| Assessing the Limitations of Large Language Models in Clinical Fact Decomposition | Dec 17, 2024 | Fact VerificationSentence | CodeCode Available | 1 |
| CLASP: Contrastive Language-Speech Pretraining for Multilingual Multimodal Information Retrieval | Dec 17, 2024 | Contrastive LearningInformation Retrieval | CodeCode Available | 1 |
| EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation | Dec 17, 2024 | Question AnsweringRAG | CodeCode Available | 1 |
| Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension | Dec 4, 2024 | DescriptiveLanguage Modeling | CodeCode Available | 1 |
| Robust Multi-bit Text Watermark with LLM-based Paraphrasers | Dec 4, 2024 | DecoderSentence | CodeCode Available | 1 |
| Multi-label Sequential Sentence Classification via Large Language Model | Nov 23, 2024 | Contrastive LearningExtractive Summarization | CodeCode Available | 1 |
| Gumbel Counterfactual Generation From Language Models | Nov 11, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research | Nov 2, 2024 | Line DetectionSemantic Similarity | CodeCode Available | 1 |
| Fine-Grained and Multi-Dimensional Metrics for Document-Level Machine Translation | Oct 28, 2024 | Document Level Machine TranslationMachine Translation | CodeCode Available | 1 |
| Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction | Oct 24, 2024 | Representation LearningSentence | CodeCode Available | 1 |
