| Context- and Sequence-Aware Convolutional Recurrent Encoder for Neural Machine Translation | Jan 11, 2021 | DecoderMachine Translation | —Unverified | 0 |
| Unifying Relational Sentence Generation and Retrieval for Medical Image Report Composition | Jan 9, 2021 | RetrievalSentence | —Unverified | 0 |
| Learning Better Sentence Representation with Syntax Information | Jan 9, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Generate Natural Language Explanations for Recommendation | Jan 9, 2021 | DenoisingExplainable Recommendation | —Unverified | 0 |
| Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing | Jan 9, 2021 | Dependency ParsingLanguage Modeling | CodeCode Available | 1 |
| Misspelling Correction with Pre-trained Contextual Language Model | Jan 8, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Novel Word Sense Disambiguation Approach Using WordNet Knowledge Graph | Jan 8, 2021 | ClusteringInformation Retrieval | —Unverified | 0 |
| Contextual Non-Local Alignment over Full-Scale Representation for Text-Based Person Search | Jan 8, 2021 | DescriptiveSentence | CodeCode Available | 1 |
| Applying Transfer Learning for Improving Domain-Specific Search Experience Using Query to Question Similarity | Jan 7, 2021 | QQPQuestion Similarity | —Unverified | 0 |
| CoNFET: An English Sentence to Emojis Translation Algorithm | Jan 6, 2021 | Natural Language UnderstandingSentence | CodeCode Available | 0 |
| Can RNNs learn Recursive Nested Subject-Verb Agreements? | Jan 6, 2021 | Sentence | —Unverified | 0 |
| Deep Neural Network Based Relation Extraction: An Overview | Jan 6, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Inmate population models with nonhomogeneous sentence lengths and their effects in an epidemiological model | Jan 6, 2021 | Sentence | —Unverified | 0 |
| Local Translation Services for Neglected Languages | Jan 5, 2021 | SentenceTranslation | —Unverified | 0 |
| Similarity Reasoning and Filtration for Image-Text Matching | Jan 5, 2021 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 1 |
| A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis | Jan 4, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Attentive Tree-structured Network for Monotonicity Reasoning | Jan 3, 2021 | Natural Language InferenceSentence | —Unverified | 0 |
| Recoding latent sentence representations -- Dynamic gradient-based activation modification in RNNs | Jan 3, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| SDA: Improving Text Generation with Self Data Augmentation | Jan 2, 2021 | Data AugmentationImitation Learning | —Unverified | 0 |
| Lex-BERT: Enhancing BERT based NER with lexicons | Jan 2, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| On-the-Fly Attention Modulation for Neural Generation | Jan 2, 2021 | Language ModellingSentence | —Unverified | 0 |
| Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting | Jan 2, 2021 | SentenceText Infilling | CodeCode Available | 1 |
| Multitask Learning for Class-Imbalanced Discourse Classification | Jan 2, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Neural Language Models vs Wordnet-based Semantically Enriched Representation in CST Relation Recognition | Jan 1, 2021 | RelationSentence | —Unverified | 0 |
| Fast Video Moment Retrieval | Jan 1, 2021 | Moment RetrievalRetrieval | —Unverified | 0 |
| Visual-Textual Attentive Semantic Consistency for Medical Report Generation | Jan 1, 2021 | DecoderMedical Report Generation | —Unverified | 0 |
| STVGBert: A Visual-Linguistic Transformer Based Framework for Spatio-Temporal Video Grounding | Jan 1, 2021 | ObjectSentence | —Unverified | 0 |
| Intent Classification and Slot Filling for Privacy Policies | Jan 1, 2021 | General Classificationintent-classification | CodeCode Available | 1 |
| AriEL: Volume Coding for Sentence Generation Comparisons | Jan 1, 2021 | RetrievalSentence | —Unverified | 0 |
| Exploring Routing Strategies for Multilingual Mixture-of-Experts Models | Jan 1, 2021 | DecoderMixture-of-Experts | —Unverified | 0 |
| PhraseTransformer: Self-Attention using Local Context for Semantic Parsing | Jan 1, 2021 | Machine TranslationSemantic Parsing | CodeCode Available | 0 |
| Taking Notes on the Fly Helps Language Pre-Training | Jan 1, 2021 | Sentence | —Unverified | 0 |
| Efficient Neural Machine Translation with Prior Word Alignment | Jan 1, 2021 | Machine TranslationNMT | —Unverified | 0 |
| Learning to Generate Questions by Recovering Answer-containing Sentences | Jan 1, 2021 | Machine Reading ComprehensionQuestion Answering | —Unverified | 0 |
| Symbol-Shift Equivariant Neural Networks | Jan 1, 2021 | Question AnsweringSentence | —Unverified | 0 |
| Improving Abstractive Dialogue Summarization with Conversational Structure and Factual Knowledge | Jan 1, 2021 | Abstractive Dialogue SummarizationSentence | —Unverified | 0 |
| A Text GAN for Language Generation with Non-Autoregressive Generator | Jan 1, 2021 | DeciphermentRepresentation Learning | —Unverified | 0 |
| Translation Memory Guided Neural Machine Translation | Jan 1, 2021 | DecoderLanguage Modeling | —Unverified | 0 |
| Contrasting distinct structured views to learn sentence embeddings | Jan 1, 2021 | SentenceSentence Embedding | —Unverified | 0 |
| Refine and Imitate: Reducing Repetition and Inconsistency in Dialogue Generation via Reinforcement Learning and Human Demonstration | Jan 1, 2021 | Dialogue GenerationLanguage Modeling | —Unverified | 0 |
| Representational correlates of hierarchical phrase structure in deep language models | Jan 1, 2021 | SensitivitySentence | —Unverified | 0 |
| Deep Representational Re-tuning using Contrastive Tension | Jan 1, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 |
| Learning to Use Future Information in Simultaneous Translation | Jan 1, 2021 | DecoderMachine Translation | CodeCode Available | 0 |
| TextTN: Probabilistic Encoding of Language on Tensor Network | Jan 1, 2021 | General ClassificationSentence | —Unverified | 0 |
| Later Span Adaptation for Language Understanding | Jan 1, 2021 | Natural Language UnderstandingSentence | —Unverified | 0 |
| Learning to Disentangle Textual Representations and Attributes via Mutual Information | Jan 1, 2021 | AttributeDisentanglement | —Unverified | 0 |
| Towards end-to-end disease prediction from raw metagenomic data | Jan 1, 2021 | Disease PredictionMultiple Instance Learning | —Unverified | 0 |
| Universal Sentence Representations Learning with Conditional Masked Language Model | Jan 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Mem2Mem: Learning to Summarize Long Texts with Memory Compression and Transfer | Jan 1, 2021 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| Syntactic representations in the human brain: beyond effort-based metrics | Jan 1, 2021 | Sentence | —Unverified | 0 |