| ChrEnTranslate: Cherokee-English Machine Translation Demo with Quality Estimation and Corrective Feedback | Jul 30, 2021 | Machine TranslationNMT | CodeCode Available | 1 |
| Adversarial Learning with Mask Reconstruction for Text-Guided Image Inpainting | Jul 28, 2021 | Image InpaintingSentence | CodeCode Available | 1 |
| Brazilian Portuguese Speech Recognition Using Wav2vec 2.0 | Jul 23, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Modeling Bilingual Conversational Characteristics for Neural Chat Translation | Jul 23, 2021 | Machine TranslationNMT | CodeCode Available | 1 |
| To Ship or Not to Ship: An Extensive Evaluation of Automatic Metrics for Machine Translation | Jul 22, 2021 | Machine TranslationSentence | CodeCode Available | 1 |
| Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images | Jul 19, 2021 | RetrievalSentence | CodeCode Available | 1 |
| MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes | Jul 19, 2021 | Extractive SummarizationExtractive Text Summarization | CodeCode Available | 1 |
| FewCLUE: A Chinese Few-shot Learning Evaluation Benchmark | Jul 15, 2021 | Few-Shot LearningMachine Reading Comprehension | CodeCode Available | 1 |
| LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution | Jul 11, 2021 | SentenceSentence Similarity | CodeCode Available | 1 |
| Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT | Jul 9, 2021 | BenchmarkingDocument Classification | CodeCode Available | 1 |
| UniRE: A Unified Label Space for Entity Relation Extraction | Jul 9, 2021 | DecoderRelation | CodeCode Available | 1 |
| Learned Token Pruning for Transformers | Jul 2, 2021 | Sentence | CodeCode Available | 1 |
| Deep Transfer Learning Baselines for Sentiment Analysis in Russian | Jul 1, 2021 | SentenceSentiment Analysis | CodeCode Available | 1 |
| MultiCite: Modeling realistic citations requires moving beyond the single-sentence single-label setting | Jul 1, 2021 | Sentencetext-classification | CodeCode Available | 1 |
| CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding | Jul 1, 2021 | Contrastive LearningNatural Language Understanding | CodeCode Available | 1 |
| ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information | Jun 30, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Weakly Supervised Temporal Adjacent Network for Language Grounding | Jun 30, 2021 | Multiple Instance LearningSentence | CodeCode Available | 1 |
| TWAG: A Topic-Guided Wikipedia Abstract Generator | Jun 29, 2021 | Abstract generationArticles | CodeCode Available | 1 |
| A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction | Jun 27, 2021 | Decodergraph construction | CodeCode Available | 1 |
| A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy | Jun 26, 2021 | Document SummarizationSentence | CodeCode Available | 1 |
| Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument Relations | Jun 23, 2021 | Event ExtractionIncremental Learning | CodeCode Available | 1 |
| SENT: Sentence-level Distant Relation Extraction via Negative Training | Jun 22, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences | Jun 22, 2021 | Argument MiningDecoder | CodeCode Available | 1 |
| Stateful ODE-Nets using Basis Function Expansions | Jun 21, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Computational Pronunciation Analysis in Sung Utterances | Jun 21, 2021 | Automatic Lyrics TranscriptionSentence | CodeCode Available | 1 |
| 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 |
