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Informativeness

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Showing 101–150 of 735 papers

TitleStatusHype
MedLogic-AQA: Enhancing Medical Question Answering with Abstractive Models Focusing on Logical StructuresCode0
MiCEval: Unveiling Multimodal Chain of Thought's Quality via Image Description and Reasoning StepsCode0
RAZOR: Refining Accuracy by Zeroing Out Redundancies—0
Tell me what I need to know: Exploring LLM-based (Personalized) Abstractive Multi-Source Meeting SummarizationCode0
Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles—0
The Fragility of Fairness: Causal Sensitivity Analysis for Fair Machine LearningCode0
Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog GenerationCode1
Why do objects have many names? A study on word informativeness in language use and lexical systems—0
Diversified and Adaptive Negative Sampling on Knowledge Graphs—0
FaithCAMERA: Construction of a Faithful Dataset for Ad Text GenerationCode0
Generating bilingual example sentences with large language models as lexicography assistantsCode0
HiddenGuard: Fine-Grained Safe Generation with Specialized Representation RouterCode0
Emotion-Aware Embedding Fusion in LLMs (Flan-T5, LLAMA 2, DeepSeek-R1, and ChatGPT 4) for Intelligent Response Generation—0
Best Practices for Multi-Fidelity Bayesian Optimization in Materials and Molecular ResearchCode1
Abstractive Summarization of Low resourced Nepali language using Multilingual Transformers—0
HealthQ: Unveiling Questioning Capabilities of LLM Chains in Healthcare Conversations—0
LLMs are One-Shot URL Classifiers and Explainers—0
A Statistical Viewpoint on Differential Privacy: Hypothesis Testing, Representation and Blackwell's Theorem—0
WhisperNER: Unified Open Named Entity and Speech RecognitionCode3
What is the Right Notion of Distance between Predict-then-Optimize Tasks?—0
Bounds on the Generalization Error in Active Learning—0
Distribution Discrepancy and Feature Heterogeneity for Active 3D Object DetectionCode0
Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization—0
Adaptive Open-Set Active Learning with Distance-Based Out-of-Distribution Detection for Robust Task-Oriented Dialog SystemCode0
Understanding the User: An Intent-Based Ranking Dataset—0
uMedSum: A Unified Framework for Advancing Medical Abstractive Summarization—0
GLIMMER: Incorporating Graph and Lexical Features in Unsupervised Multi-Document SummarizationCode0
Unlocking the Power of LLM Uncertainty for Active In-Context Example Selection—0
Robust Offline Active Learning on GraphsCode0
Bridging and Modeling Correlations in Pairwise Data for Direct Preference OptimizationCode1
Context-aware Visual Storytelling with Visual Prefix Tuning and Contrastive Learning—0
Avoid Wasted Annotation Costs in Open-set Active Learning with Pre-trained Vision-Language ModelCode0
The Design and Price of Influence—0
Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistency—0
Conversational Dueling Bandits in Generalized Linear ModelsCode0
CrowdMAC: Masked Crowd Density Completion for Robust Crowd Density Forecasting—0
Understanding the Relationship between Prompts and Response Uncertainty in Large Language Models—0
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation—0
Token-level Correlation-guided Compression for Efficient Multimodal Document UnderstandingCode0
Semantic Prototypes: Enhancing Transparency Without Black BoxesCode0
What's Wrong? Refining Meeting Summaries with LLM FeedbackCode0
Weighted Aggregation of Conformity Scores for Classification—0
β-DPO: Direct Preference Optimization with Dynamic βCode2
Enriching Information and Preserving Semantic Consistency in Expanding Curvilinear Object Segmentation DatasetsCode0
EVA-Score: Evaluating Abstractive Long-form Summarization on Informativeness through Extraction and Validation—0
Core: Robust Factual Precision with Informative Sub-Claim IdentificationCode0
Revisiting Sparse Rewards for Goal-Reaching Reinforcement LearningCode1
The Great AI Witch Hunt: Reviewers Perception and (Mis)Conception of Generative AI in Research Writing—0
ScanFormer: Referring Expression Comprehension by Iteratively Scanning—0
Learning to Ask Informative Questions: Enhancing LLMs with Preference Optimization and Expected Information GainCode0
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