| Efficient comparison of sentence embeddings | Apr 2, 2022 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| A Dual-Contrastive Framework for Low-Resource Cross-Lingual Named Entity Recognition | Apr 2, 2022 | Contrastive LearningCross-Lingual NER | CodeCode Available | 0 |
| Learning to Simplify with Data Hopelessly Out of Alignment | Apr 2, 2022 | SentenceText Simplification | —Unverified | 0 |
| NC-DRE: Leveraging Non-entity Clue Information for Document-level Relation Extraction | Apr 1, 2022 | DecoderDocument-level Relation Extraction | —Unverified | 0 |
| Uncertainty Determines the Adequacy of the Mode and the Tractability of Decoding in Sequence-to-Sequence Models | Apr 1, 2022 | Grammatical Error CorrectionMachine Translation | —Unverified | 0 |
| Predicting Intervention Approval in Clinical Trials through Multi-Document Summarization | Apr 1, 2022 | ArticlesDocument Summarization | —Unverified | 0 |
| Analyzing Wrap-Up Effects through an Information-Theoretic Lens | Mar 31, 2022 | Reading ComprehensionSentence | —Unverified | 0 |
| FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations | Mar 30, 2022 | Meta-LearningNovel Concepts | —Unverified | 0 |
| Enhancing Zero-Shot Many to Many Voice Conversion with Self-Attention VAE | Mar 30, 2022 | DecoderSentence | —Unverified | 0 |
| Auto-MLM: Improved Contrastive Learning for Self-supervised Multi-lingual Knowledge Retrieval | Mar 30, 2022 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis | Mar 30, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| To Find Waldo You Need Contextual Cues: Debiasing Who's Waldo | Mar 30, 2022 | BenchmarkingPerson-centric Visual Grounding | CodeCode Available | 0 |
| Representing 'how you say' with 'what you say': English corpus of focused speech and text reflecting corresponding implications | Mar 29, 2022 | SentenceTranslation | —Unverified | 0 |
| Improving Persian Relation Extraction Models by Data Augmentation | Mar 29, 2022 | Data AugmentationRelation | —Unverified | 0 |
| Worldwide city transport typology prediction with sentence-BERT based supervised learning via Wikipedia | Mar 29, 2022 | Sentence | —Unverified | 0 |
| Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence Masking | Mar 28, 2022 | Document ClassificationSentence | —Unverified | 0 |
| Discovering material information using hierarchical Reformer model on financial regulatory filings | Mar 28, 2022 | BIG-bench Machine LearningSentence | —Unverified | 0 |
| The SAME score: Improved cosine based bias score for word embeddings | Mar 28, 2022 | SentenceSentence Embeddings | —Unverified | 0 |
| A Densely Connected Criss-Cross Attention Network for Document-level Relation Extraction | Mar 26, 2022 | Document-level Relation ExtractionLogical Reasoning | —Unverified | 0 |
| EmoCaps:Emotion Capsule based Model for Conversationl Emotion Recognition | Mar 25, 2022 | Emotion RecognitionEmotion Recognition in Conversation | —Unverified | 0 |
| EmoCaps: Emotion Capsule based Model for Conversational Emotion Recognition | Mar 25, 2022 | Emotion ClassificationEmotion Recognition | —Unverified | 0 |
| AUTOLEX: An Automatic Framework for Linguistic Exploration | Mar 25, 2022 | Sentence | —Unverified | 0 |
| Modeling Target-Side Morphology in Neural Machine Translation: A Comparison of Strategies | Mar 25, 2022 | DecoderLEMMA | —Unverified | 0 |
| Classifying Cyber-Risky Clinical Notes by Employing Natural Language Processing | Mar 24, 2022 | ClassificationDe-identification | —Unverified | 0 |
| An Empirical Study on Learning and Improving the Search Objective for Unsupervised Paraphrasing | Mar 23, 2022 | Heuristic SearchSentence | —Unverified | 0 |
| Towards Expressive Speaking Style Modelling with Hierarchical Context Information for Mandarin Speech Synthesis | Mar 23, 2022 | Expressive Speech SynthesisKnowledge Distillation | —Unverified | 0 |
| Text Transformations in Contrastive Self-Supervised Learning: A Review | Mar 22, 2022 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
| Utterance Rewriting with Contrastive Learning in Multi-turn Dialogue | Mar 22, 2022 | Contrastive LearningMulti-Task Learning | —Unverified | 0 |
| Word Order Does Matter (And Shuffled Language Models Know It) | Mar 21, 2022 | PositionSegmentation | —Unverified | 0 |
| The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error | Mar 21, 2022 | Discourse ParsingDomain Adaptation | CodeCode Available | 0 |
| Towards Structuring Real-World Data at Scale: Deep Learning for Extracting Key Oncology Information from Clinical Text with Patient-Level Supervision | Mar 20, 2022 | Deep LearningSentence | —Unverified | 0 |
| DEIM: An effective deep encoding and interaction model for sentence matching | Mar 20, 2022 | Answer SelectionNatural Language Inference | —Unverified | 0 |
| Do Multilingual Language Models Capture Differing Moral Norms? | Mar 18, 2022 | SentenceXLM-R | —Unverified | 0 |
| GRS: Combining Generation and Revision in Unsupervised Sentence Simplification | Mar 18, 2022 | SentenceText Generation | CodeCode Available | 0 |
| Reducing Position Bias in Simultaneous Machine Translation with Length-Aware Framework | Mar 17, 2022 | Machine TranslationPosition | —Unverified | 0 |
| DP-KB: Data Programming with Knowledge Bases Improves Transformer Fine Tuning for Answer Sentence Selection | Mar 17, 2022 | Entity LinkingFact Verification | —Unverified | 0 |
| PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation | Mar 17, 2022 | Contrastive LearningDecoder | —Unverified | 0 |
| Prediction of speech intelligibility with DNN-based performance measures | Mar 17, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| TA-SBERT: Token Attention Sentence-BERT for Improving Sentence Representation | Mar 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals | Mar 16, 2022 | DecoderSentence | —Unverified | 0 |
| Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure | Mar 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Better Quality Estimation for Low Resource Corpus Mining | Mar 15, 2022 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Unsupervised Extractive Opinion Summarization Using Sparse Coding | Mar 15, 2022 | Dictionary LearningExtractive Summarization | CodeCode Available | 0 |
| Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation | Mar 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Towards Semantic Search for Community Question Answering for Mortgage Officers | Mar 14, 2022 | Community Question AnsweringDomain Adaptation | —Unverified | 0 |
| WCL-BBCD: A Contrastive Learning and Knowledge Graph Approach to Named Entity Recognition | Mar 14, 2022 | Contrastive LearningKnowledge Graphs | —Unverified | 0 |
| Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations | Mar 14, 2022 | Image CaptioningSemantic Textual Similarity | —Unverified | 0 |
| Combining dynamic local context focus and dependency cluster attention for aspect-level sentiment classification | Mar 14, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Towards Visual-Prompt Temporal Answering Grounding in Medical Instructional Video | Mar 13, 2022 | Language ModellingQuestion Answering | —Unverified | 0 |
| Informative Causality Extraction from Medical Literature via Dependency-tree based Patterns | Mar 13, 2022 | ArticlesInformation Retrieval | —Unverified | 0 |