| CEFR-Based Sentence Difficulty Annotation and Assessment | Oct 21, 2022 | SentenceText Simplification | CodeCode Available | 1 |
| AugCSE: Contrastive Sentence Embedding with Diverse Augmentations | Oct 20, 2022 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Finding Dataset Shortcuts with Grammar Induction | Oct 20, 2022 | DiagnosticSentence | CodeCode Available | 1 |
| Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation | Oct 19, 2022 | Aspect-Based Sentiment Analysis (ABSA)Data Augmentation | CodeCode Available | 1 |
| Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis | Oct 18, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Sentence Representation Learning with Generative Objective rather than Contrastive Objective | Oct 16, 2022 | Representation LearningReranking | CodeCode Available | 1 |
| CDConv: A Benchmark for Contradiction Detection in Chinese Conversations | Oct 16, 2022 | Sentence | CodeCode Available | 1 |
| TransFusion: Transcribing Speech with Multinomial Diffusion | Oct 14, 2022 | DenoisingImage Generation | CodeCode Available | 1 |
| Low-resource Neural Machine Translation with Cross-modal Alignment | Oct 13, 2022 | Contrastive Learningcross-modal alignment | CodeCode Available | 1 |
| Discourse Analysis via Questions and Answers: Parsing Dependency Structures of Questions Under Discussion | Oct 12, 2022 | Dependency ParsingQuestion Answering | CodeCode Available | 1 |
| EduQG: A Multi-format Multiple Choice Dataset for the Educational Domain | Oct 12, 2022 | Distractor GenerationMultiple-choice | CodeCode Available | 1 |
| MTet: Multi-domain Translation for English and Vietnamese | Oct 11, 2022 | Machine Translation | CodeCode Available | 1 |
| CLIP-Fields: Weakly Supervised Semantic Fields for Robotic Memory | Oct 11, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| HEGEL: Hypergraph Transformer for Long Document Summarization | Oct 9, 2022 | Document SummarizationExtractive Summarization | CodeCode Available | 1 |
| ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models | Oct 9, 2022 | Data-to-Text GenerationSentence | CodeCode Available | 1 |
| Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment | Oct 9, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings | Oct 8, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Non-Monotonic Latent Alignments for CTC-Based Non-Autoregressive Machine Translation | Oct 8, 2022 | Machine TranslationSentence | CodeCode Available | 1 |
| BootAug: Boosting Text Augmentation via Hybrid Instance Filtering Framework | Oct 6, 2022 | ClassificationData Augmentation | CodeCode Available | 1 |
| Event Causality Identification via Derivative Prompt Joint Learning | Oct 1, 2022 | Event Causality IdentificationLanguage Modeling | CodeCode Available | 1 |
| PERSONACHATGEN: Generating Personalized Dialogues using GPT-3 | Oct 1, 2022 | Sentence | CodeCode Available | 1 |
| Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification | Oct 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Low-Resource Neural Machine Translation: A Case Study of Cantonese | Oct 1, 2022 | Data AugmentationLow Resource Neural Machine Translation | CodeCode Available | 1 |
| Detection of Prosodic Boundaries in Speech Using Wav2Vec 2.0 | Sep 29, 2022 | SentenceSpeech Synthesis | CodeCode Available | 1 |
| COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization | Sep 29, 2022 | Abstractive Text SummarizationContrastive Learning | CodeCode Available | 1 |
| EDA: Explicit Text-Decoupling and Dense Alignment for 3D Visual Grounding | Sep 29, 2022 | 3D visual groundingObject | CodeCode Available | 1 |
| Neural Media Bias Detection Using Distant Supervision With BABE -- Bias Annotations By Experts | Sep 29, 2022 | ArticlesBias Detection | CodeCode Available | 1 |
| Embarrassingly Easy Document-Level MT Metrics: How to Convert Any Pretrained Metric Into a Document-Level Metric | Sep 27, 2022 | Machine TranslationSentence | CodeCode Available | 1 |
| Text Summarization with Oracle Expectation | Sep 26, 2022 | Extractive SummarizationSentence | CodeCode Available | 1 |
| Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees | Sep 21, 2022 | Abstractive Text SummarizationSentence | CodeCode Available | 1 |
| PromptCast: A New Prompt-based Learning Paradigm for Time Series Forecasting | Sep 20, 2022 | Language ModellingRepresentation Learning | CodeCode Available | 1 |
| Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings | Sep 20, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Towards Robust Referring Image Segmentation | Sep 20, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 |
| The first neural machine translation system for the Erzya language | Sep 19, 2022 | Language IdentificationMachine Translation | CodeCode Available | 1 |
| Dynamic Global Memory for Document-level Argument Extraction | Sep 18, 2022 | ArticlesEvent Argument Extraction | CodeCode Available | 1 |
| ConFiguRe: Exploring Discourse-level Chinese Figures of Speech | Sep 16, 2022 | Natural Language UnderstandingSentence | CodeCode Available | 1 |
| Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification | Sep 15, 2022 | Abstract Meaning RepresentationFake News Detection | CodeCode Available | 1 |
| Automatic Error Analysis for Document-level Information Extraction | Sep 15, 2022 | Event ExtractionRelation Extraction | CodeCode Available | 1 |
| Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models | Sep 14, 2022 | Adversarial AttackLanguage Modelling | CodeCode Available | 1 |
| DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification | Sep 12, 2022 | ClassificationData Augmentation | CodeCode Available | 1 |
| Ranking-Enhanced Unsupervised Sentence Representation Learning | Sep 9, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Few-Shot Document-Level Event Argument Extraction | Sep 6, 2022 | Document-level Event ExtractionEvent Argument Extraction | CodeCode Available | 1 |
| Multi-Figurative Language Generation | Sep 5, 2022 | FormLanguage Modelling | CodeCode Available | 1 |
| Reweighting Strategy based on Synthetic Data Identification for Sentence Similarity | Aug 29, 2022 | SentenceSentence Embedding | CodeCode Available | 1 |
| StoryTrans: Non-Parallel Story Author-Style Transfer with Discourse Representations and Content Enhancing | Aug 29, 2022 | SentenceStyle Transfer | CodeCode Available | 1 |
| Cross-Lingual Cross-Modal Retrieval with Noise-Robust Learning | Aug 26, 2022 | Cross-Modal RetrievalMachine Translation | CodeCode Available | 1 |
| Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering | Aug 22, 2022 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Mere Contrastive Learning for Cross-Domain Sentiment Analysis | Aug 18, 2022 | Contrastive LearningSentence | CodeCode Available | 1 |
| See Finer, See More: Implicit Modality Alignment for Text-based Person Retrieval | Aug 18, 2022 | Person RetrievalRetrieval | CodeCode Available | 1 |
| Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction | Aug 17, 2022 | SentenceSentiment Analysis | CodeCode Available | 1 |
