| Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer | May 23, 2022 | DecoderMachine Translation | CodeCode Available | 1 |
| Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding | May 23, 2022 | Natural Language UnderstandingNER | CodeCode Available | 1 |
| Towards Automated Document Revision: Grammatical Error Correction, Fluency Edits, and Beyond | May 23, 2022 | Grammatical Error CorrectionLanguage Modelling | CodeCode Available | 1 |
| Phrase-level Textual Adversarial Attack with Label Preservation | May 22, 2022 | Adversarial AttackSentence | CodeCode Available | 1 |
| Summarization as Indirect Supervision for Relation Extraction | May 19, 2022 | RelationRelation Extraction | CodeCode Available | 1 |
| A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction | May 19, 2022 | Contrastive LearningRelation | CodeCode Available | 1 |
| Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning | May 17, 2022 | reinforcement-learningReinforcement Learning (RL) | CodeCode Available | 1 |
| FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization | May 16, 2022 | Abstractive Text SummarizationContrastive Learning | CodeCode Available | 1 |
| Extracting Latent Steering Vectors from Pretrained Language Models | May 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality | May 9, 2022 | Machine TranslationSentence | CodeCode Available | 1 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | May 9, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis | May 8, 2022 | counterfactualRelation | CodeCode Available | 1 |
| CORWA: A Citation-Oriented Related Work Annotation Dataset | May 7, 2022 | Sentence | CodeCode Available | 1 |
| Declaration-based Prompt Tuning for Visual Question Answering | May 5, 2022 | Image-text matchingLanguage Modeling | CodeCode Available | 1 |
| A Dataset for N-ary Relation Extraction of Drug Combinations | May 4, 2022 | Drug–drug Interaction ExtractionRelation | CodeCode Available | 1 |
| Few-Shot Document-Level Relation Extraction | May 4, 2022 | Document-level Relation ExtractionDomain Adaptation | CodeCode Available | 1 |
| Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment | May 4, 2022 | SentenceText to SQL | CodeCode Available | 1 |
| Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness | May 4, 2022 | Document SummarizationMulti-Document Summarization | CodeCode Available | 1 |
| HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction | May 4, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Debiased Contrastive Learning of Unsupervised Sentence Representations | May 2, 2022 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| Paragraph-based Transformer Pre-training for Multi-Sentence Inference | May 2, 2022 | Answer SelectionFact Verification | CodeCode Available | 1 |
| Learned Incremental Representations for Parsing | May 1, 2022 | Constituency ParsingSentence | CodeCode Available | 1 |
| Unsupervised Dependency Graph Network | May 1, 2022 | Dependency ParsingLanguage Modeling | CodeCode Available | 1 |
| ParaDetox: Detoxification with Parallel Data | May 1, 2022 | Sentence | CodeCode Available | 1 |
| Enhancing Chinese Pre-trained Language Model via Heterogeneous Linguistics Graph | May 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SRL4E – Semantic Role Labeling for Emotions: A Unified Evaluation Framework | May 1, 2022 | Semantic Role LabelingSentence | CodeCode Available | 1 |
| RST Discourse Parsing with Second-Stage EDU-Level Pre-training | May 1, 2022 | Discourse Marker PredictionDiscourse Parsing | CodeCode Available | 1 |
| Gender Bias in Masked Language Models for Multiple Languages | May 1, 2022 | AttributeSentence | CodeCode Available | 1 |
| TS-ANNO: An Annotation Tool to Build, Annotate and Evaluate Text Simplification Corpora | May 1, 2022 | SentenceText Simplification | CodeCode Available | 1 |
| Measuring Harmful Sentence Completion in Language Models for LGBTQIA+ Individuals | May 1, 2022 | SentenceSentence Completion | CodeCode Available | 1 |
| SCD: Self-Contrastive Decorrelation of Sentence Embeddings | May 1, 2022 | Self-Supervised LearningSentence | CodeCode Available | 1 |
| AMR-DA: Data Augmentation by Abstract Meaning Representation | May 1, 2022 | Abstract Meaning RepresentationData Augmentation | CodeCode Available | 1 |
| Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction | May 1, 2022 | Aspect Sentiment Triplet ExtractionRelation | CodeCode Available | 1 |
| A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction | Apr 30, 2022 | Abstract Meaning RepresentationDocument-level Event Extraction | CodeCode Available | 1 |
| NMTScore: A Multilingual Analysis of Translation-based Text Similarity Measures | Apr 28, 2022 | Data-to-Text GenerationMachine Translation | CodeCode Available | 1 |
| Document-Level Relation Extraction with Sentences Importance Estimation and Focusing | Apr 27, 2022 | Dialog Relation ExtractionDocument-level Relation Extraction | CodeCode Available | 1 |
| Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity Recognition | Apr 27, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Can Rationalization Improve Robustness? | Apr 25, 2022 | Sentence | CodeCode Available | 1 |
| Sparse and Dense Approaches for the Full-rank Retrieval of Responses for Dialogues | Apr 22, 2022 | Language ModellingRetrieval | CodeCode Available | 1 |
| MCSE: Multimodal Contrastive Learning of Sentence Embeddings | Apr 22, 2022 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| Persona-Guided Planning for Controlling the Protagonist's Persona in Story Generation | Apr 22, 2022 | SentenceStory Generation | CodeCode Available | 1 |
| Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics | Apr 21, 2022 | ClusteringSentence | CodeCode Available | 1 |
| SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding | Apr 21, 2022 | Binary ClassificationSentence | CodeCode Available | 1 |
| L3Cube-HingCorpus and HingBERT: A Code Mixed Hindi-English Dataset and BERT Language Models | Apr 18, 2022 | Language IdentificationLanguage Modelling | CodeCode Available | 1 |
| A Contrastive Cross-Channel Data Augmentation Framework for Aspect-based Sentiment Analysis | Apr 16, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Chinese Idiom Paraphrasing | Apr 15, 2022 | Machine TranslationParaphrase Generation | CodeCode Available | 1 |
| Towards Fine-grained Causal Reasoning and QA | Apr 15, 2022 | Question AnsweringSentence | CodeCode Available | 1 |
| Evaluation Benchmarks for Spanish Sentence Representations | Apr 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation | Apr 14, 2022 | Data AugmentationMachine Translation | CodeCode Available | 1 |
| Label Semantic Aware Pre-training for Few-shot Text Classification | Apr 14, 2022 | ClassificationFew-Shot Text Classification | CodeCode Available | 1 |
