| Diverse Pretrained Context Encodings Improve Document Translation | Jun 7, 2021 | Document TranslationSentence | —Unverified | 0 |
| Semantic and Syntactic Enhanced Aspect Sentiment Triplet Extraction | Jun 7, 2021 | Aspect Sentiment Triplet ExtractionSentence | —Unverified | 0 |
| On the Language Coverage Bias for Neural Machine Translation | Jun 7, 2021 | Data AugmentationMachine Translation | —Unverified | 0 |
| Relative Importance in Sentence Processing | Jun 7, 2021 | Natural Language UnderstandingSentence | CodeCode Available | 1 |
| LAWDR: Language-Agnostic Weighted Document Representations from Pre-trained Models | Jun 7, 2021 | Representation LearningSentence | —Unverified | 0 |
| An Adversarial Learning based Multi-Step Spoken Language Understanding System through Human-Computer Interaction | Jun 6, 2021 | Dialogue State TrackingSemantic Frame Parsing | —Unverified | 0 |
| Let's be explicit about that: Distant supervision for implicit discourse relation classification via connective prediction | Jun 6, 2021 | ClassificationImplicit Discourse Relation Classification | —Unverified | 0 |
| Deep Source-Channel Coding for Sentence Semantic Transmission with HARQ | Jun 6, 2021 | Semantic CommunicationSentence | —Unverified | 0 |
| A Targeted Assessment of Incremental Processing in Neural LanguageModels and Humans | Jun 6, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Extractive Research Slide Generation Using Windowed Labeling Ranking | Jun 6, 2021 | Extractive SummarizationSentence | CodeCode Available | 1 |
| Recursive Tree Attention: Improving Semantic Representations with Syntactic Tree Structured Attention Mechanism | Jun 4, 2021 | Constituency ParsingRepresentation Learning | —Unverified | 0 |
| MultiOpEd: A Corpus of Multi-Perspective News Editorials | Jun 4, 2021 | Multi-Task LearningSentence | CodeCode Available | 1 |
| Entity Concept-enhanced Few-shot Relation Extraction | Jun 4, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Neural semi-Markov CRF for Monolingual Word Alignment | Jun 4, 2021 | Paraphrase GenerationSentence | CodeCode Available | 1 |
| Annotation Curricula to Implicitly Train Non-Expert Annotators | Jun 4, 2021 | Sentence | CodeCode Available | 0 |
| Self-supervised Dialogue Learning for Spoken Conversational Question Answering | Jun 4, 2021 | Conversational Question Answeringcoreference-resolution | —Unverified | 0 |
| Recurrent Neural Networks with Mixed Hierarchical Structures for Natural Language Processing | Jun 4, 2021 | Document ClassificationSentence | —Unverified | 0 |
| On Classifying Continuous Constraint Satisfaction Problems | Jun 4, 2021 | Sentence | —Unverified | 0 |
| Cross-language Sentence Selection via Data Augmentation and Rationale Training | Jun 4, 2021 | Data AugmentationMachine Translation | —Unverified | 0 |
| NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer | Jun 4, 2021 | SentenceStyle Transfer | CodeCode Available | 1 |
| COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion | Jun 4, 2021 | SentenceStory Completion | CodeCode Available | 1 |
| Self-Guided Contrastive Learning for BERT Sentence Representations | Jun 3, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction | Jun 3, 2021 | AllDocument-level Relation Extraction | CodeCode Available | 1 |
| Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution | Jun 3, 2021 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain | Jun 3, 2021 | Natural Language UnderstandingSentence | —Unverified | 0 |
