| On the Language Coverage Bias for Neural Machine Translation | Jun 7, 2021 | Data AugmentationMachine Translation | —Unverified | 0 |
| 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 |
| 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 |
| Annotation Curricula to Implicitly Train Non-Expert Annotators | Jun 4, 2021 | Sentence | CodeCode Available | 0 |
| Recurrent Neural Networks with Mixed Hierarchical Structures for Natural Language Processing | Jun 4, 2021 | Document ClassificationSentence | —Unverified | 0 |
| NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer | Jun 4, 2021 | SentenceStyle Transfer | CodeCode Available | 1 |
| 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 |
| Neural semi-Markov CRF for Monolingual Word Alignment | Jun 4, 2021 | Paraphrase GenerationSentence | CodeCode Available | 1 |
| Self-supervised Dialogue Learning for Spoken Conversational Question Answering | Jun 4, 2021 | Conversational Question Answeringcoreference-resolution | —Unverified | 0 |
| 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 |
| Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error Correction | Jun 3, 2021 | Grammatical Error CorrectionSentence | CodeCode Available | 1 |
| Toward Explainable Users: Using NLP to Enable AI to Understand Users' Perceptions of Cyber Attacks | Jun 3, 2021 | Sentence | —Unverified | 0 |
| Exploring Discourse Structures for Argument Impact Classification | Jun 2, 2021 | ClassificationSentence | CodeCode Available | 0 |
| Exploiting Global Contextual Information for Document-level Named Entity Recognition | Jun 2, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Answer Generation for Retrieval-based Question Answering Systems | Jun 2, 2021 | Answer GenerationQuestion Answering | —Unverified | 0 |
| Discrete Cosine Transform as Universal Sentence Encoder | Jun 2, 2021 | Question AnsweringSentence | —Unverified | 0 |
| BERT-Defense: A Probabilistic Model Based on BERT to Combat Cognitively Inspired Orthographic Adversarial Attacks | Jun 2, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access | Jun 2, 2021 | Information RetrievalMedical Question Answering | —Unverified | 0 |
| John praised Mary because he? Implicit Causality Bias and Its Interaction with Explicit Cues in LMs | Jun 2, 2021 | AttributeSentence | —Unverified | 0 |
| Metaphor Generation with Conceptual Mappings | Jun 2, 2021 | Sentence | CodeCode Available | 1 |
| Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling | Jun 2, 2021 | Document EmbeddingSentence | —Unverified | 0 |
| A Multi-Level Attention Model for Evidence-Based Fact Checking | Jun 2, 2021 | Fact CheckingSentence | CodeCode Available | 0 |
| COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences | Jun 2, 2021 | 4kSentence | CodeCode Available | 1 |
| “Politeness, you simpleton!” retorted [MASK]: Masked prediction of literary characters | Jun 1, 2021 | Entity EmbeddingsSentence | —Unverified | 0 |
| Annotating Quantified Phenomena in Complex Sentence Structures Using the Example of Generalising Statements in Literary Texts | Jun 1, 2021 | Sentence | —Unverified | 0 |
| Parsing conjunctions in DisCoCirc | Jun 1, 2021 | Sentence | —Unverified | 0 |
| LinPP: a Python-friendly algorithm for Linear Pregroup Parsing | Jun 1, 2021 | Sentence | —Unverified | 0 |
| Implicit representations of event properties within contextual language models: Searching for “causativity neurons” | Jun 1, 2021 | Sentence | CodeCode Available | 0 |
| Tuning Deep Active Learning for Semantic Role Labeling | Jun 1, 2021 | Active LearningSemantic Role Labeling | —Unverified | 0 |
| Understanding the Semantic Space: How Word Meanings Dynamically Adapt in the Context of a Sentence | Jun 1, 2021 | Sentence | —Unverified | 0 |
| What Makes My Model Perplexed? A Linguistic Investigation on Neural Language Models Perplexity | Jun 1, 2021 | Sentence | —Unverified | 0 |
| Reconstructing Implicit Knowledge with Language Models | Jun 1, 2021 | Sentence | CodeCode Available | 1 |
| A survey of part-of-speech tagging approaches applied to K’iche’ | Jun 1, 2021 | DiversityPart-Of-Speech Tagging | —Unverified | 0 |
| How Do BERT Embeddings Organize Linguistic Knowledge? | Jun 1, 2021 | Sentence | —Unverified | 0 |
| Clause Final Verb Prediction in Hindi: Evidence for Noisy Channel Model of Communication | Jun 1, 2021 | PredictionSentence | —Unverified | 0 |