| Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition | Mar 9, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Contextual Networks and Unsupervised Ranking of Sentences | Mar 9, 2022 | Sentence | —Unverified | 0 |
| InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER | Mar 8, 2022 | Entity TypingFew-Shot Learning | CodeCode Available | 1 |
| Understanding Iterative Revision from Human-Written Text | Mar 8, 2022 | Sentence | CodeCode Available | 1 |
| Multi-Scale Self-Contrastive Learning with Hard Negative Mining for Weakly-Supervised Query-based Video Grounding | Mar 8, 2022 | Contrastive LearningSentence | —Unverified | 0 |
| Hierarchical Sketch Induction for Paraphrase Generation | Mar 7, 2022 | DiversityParaphrase Generation | CodeCode Available | 1 |
| Pre-trained Token-replaced Detection Model as Few-shot Learner | Mar 7, 2022 | Few-Shot LearningSentence | CodeCode Available | 0 |
| Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents | Mar 6, 2022 | Community Question AnsweringInformation Retrieval | CodeCode Available | 1 |
| Exploring Optical-Flow-Guided Motion and Detection-Based Appearance for Temporal Sentence Grounding | Mar 6, 2022 | Objectobject-detection | —Unverified | 0 |
| Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation | Mar 6, 2022 | Language ModellingMachine Translation | CodeCode Available | 1 |
| Just Rank: Rethinking Evaluation with Word and Sentence Similarities | Mar 5, 2022 | BenchmarkingSemantic Similarity | CodeCode Available | 1 |
| ClueGraphSum: Let Key Clues Guide the Cross-Lingual Abstractive Summarization | Mar 5, 2022 | Abstractive Text SummarizationCross-Lingual Abstractive Summarization | —Unverified | 0 |
| From Simultaneous to Streaming Machine Translation by Leveraging Streaming History | Mar 4, 2022 | Machine TranslationSentence | —Unverified | 0 |
| UDAAN: Machine Learning based Post-Editing tool for Document Translation | Mar 3, 2022 | BIG-bench Machine LearningDocument Translation | CodeCode Available | 1 |
| A Deep Neural Framework for Image Caption Generation Using GRU-Based Attention Mechanism | Mar 3, 2022 | Caption GenerationDecoder | —Unverified | 0 |
| MTet: Multi-domain Translation for English-Vietnamese | Mar 2, 2022 | Machine TranslationSentence | CodeCode Available | 1 |
| Mukayese: Turkish NLP Strikes Back | Mar 2, 2022 | BenchmarkingLanguage Modeling | CodeCode Available | 1 |
| Multilingual Abusiveness Identification on Code-Mixed Social Media Text | Mar 1, 2022 | SentenceTransliteration | —Unverified | 0 |
| Multi-Sentence Knowledge Selection in Open-Domain Dialogue | Mar 1, 2022 | Sentence | CodeCode Available | 0 |
| Two-Level Supervised Contrastive Learning for Response Selection in Multi-Turn Dialogue | Mar 1, 2022 | Contrastive LearningConversational Response Selection | —Unverified | 0 |
| Unsupervised Vision-and-Language Pre-training via Retrieval-based Multi-Granular Alignment | Mar 1, 2022 | RetrievalSentence | —Unverified | 0 |
| Semantic Sentence Composition Reasoning for Multi-Hop Question Answering | Mar 1, 2022 | Multi-hop Question AnsweringOpen-Domain Question Answering | —Unverified | 0 |
| DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition | Mar 1, 2022 | Multilingual Named Entity RecognitionNamed Entity Recognition | CodeCode Available | 1 |
| Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation | Mar 1, 2022 | Constituency Grammar InductionLanguage Modeling | CodeCode Available | 1 |
| "Is Whole Word Masking Always Better for Chinese BERT?": Probing on Chinese Grammatical Error Correction | Mar 1, 2022 | Grammatical Error CorrectionLanguage Modeling | —Unverified | 0 |
| Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale | Mar 1, 2022 | Inductive BiasLanguage Modeling | —Unverified | 0 |
| Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks | Feb 28, 2022 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| A Mutually Reinforced Framework for Pretrained Sentence Embeddings | Feb 28, 2022 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
| HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction | Feb 27, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Multi-Level Contrastive Learning for Cross-Lingual Alignment | Feb 26, 2022 | Contrastive LearningCross-Lingual Transfer | —Unverified | 0 |
| Bi-directional Joint Neural Networks for Intent Classification and Slot Filling | Feb 26, 2022 | Classificationintent-classification | —Unverified | 0 |
| Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding | Feb 26, 2022 | Contrastive LearningSentence | CodeCode Available | 1 |
| COMPASS: a Creative Support System that Alerts Novelists to the Unnoticed Missing Contents | Feb 26, 2022 | PositionSentence | —Unverified | 0 |
| A Generative Model for Relation Extraction and Classification | Feb 26, 2022 | ClassificationKnowledge Base Population | —Unverified | 0 |
| Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning | Feb 26, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| JParaCrawl v3.0: A Large-scale English-Japanese Parallel Corpus | Feb 25, 2022 | Machine TranslationSentence | —Unverified | 0 |
| Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition | Feb 24, 2022 | Audio-Visual Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| KESA: A Knowledge Enhanced Approach For Sentiment Analysis | Feb 24, 2022 | SentenceSentiment Analysis | CodeCode Available | 1 |
| Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction | Feb 24, 2022 | Event Argument ExtractionSentence | CodeCode Available | 1 |
| Neural reality of argument structure constructions | Feb 24, 2022 | Sentence | CodeCode Available | 0 |
| EMOTHAW: A novel database for emotional state recognition from handwriting | Feb 23, 2022 | Sentence | —Unverified | 0 |
| A gentle introduction to Quantum Natural Language Processing | Feb 23, 2022 | Sentence | —Unverified | 0 |
| CorefDRE: Document-level Relation Extraction with coreference resolution | Feb 22, 2022 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| CampNet: Context-Aware Mask Prediction for End-to-End Text-Based Speech Editing | Feb 21, 2022 | Few-Shot LearningSentence | CodeCode Available | 2 |
| Embarrassingly Simple Performance Prediction for Abductive Natural Language Inference | Feb 21, 2022 | Common Sense ReasoningModel Selection | CodeCode Available | 0 |
| Domain-level Pairwise Semantic Interaction for Aspect-Based Sentiment Classification | Feb 21, 2022 | ClassificationSentence | —Unverified | 0 |
| Domain Adaptation in Neural Machine Translation using a Qualia-Enriched FrameNet | Feb 21, 2022 | Domain AdaptationMachine Translation | —Unverified | 0 |
| USCORE: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation | Feb 21, 2022 | Machine TranslationParallel Corpus Mining | CodeCode Available | 1 |
| Graph-based Extractive Explainer for Recommendations | Feb 20, 2022 | AttributeRecommendation Systems | —Unverified | 0 |
| SemEval 2022 Task 12: Symlink- Linking Mathematical Symbols to their Descriptions | Feb 19, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |