| CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction | Jun 21, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Exploring Summarization to Enhance Headline Stance Detection | Jun 20, 2021 | Fake News DetectionMisinformation | CodeCode Available | 1 |
| Calliar: An Online Handwritten Dataset for Arabic Calligraphy | Jun 20, 2021 | Cultural Vocal Bursts Intensity PredictionDiversity | CodeCode Available | 1 |
| LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking | Jun 17, 2021 | Entity LinkingInductive Bias | CodeCode Available | 1 |
| DocNLI: A Large-scale Dataset for Document-level Natural Language Inference | Jun 17, 2021 | Natural Language InferenceQuestion Answering | CodeCode Available | 1 |
| Probing Image-Language Transformers for Verb Understanding | Jun 16, 2021 | Image RetrievalQuestion Answering | CodeCode Available | 1 |
| Sequence-Level Training for Non-Autoregressive Neural Machine Translation | Jun 15, 2021 | Machine TranslationNMT | CodeCode Available | 1 |
| CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark | Jun 15, 2021 | Intent ClassificationMedical Concept Normalization | CodeCode Available | 1 |
| SSMix: Saliency-Based Span Mixup for Text Classification | Jun 15, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Improving Paraphrase Detection with the Adversarial Paraphrasing Task | Jun 14, 2021 | Dataset GenerationParaphrase Identification | CodeCode Available | 1 |
| 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 |
| A Sentence-level Hierarchical BERT Model for Document Classification with Limited Labelled Data | Jun 12, 2021 | ClassificationDocument Classification | CodeCode Available | 1 |
| Variational Information Bottleneck for Effective Low-Resource Fine-Tuning | Jun 10, 2021 | Natural Language InferenceSentence | CodeCode Available | 1 |
| SemEval-2021 Task 11: NLPContributionGraph -- Structuring Scholarly NLP Contributions for a Research Knowledge Graph | Jun 10, 2021 | ArticlesSentence | CodeCode Available | 1 |
| Discriminative Triad Matching and Reconstruction for Weakly Referring Expression Grounding | Jun 8, 2021 | Referring ExpressionSentence | CodeCode Available | 1 |
| Meta-Learning to Compositionally Generalize | Jun 8, 2021 | Meta-LearningOut-of-Distribution Generalization | CodeCode Available | 1 |
| Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model | Jun 8, 2021 | Entity TypingLanguage Modeling | CodeCode Available | 1 |
| Relative Importance in Sentence Processing | Jun 7, 2021 | Natural Language UnderstandingSentence | CodeCode Available | 1 |
| Extractive Research Slide Generation Using Windowed Labeling Ranking | Jun 6, 2021 | Extractive SummarizationSentence | CodeCode Available | 1 |
| Entity Concept-enhanced Few-shot Relation Extraction | Jun 4, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| MultiOpEd: A Corpus of Multi-Perspective News Editorials | Jun 4, 2021 | Multi-Task LearningSentence | CodeCode Available | 1 |
| COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion | Jun 4, 2021 | SentenceStory Completion | CodeCode Available | 1 |
| NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer | Jun 4, 2021 | SentenceStyle Transfer | CodeCode Available | 1 |
| Neural semi-Markov CRF for Monolingual Word Alignment | Jun 4, 2021 | Paraphrase GenerationSentence | CodeCode Available | 1 |
