| UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language Understanding | Jul 3, 2023 | Image-text matchingSentence | CodeCode Available | 1 |
| Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models | Jul 3, 2023 | FormInstruction Following | CodeCode Available | 1 |
| What Do Self-Supervised Speech Models Know About Words? | Jun 30, 2023 | SentenceSentence Similarity | CodeCode Available | 1 |
| Multi-source Semantic Graph-based Multimodal Sarcasm Explanation Generation | Jun 29, 2023 | DecoderExplanation Generation | CodeCode Available | 1 |
| ZeroGen: Zero-shot Multimodal Controllable Text Generation with Multiple Oracles | Jun 29, 2023 | News GenerationSentence | CodeCode Available | 1 |
| Sentence-level Event Detection without Triggers via Prompt Learning and Machine Reading Comprehension | Jun 25, 2023 | Event DetectionMachine Reading Comprehension | CodeCode Available | 1 |
| Explicit Syntactic Guidance for Neural Text Generation | Jun 20, 2023 | DiversityMachine Translation | CodeCode Available | 1 |
| Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment | Jun 15, 2023 | AttributeImage Generation | CodeCode Available | 1 |
| Hexatagging: Projective Dependency Parsing as Tagging | Jun 8, 2023 | Computational EfficiencyDependency Parsing | CodeCode Available | 1 |
| Privately generating tabular data using language models | Jun 7, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SciLit: A Platform for Joint Scientific Literature Discovery, Summarization and Citation Generation | Jun 6, 2023 | Re-RankingSentence | CodeCode Available | 1 |
| ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER | Jun 1, 2023 | Data AugmentationDenoising | CodeCode Available | 1 |
| AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis | May 31, 2023 | Aspect-Based Sentiment AnalysisSentence | CodeCode Available | 1 |
| Supplementary Features of BiLSTM for Enhanced Sequence Labeling | May 31, 2023 | Aspect-Based Sentiment AnalysisChinese Named Entity Recognition | CodeCode Available | 1 |
| Multilingual Multi-Figurative Language Detection | May 31, 2023 | Language ModellingPrompt Learning | CodeCode Available | 1 |
| SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages | May 30, 2023 | ArticlesSentence | CodeCode Available | 1 |
| DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document Simplification | May 30, 2023 | 2kSentence | CodeCode Available | 1 |
| BLEU Meets COMET: Combining Lexical and Neural Metrics Towards Robust Machine Translation Evaluation | May 30, 2023 | Machine TranslationSentence | CodeCode Available | 1 |
| Whitening-based Contrastive Learning of Sentence Embeddings | May 28, 2023 | Contrastive LearningDiversity | CodeCode Available | 1 |
| RuSentNE-2023: Evaluating Entity-Oriented Sentiment Analysis on Russian News Texts | May 28, 2023 | SentenceSentiment Analysis | CodeCode Available | 1 |
| An Open-Source Gloss-Based Baseline for Spoken to Signed Language Translation | May 28, 2023 | Machine TranslationSentence | CodeCode Available | 1 |
| RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank | May 26, 2023 | Contrastive LearningLearning-To-Rank | CodeCode Available | 1 |
| Revisiting non-English Text Simplification: A Unified Multilingual Benchmark | May 25, 2023 | Cross-Lingual TransferSentence | CodeCode Available | 1 |
| Sequential Integrated Gradients: a simple but effective method for explaining language models | May 25, 2023 | Sentence | CodeCode Available | 1 |
| Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation | May 24, 2023 | Formal LogicGPU | CodeCode Available | 1 |
| C-STS: Conditional Semantic Textual Similarity | May 24, 2023 | Information RetrievalLanguage Model Evaluation | CodeCode Available | 1 |
| Are Pre-trained Language Models Useful for Model Ensemble in Chinese Grammatical Error Correction? | May 24, 2023 | Grammatical Error CorrectionSentence | CodeCode Available | 1 |
| Contrastive Learning of Sentence Embeddings from Scratch | May 24, 2023 | Contrastive LearningNatural Language Inference | CodeCode Available | 1 |
| BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation | May 23, 2023 | Contrastive LearningMachine Translation | CodeCode Available | 1 |
| ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability Assessment | May 23, 2023 | BenchmarkingCross-Lingual Transfer | CodeCode Available | 1 |
| WYWEB: A NLP Evaluation Benchmark For Classical Chinese | May 23, 2023 | Machine TranslationNatural Language Understanding | CodeCode Available | 1 |
| Text Is All You Need: Learning Language Representations for Sequential Recommendation | May 23, 2023 | AllRepresentation Learning | CodeCode Available | 1 |
| Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning | May 21, 2023 | Abstract Meaning RepresentationContrastive Learning | CodeCode Available | 1 |
| Zero-Shot Text Classification via Self-Supervised Tuning | May 19, 2023 | ClassificationSelf-Supervised Learning | CodeCode Available | 1 |
| Discourse Centric Evaluation of Machine Translation with a Densely Annotated Parallel Corpus | May 18, 2023 | Machine TranslationSentence | CodeCode Available | 1 |
| CoEdIT: Text Editing by Task-Specific Instruction Tuning | May 17, 2023 | Formality Style TransferGrammatical Error Correction | CodeCode Available | 1 |
| Clustering-Aware Negative Sampling for Unsupervised Sentence Representation | May 17, 2023 | ClusteringContrastive Learning | CodeCode Available | 1 |
| A Better Way to Do Masked Language Model Scoring | May 17, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Dual-Alignment Pre-training for Cross-lingual Sentence Embedding | May 16, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization | May 12, 2023 | Machine TranslationNMT | CodeCode Available | 1 |
| Alleviating Over-smoothing for Unsupervised Sentence Representation | May 9, 2023 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| White-Box Multi-Objective Adversarial Attack on Dialogue Generation | May 5, 2023 | Adversarial AttackDecision Making | CodeCode Available | 1 |
| HiPool: Modeling Long Documents Using Graph Neural Networks | May 5, 2023 | Document ClassificationSentence | CodeCode Available | 1 |
| A Large Cross-Modal Video Retrieval Dataset with Reading Comprehension | May 5, 2023 | Reading ComprehensionRetrieval | CodeCode Available | 1 |
| Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation | May 4, 2023 | Question GenerationQuestion-Generation | CodeCode Available | 1 |
| Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence | May 4, 2023 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Improving Contrastive Learning of Sentence Embeddings from AI Feedback | May 3, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| DiffuSum: Generation Enhanced Extractive Summarization with Diffusion | May 2, 2023 | DiversityExtractive Summarization | CodeCode Available | 1 |
| Don't Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner | May 2, 2023 | SentenceUnsupervised Pre-training | CodeCode Available | 1 |
| Boosting Weakly-Supervised Temporal Action Localization with Text Information | May 1, 2023 | Action LocalizationSentence | CodeCode Available | 1 |
