| 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 |
