| Automatic Post-Editing for Vietnamese | Apr 25, 2021 | Automatic Post-EditingMachine Translation | CodeCode Available | 1 |
| Flexible Generation of Natural Language Deductions | Apr 18, 2021 | Sentence | CodeCode Available | 1 |
| A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation | Apr 18, 2021 | FormHallucination | CodeCode Available | 1 |
| MT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs | Apr 18, 2021 | Abstractive Text SummarizationMachine Translation | CodeCode Available | 1 |
| R&R: Metric-guided Adversarial Sentence Generation | Apr 17, 2021 | Adversarial AttackGeneral Classification | CodeCode Available | 1 |
| Three-level Hierarchical Transformer Networks for Long-sequence and Multiple Clinical Documents Classification | Apr 17, 2021 | Document ClassificationGeneral Classification | CodeCode Available | 1 |
| Re-TACRED: Addressing Shortcomings of the TACRED Dataset | Apr 16, 2021 | Relation ExtractionSentence | CodeCode Available | 1 |
| Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders | Apr 16, 2021 | Contrastive LearningCross-Lingual Semantic Textual Similarity | CodeCode Available | 1 |
| Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models | Apr 15, 2021 | Natural Language UnderstandingSentence | CodeCode Available | 1 |
| Sentence-Permuted Paragraph Generation | Apr 15, 2021 | DiversitySentence | CodeCode Available | 1 |
| Generating Datasets with Pretrained Language Models | Apr 15, 2021 | Semantic Textual SimilaritySentence | CodeCode Available | 1 |
| Rethinking Automatic Evaluation in Sentence Simplification | Apr 15, 2021 | Machine TranslationSentence | CodeCode Available | 1 |
| Unmasking the Mask -- Evaluating Social Biases in Masked Language Models | Apr 15, 2021 | Selection biasSentence | CodeCode Available | 1 |
| Is Everything in Order? A Simple Way to Order Sentences | Apr 14, 2021 | Conditional Text GenerationSentence | CodeCode Available | 1 |
| TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning | Apr 14, 2021 | DenoisingDomain Adaptation | CodeCode Available | 1 |
| I Wish I Would Have Loved This One, But I Didn't -- A Multilingual Dataset for Counterfactual Detection in Product Reviews | Apr 14, 2021 | counterfactualCounterfactual Detection | CodeCode Available | 1 |
| Discourse Probing of Pretrained Language Models | Apr 13, 2021 | Sentence | CodeCode Available | 1 |
| Document-Level Event Argument Extraction by Conditional Generation | Apr 13, 2021 | Document-level Event ExtractionEvent Argument Extraction | CodeCode Available | 1 |
| Continual Learning for Text Classification with Information Disentanglement Based Regularization | Apr 12, 2021 | Continual LearningDisentanglement | CodeCode Available | 1 |
| Multilingual Language Models Predict Human Reading Behavior | Apr 12, 2021 | Sentence | CodeCode Available | 1 |
| StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer | Apr 12, 2021 | BenchmarkingSentence | CodeCode Available | 1 |
| Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages | Apr 12, 2021 | Machine TranslationMultilingual NLP | CodeCode Available | 1 |
| Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models | Apr 11, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 |
| FRAKE: Fusional Real-time Automatic Keyword Extraction | Apr 10, 2021 | Keyword ExtractionPart-Of-Speech Tagging | CodeCode Available | 1 |
| Annotating and Modeling Fine-grained Factuality in Summarization | Apr 9, 2021 | Abstractive Text SummarizationSentence | CodeCode Available | 1 |
| Librispeech Transducer Model with Internal Language Model Prior Correction | Apr 7, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach | Apr 5, 2021 | RetrievalSentence | CodeCode Available | 1 |
| speechocean762: An Open-Source Non-native English Speech Corpus For Pronunciation Assessment | Apr 3, 2021 | Phone-level pronunciation scoringSentence | CodeCode Available | 1 |
| Text to Image Generation with Semantic-Spatial Aware GAN | Apr 1, 2021 | Image GenerationSentence | CodeCode Available | 1 |
| Multilingual and code-switching ASR challenges for low resource Indian languages | Apr 1, 2021 | Automatic Speech Recognition (ASR)Sentence | CodeCode Available | 1 |
| MultiReQA: A Cross-Domain Evaluation forRetrieval Question Answering Models | Apr 1, 2021 | Information RetrievalQuestion Answering | CodeCode Available | 1 |
| Attention-based Relational Graph Convolutional Network for Target-Oriented Opinion Words Extraction | Apr 1, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Discourse-Aware Unsupervised Summarization for Long Scientific Documents | Apr 1, 2021 | ArticlesExtractive Summarization | CodeCode Available | 1 |
| Document-level grammatical error correction | Apr 1, 2021 | Grammatical Error CorrectionNMT | CodeCode Available | 1 |
| NLQuAD: A Non-Factoid Long Question Answering Data Set | Apr 1, 2021 | DescriptivePosition | CodeCode Available | 1 |
| AmbiFC: Fact-Checking Ambiguous Claims with Evidence | Apr 1, 2021 | Claim VerificationEvidence Selection | CodeCode Available | 1 |
| Divide and Rule: Effective Pre-Training for Context-Aware Multi-Encoder Translation Models | Mar 31, 2021 | Machine TranslationRetrieval | CodeCode Available | 1 |
| Self-Supervised Euphemism Detection and Identification for Content Moderation | Mar 31, 2021 | SentenceWord Embeddings | CodeCode Available | 1 |
| Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark | Mar 31, 2021 | 2kObject | CodeCode Available | 1 |
| Transformer visualization via dictionary learning: contextualized embedding as a linear superposition of transformer factors | Mar 29, 2021 | Dictionary LearningRepresentation Learning | CodeCode Available | 1 |
| Whitening Sentence Representations for Better Semantics and Faster Retrieval | Mar 29, 2021 | RetrievalSentence | CodeCode Available | 1 |
| A More Fine-Grained Aspect-Sentiment-Opinion Triplet Extraction Task | Mar 29, 2021 | Aspect-Based Sentiment AnalysisAspect-Sentiment-Opinion Triplet Extraction | CodeCode Available | 1 |
| Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models | Mar 29, 2021 | Backdoor AttackData Poisoning | CodeCode Available | 1 |
| A Comprehensive Review of the Video-to-Text Problem | Mar 27, 2021 | Question AnsweringRetrieval | CodeCode Available | 1 |
| DAGN: Discourse-Aware Graph Network for Logical Reasoning | Mar 26, 2021 | Logical ReasoningSentence | CodeCode Available | 1 |
| Synthesis of Compositional Animations from Textual Descriptions | Mar 26, 2021 | Motion SynthesisSentence | CodeCode Available | 1 |
| Predicting Directionality in Causal Relations in Text | Mar 25, 2021 | Sentence | CodeCode Available | 1 |
| PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERT | Mar 22, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation | Mar 22, 2021 | Document Level Machine TranslationMachine Translation | CodeCode Available | 1 |
| Human-like Controllable Image Captioning with Verb-specific Semantic Roles | Mar 22, 2021 | Caption Generationcontrollable image captioning | CodeCode Available | 1 |
