| Automatic Document Sketching: Generating Drafts from Analogous Texts | Jun 14, 2021 | Mixture-of-ExpertsReinforcement Learning (RL) | —Unverified | 0 |
| Speech Disorder Classification Using Extended Factorized Hierarchical Variational Auto-encoders | Jun 14, 2021 | ClassificationDisentanglement | —Unverified | 0 |
| Modeling Profanity and Hate Speech in Social Media with Semantic Subspaces | Jun 14, 2021 | Sentence | CodeCode Available | 0 |
| An Empirical Survey of Data Augmentation for Limited Data Learning in NLP | Jun 14, 2021 | Data AugmentationNews Classification | —Unverified | 0 |
| GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio | Jun 13, 2021 | Sentencespeech-recognition | CodeCode Available | 1 |
| Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning | Jun 13, 2021 | Common Sense ReasoningSentence | CodeCode Available | 1 |
| Exploiting Parallel Corpora to Improve Multilingual Embedding based Document and Sentence Alignment | Jun 12, 2021 | Sentence | —Unverified | 0 |
| Don't Rule Out Monolingual Speakers: A Method For Crowdsourcing Machine Translation Data | Jun 12, 2021 | Machine TranslationSentence | —Unverified | 0 |
| A Sentence-level Hierarchical BERT Model for Document Classification with Limited Labelled Data | Jun 12, 2021 | ClassificationDocument Classification | CodeCode Available | 1 |
| SemEval-2021 Task 11: NLPContributionGraph -- Structuring Scholarly NLP Contributions for a Research Knowledge Graph | Jun 10, 2021 | ArticlesSentence | CodeCode Available | 1 |
| Progressive Multi-Granularity Training for Non-Autoregressive Translation | Jun 10, 2021 | SentenceTranslation | —Unverified | 0 |
| Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models | Jun 10, 2021 | Sentence | CodeCode Available | 0 |
| AGGGEN: Ordering and Aggregating while Generating | Jun 10, 2021 | Sentence | CodeCode Available | 0 |
| Improving multi-speaker TTS prosody variance with a residual encoder and normalizing flows | Jun 10, 2021 | DisentanglementSentence | —Unverified | 0 |
| Cross-Modal Discrete Representation Learning | Jun 10, 2021 | Cross-Modal RetrievalQuantization | —Unverified | 0 |
| Variational Information Bottleneck for Effective Low-Resource Fine-Tuning | Jun 10, 2021 | Natural Language InferenceSentence | CodeCode Available | 1 |
| Sentence Embeddings using Supervised Contrastive Learning | Jun 9, 2021 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 0 |
| DGA-Net Dynamic Gaussian Attention Network for Sentence Semantic Matching | Jun 9, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Probing Multilingual Language Models for Discourse | Jun 9, 2021 | Cross-Lingual TransferSentence | —Unverified | 0 |
| Embodied negation and levels of concreteness: A TMS Study on German and Italian language processing | Jun 8, 2021 | NegationSentence | —Unverified | 0 |
| Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model | Jun 8, 2021 | Entity TypingLanguage Modeling | CodeCode Available | 1 |
| Meta-Learning to Compositionally Generalize | Jun 8, 2021 | Meta-LearningOut-of-Distribution Generalization | CodeCode Available | 1 |
| Discriminative Triad Matching and Reconstruction for Weakly Referring Expression Grounding | Jun 8, 2021 | Referring ExpressionSentence | CodeCode Available | 1 |
| Translate, then Parse! A strong baseline for Cross-Lingual AMR Parsing | Jun 8, 2021 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 0 |
| Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study | Jun 7, 2021 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
