| DEEP: DEnoising Entity Pre-training for Neural Machine Translation | Jan 16, 2022 | DenoisingMachine Translation | —Unverified | 0 |
| Deep Continuous Prompt for Contrastive Learning of Sentence Embeddings | Jan 16, 2022 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| NewsClaims: A New Benchmark for Claim Detection from News with Background Knowledge | Jan 16, 2022 | ArticlesMisinformation | —Unverified | 0 |
| Unsupervised Sentence Simplification via Dependency Parsing | Jan 16, 2022 | Dependency ParsingSentence | —Unverified | 0 |
| Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis | Jan 16, 2022 | counterfactualRelation | —Unverified | 0 |
| Sentence-Level Resampling for Named Entity Recognition | Jan 16, 2022 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| Prompt-based Zero-shot Relation Classification with Semantic Knowledge Augmentation | Jan 16, 2022 | RelationRelation Classification | —Unverified | 0 |
| When a sentence does not introduce a discourse entity, Transformer-based models still often refer to it | Jan 16, 2022 | NegationSentence | —Unverified | 0 |
| Residue-Based Natural Language Adversarial Attack Detection | Jan 16, 2022 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 |
| SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples | Jan 16, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| In Situ Answer Sentence Selection at Web-scale | Jan 16, 2022 | Multi-Task LearningOpen-Domain Question Answering | —Unverified | 0 |
| Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems | Jan 15, 2022 | DiversityEfficient Neural Network | CodeCode Available | 0 |
| Automatic Lexical Simplification for Turkish | Jan 15, 2022 | Lexical SimplificationSentence | —Unverified | 0 |
| Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark | Jan 14, 2022 | SentenceText Summarization | —Unverified | 0 |
| Unsupervised Temporal Video Grounding with Deep Semantic Clustering | Jan 14, 2022 | ClusteringSentence | —Unverified | 0 |
| Feature-rich multiplex lexical networks reveal mental strategies of early language learning | Jan 13, 2022 | Language AcquisitionSentence | —Unverified | 0 |
| Document-level Relation Extraction with Context Guided Mention Integration and Inter-pair Reasoning | Jan 13, 2022 | Document-level Relation ExtractionRelation | —Unverified | 0 |
| Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation | Jan 13, 2022 | InformativenessQuestion Answering | —Unverified | 0 |
| Recognizing semantic relation in sentence pairs using Tree-RNNs and Typed dependencies | Jan 13, 2022 | Natural Language InferenceRelation | —Unverified | 0 |
| PromptBERT: Improving BERT Sentence Embeddings with Prompts | Jan 12, 2022 | Contrastive LearningDenoising | CodeCode Available | 2 |
| PhysNLU: A Language Resource for Evaluating Natural Language Understanding and Explanation Coherence in Physics | Jan 12, 2022 | PositionSentence | CodeCode Available | 0 |
| Uni-EDEN: Universal Encoder-Decoder Network by Multi-Granular Vision-Language Pre-training | Jan 11, 2022 | DecoderImage Captioning | —Unverified | 0 |
| CVSS Corpus and Massively Multilingual Speech-to-Speech Translation | Jan 11, 2022 | SentenceSpeech-to-Speech Translation | CodeCode Available | 2 |
| Visual Storytelling with Hierarchical BERT Semantic Guidance | Jan 10, 2022 | SentenceText Generation | —Unverified | 0 |
| Phocus: Picking Valuable Research from a Sea of Citations | Jan 9, 2022 | Sentence | —Unverified | 0 |
| Effect of Toxic Review Content on Overall Product Sentiment | Jan 8, 2022 | Sentence | —Unverified | 0 |
| Learning Sample Importance for Cross-Scenario Video Temporal Grounding | Jan 8, 2022 | Sentence | —Unverified | 0 |
| Development of an Extractive Clinical Question Answering Dataset with Multi-Answer and Multi-Focus Questions | Jan 7, 2022 | Extractive Question-AnsweringQuestion Answering | —Unverified | 0 |
| A New Amharic Speech Emotion Dataset and Classification Benchmark | Jan 7, 2022 | ClassificationEmotion Recognition | —Unverified | 0 |
| Imagined versus Remembered Stories: Quantifying Differences in Narrative Flow | Jan 7, 2022 | Language ModellingLarge Language Model | —Unverified | 0 |
| Sign Language Video Retrieval with Free-Form Textual Queries | Jan 7, 2022 | FormRetrieval | —Unverified | 0 |
| Compact Bidirectional Transformer for Image Captioning | Jan 6, 2022 | DecoderImage Captioning | CodeCode Available | 1 |
| Auto-ABSA: Cross-Domain Aspect Detection and Sentiment Analysis Using Auxiliary Sentences | Jan 5, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| SMDT: Selective Memory-Augmented Neural Document Translation | Jan 5, 2022 | Document Level Machine TranslationDocument Translation | —Unverified | 0 |
| Weisfeiler-leman in the bamboo: Novel AMR graph metrics and a benchmark for AMR graph similarity. | Jan 4, 2022 | AMR Graph SimilarityGraph Similarity | CodeCode Available | 0 |
| Memory-Guided Semantic Learning Network for Temporal Sentence Grounding | Jan 3, 2022 | SentenceTemporal Sentence Grounding | —Unverified | 0 |
| Exploring Motion and Appearance Information for Temporal Sentence Grounding | Jan 3, 2022 | Objectobject-detection | —Unverified | 0 |
| Toxicity Detection for Indic Multilingual Social Media Content | Jan 3, 2022 | Abuse DetectionSentence | —Unverified | 0 |
| C2SLR: Consistency-Enhanced Continuous Sign Language Recognition | Jan 1, 2022 | SentenceSentence Embedding | CodeCode Available | 1 |
| Semi-Supervised Video Paragraph Grounding With Contrastive Encoder | Jan 1, 2022 | SentenceVideo Grounding | —Unverified | 0 |
| Weakly Supervised Temporal Sentence Grounding With Gaussian-Based Contrastive Proposal Learning | Jan 1, 2022 | Model OptimizationSentence | CodeCode Available | 1 |
| DIFNet: Boosting Visual Information Flow for Image Captioning | Jan 1, 2022 | Image CaptioningPrediction | —Unverified | 0 |
| Weakly-Supervised Generation and Grounding of Visual Descriptions With Conditional Generative Models | Jan 1, 2022 | Sentence | —Unverified | 0 |
| Hypers at ComMA@ICON: Modelling Aggressiveness, Gender Bias and Communal Bias Identification | Dec 31, 2021 | Sentence | CodeCode Available | 0 |
| QEMind: Alibaba's Submission to the WMT21 Quality Estimation Shared Task | Dec 30, 2021 | Machine TranslationSentence | —Unverified | 0 |
| YACLC: A Chinese Learner Corpus with Multidimensional Annotation | Dec 30, 2021 | Grammatical Error CorrectionLanguage Acquisition | CodeCode Available | 1 |
| Contextual Sentence Analysis for the Sentiment Prediction on Financial Data | Dec 27, 2021 | SentenceSentiment Analysis | —Unverified | 0 |
| Combining Improvements for Exploiting Dependency Trees in Neural Semantic Parsing | Dec 25, 2021 | Ensemble LearningSemantic Parsing | —Unverified | 0 |
| Automatic extraction of requirements expressed in industrial standards : a way towards machine readable standards ? | Dec 24, 2021 | SentenceSpecificity | —Unverified | 0 |
| More Than Words: Towards Better Quality Interpretations of Text Classifiers | Dec 23, 2021 | Feature ImportanceSentence | —Unverified | 0 |