| MedLogic-AQA: Enhancing Medical Question Answering with Abstractive Models Focusing on Logical Structures | Oct 20, 2024 | Answer GenerationInformativeness | CodeCode Available | 0 |
| MiCEval: Unveiling Multimodal Chain of Thought's Quality via Image Description and Reasoning Steps | Oct 18, 2024 | Image DescriptionInformativeness | CodeCode Available | 0 |
| RAZOR: Refining Accuracy by Zeroing Out Redundancies | Oct 18, 2024 | Informativeness | —Unverified | 0 |
| Tell me what I need to know: Exploring LLM-based (Personalized) Abstractive Multi-Source Meeting Summarization | Oct 18, 2024 | InformativenessLanguage Modeling | CodeCode Available | 0 |
| Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles | Oct 17, 2024 | In-Context LearningInformativeness | —Unverified | 0 |
| The Fragility of Fairness: Causal Sensitivity Analysis for Fair Machine Learning | Oct 12, 2024 | FairnessInformativeness | CodeCode Available | 0 |
| Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog Generation | Oct 12, 2024 | InformativenessRetrieval | CodeCode Available | 1 |
| Why do objects have many names? A study on word informativeness in language use and lexical systems | Oct 10, 2024 | Informativeness | —Unverified | 0 |
| Diversified and Adaptive Negative Sampling on Knowledge Graphs | Oct 10, 2024 | Graph EmbeddingInformativeness | —Unverified | 0 |
| FaithCAMERA: Construction of a Faithful Dataset for Ad Text Generation | Oct 4, 2024 | InformativenessSentence | CodeCode Available | 0 |
| Generating bilingual example sentences with large language models as lexicography assistants | Oct 4, 2024 | In-Context LearningInformativeness | CodeCode Available | 0 |
| HiddenGuard: Fine-Grained Safe Generation with Specialized Representation Router | Oct 3, 2024 | Informativeness | CodeCode Available | 0 |
| Emotion-Aware Embedding Fusion in LLMs (Flan-T5, LLAMA 2, DeepSeek-R1, and ChatGPT 4) for Intelligent Response Generation | Oct 2, 2024 | ChatbotInformativeness | —Unverified | 0 |
| Best Practices for Multi-Fidelity Bayesian Optimization in Materials and Molecular Research | Oct 1, 2024 | Bayesian OptimizationInformativeness | CodeCode Available | 1 |
| Abstractive Summarization of Low resourced Nepali language using Multilingual Transformers | Sep 29, 2024 | Abstractive Text SummarizationArticles | —Unverified | 0 |
| HealthQ: Unveiling Questioning Capabilities of LLM Chains in Healthcare Conversations | Sep 28, 2024 | Dataset GenerationInformativeness | —Unverified | 0 |
| LLMs are One-Shot URL Classifiers and Explainers | Sep 22, 2024 | Domain AdaptationInformativeness | —Unverified | 0 |
| A Statistical Viewpoint on Differential Privacy: Hypothesis Testing, Representation and Blackwell's Theorem | Sep 14, 2024 | InformativenessPrivacy Preserving | —Unverified | 0 |
| WhisperNER: Unified Open Named Entity and Speech Recognition | Sep 12, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 3 |
| What is the Right Notion of Distance between Predict-then-Optimize Tasks? | Sep 11, 2024 | Informativeness | —Unverified | 0 |
| Bounds on the Generalization Error in Active Learning | Sep 10, 2024 | Active LearningInformativeness | —Unverified | 0 |
| Distribution Discrepancy and Feature Heterogeneity for Active 3D Object Detection | Sep 9, 2024 | 3D Object DetectionActive Learning | CodeCode Available | 0 |
| Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization | Sep 2, 2024 | InformativenessTransfer Learning | —Unverified | 0 |
| Adaptive Open-Set Active Learning with Distance-Based Out-of-Distribution Detection for Robust Task-Oriented Dialog System | Sep 1, 2024 | Active LearningInformativeness | CodeCode Available | 0 |
| Understanding the User: An Intent-Based Ranking Dataset | Aug 30, 2024 | BenchmarkingInformation Retrieval | —Unverified | 0 |
