| Evidence Selection as a Token-Level Prediction Task | Nov 1, 2021 | Claim VerificationEvidence Selection | CodeCode Available | 1 |
| Can NLI Models Verify QA Systems’ Predictions? | Nov 1, 2021 | Natural Language InferenceQuestion Answering | CodeCode Available | 1 |
| Analysing Human Strategies of Information Transmission as a Function of Discourse Context | Nov 1, 2021 | ArticlesSentence | CodeCode Available | 1 |
| AttentionRank: Unsupervised Keyphrase Extraction using Self and Cross Attentions | Nov 1, 2021 | Keyphrase ExtractionLanguage Modeling | CodeCode Available | 1 |
| I Wish I Would Have Loved This One, But I Didn’t – A Multilingual Dataset for Counterfactual Detection in Product Review | Nov 1, 2021 | counterfactualCounterfactual Detection | CodeCode Available | 1 |
| TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning | Nov 1, 2021 | DenoisingDomain Adaptation | CodeCode Available | 1 |
| Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification | Nov 1, 2021 | Sentence | CodeCode Available | 1 |
| FinEAS: Financial Embedding Analysis of Sentiment | Oct 31, 2021 | SentenceSentence Embeddings | CodeCode Available | 1 |
| IndoNLI: A Natural Language Inference Dataset for Indonesian | Oct 27, 2021 | Natural Language InferenceSentence | CodeCode Available | 1 |
| PhoMT: A High-Quality and Large-Scale Benchmark Dataset for Vietnamese-English Machine Translation | Oct 23, 2021 | DenoisingMachine Translation | CodeCode Available | 1 |
| Video and Text Matching with Conditioned Embeddings | Oct 21, 2021 | Machine TranslationSentence | CodeCode Available | 1 |
| Idiomatic Expression Identification using Semantic Compatibility | Oct 19, 2021 | Sentence | CodeCode Available | 1 |
| Virtual Augmentation Supported Contrastive Learning of Sentence Representations | Oct 16, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization | Oct 16, 2021 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models | Oct 16, 2021 | ClassificationDomain Generalization | CodeCode Available | 1 |
| Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER | Oct 16, 2021 | Domain AdaptationFew-Shot Text Classification | CodeCode Available | 1 |
| PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction | Oct 14, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer | Oct 14, 2021 | Adversarial AttackBackdoor Attack | CodeCode Available | 1 |
| Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings | Oct 13, 2021 | SentenceSentence Ordering | CodeCode Available | 1 |
| Multi-Modal Interaction Graph Convolutional Network for Temporal Language Localization in Videos | Oct 12, 2021 | Semantic correspondenceSemantic Similarity | CodeCode Available | 1 |
| Relation-aware Video Reading Comprehension for Temporal Language Grounding | Oct 12, 2021 | Reading ComprehensionRelation | CodeCode Available | 1 |
| Time Masking for Temporal Language Models | Oct 12, 2021 | Change DetectionLanguage Modeling | CodeCode Available | 1 |
| Document-Level Text Simplification: Dataset, Criteria and Baseline | Oct 11, 2021 | SentenceText Simplification | CodeCode Available | 1 |
| Can Audio Captions Be Evaluated with Image Caption Metrics? | Oct 10, 2021 | AudioCapsAudio captioning | CodeCode Available | 1 |
| PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction | Oct 10, 2021 | Aspect Sentiment Triplet ExtractionDecoder | CodeCode Available | 1 |
| What Makes Sentences Semantically Related: A Textual Relatedness Dataset and Empirical Study | Oct 10, 2021 | Question AnsweringSemantic Similarity | CodeCode Available | 1 |
| The Eval4NLP Shared Task on Explainable Quality Estimation: Overview and Results | Oct 8, 2021 | SentenceTranslation | CodeCode Available | 1 |
| Weakly Supervised Human-Object Interaction Detection in Video via Contrastive Spatiotemporal Regions | Oct 7, 2021 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation | Oct 5, 2021 | DecoderMachine Translation | CodeCode Available | 1 |
| TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts | Oct 4, 2021 | Extreme SummarizationSentence | CodeCode Available | 1 |
| Revisiting Self-Training for Few-Shot Learning of Language Model | Oct 4, 2021 | BenchmarkingFew-Shot Learning | CodeCode Available | 1 |
| Emoji Prediction from Twitter Data using Deep Learning Approach | Oct 4, 2021 | Deep LearningMulti-class Classification | CodeCode Available | 1 |
| Aspect Sentiment Quad Prediction as Paraphrase Generation | Oct 2, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Joint Entity and Relation Extraction from Scientific Documents: Role of Linguistic Information and Entity Types | Sep 30, 2021 | ArticlesJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Template-free Prompt Tuning for Few-shot NER | Sep 28, 2021 | Few-Shot LearningFew-shot NER | CodeCode Available | 1 |
| Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations | Sep 27, 2021 | Contrastive LearningLanguage Modelling | CodeCode Available | 1 |
| Parallel Refinements for Lexically Constrained Text Generation with BART | Sep 26, 2021 | DecoderDiversity | CodeCode Available | 1 |
| DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings | Sep 26, 2021 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction | Sep 24, 2021 | Data AugmentationDocument-level Relation Extraction | CodeCode Available | 1 |
| Something Old, Something New: Grammar-based CCG Parsing with Transformer Models | Sep 21, 2021 | CCG SupertaggingSentence | CodeCode Available | 1 |
| JobBERT: Understanding Job Titles through Skills | Sep 20, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Plug-and-Play Method for Controlled Text Generation | Sep 20, 2021 | SentenceStory Generation | CodeCode Available | 1 |
| MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models | Sep 19, 2021 | Contextualised Word RepresentationsContrastive Learning | CodeCode Available | 1 |
| Context-NER : Contextual Phrase Generation at Scale | Sep 16, 2021 | ContextNERLanguage Modelling | CodeCode Available | 1 |
| Towards Document-Level Paraphrase Generation with Sentence Rewriting and Reordering | Sep 15, 2021 | DiversityParaphrase Generation | CodeCode Available | 1 |
| AnnIE: An Annotation Platform for Constructing Complete Open Information Extraction Benchmark | Sep 15, 2021 | Open Information ExtractionSentence | CodeCode Available | 1 |
| Learning When to Translate for Streaming Speech | Sep 15, 2021 | DecoderSentence | CodeCode Available | 1 |
| An MRC Framework for Semantic Role Labeling | Sep 14, 2021 | Computational EfficiencyMachine Reading Comprehension | CodeCode Available | 1 |
| LM-Critic: Language Models for Unsupervised Grammatical Error Correction | Sep 14, 2021 | Grammatical Error CorrectionLanguage Modeling | CodeCode Available | 1 |
| Pairwise Supervised Contrastive Learning of Sentence Representations | Sep 12, 2021 | Contrastive LearningNatural Language Inference | CodeCode Available | 1 |
