervised Open Information Extraction | Jan 27, 2021 | DiversityNatural Language Inference | CodeCode Available | 1 |
| Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs | Jan 26, 2021 | Data AugmentationDecoder | CodeCode Available | 1 |
| Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT | Jan 26, 2021 | Sentence | CodeCode Available | 1 |
| CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata | Jan 25, 2021 | Entity LinkingSentence | CodeCode Available | 1 |
| SpanEmo: Casting Multi-label Emotion Classification as Span-prediction | Jan 25, 2021 | Author ProfilingClassification | CodeCode Available | 1 |
| 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 |