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TitleStatusHype
Bridging Information Gaps with Comprehensive Answers: Improving the Diversity and Informativeness of Follow-Up QuestionsCode0
Moving Past Single Metrics: Exploring Short-Text Clustering Across Multiple Resolutions—0
UniKnow: A Unified Framework for Reliable Language Model Behavior across Parametric and External Knowledge—0
MVCNet: Multi-View Contrastive Network for Motor Imagery ClassificationCode1
Improving Multi-turn Task Completion in Task-Oriented Dialog Systems via Prompt Chaining and Fine-Grained Feedback—0
Evaluating and Enhancing Out-of-Domain Generalization of Task-Oriented Dialog Systems for Task Completion without Turn-level Dialog Annotations—0
REVERSUM: A Multi-staged Retrieval-Augmented Generation Method to Enhance Wikipedia Tail Biographies through Personal NarrativesCode0
Scalable Multi-Agent Offline Reinforcement Learning and the Role of Information—0
Can Vision-Language Models Infer Speaker's Ignorance? The Role of Visual and Linguistic Cues—0
Truth Knows No Language: Evaluating Truthfulness Beyond EnglishCode0
Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language ModelsCode0
Enhancing Pre-Trained Decision Transformers with Prompt-Tuning Bandits—0
Signaling Design—0
Active Learning for Continual Learning: Keeping the Past Alive in the Present—0
A Probabilistic Model for Self-Supervised Learning—0
Generalization and Informativeness of Weighted Conformal Risk Control Under Covariate Shift—0
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning—0
Unraveling Indirect In-Context Learning Using Influence Functions—0
Active Learning with Variational Quantum Circuits for Quantum Process Tomography—0
Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation—0
The Power of Adaptation: Boosting In-Context Learning through Adaptive Prompting—0
Measuring Contextual Informativeness in Child-Directed TextCode0
Boosting LLM via Learning from Data Iteratively and SelectivelyCode0
Uncovering the Visual Contribution in Audio-Visual Speech Recognition—0
Never Reset Again: A Mathematical Framework for Continual Inference in Recurrent Neural Networks—0
Face the Facts! Evaluating RAG-based Fact-checking Pipelines in Realistic SettingsCode0
Multi-QuAD: Multi-Level Quality-Adaptive Dynamic Network for Reliable Multimodal Classification—0
PA-RAG: RAG Alignment via Multi-Perspective Preference OptimizationCode1
What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood ContextCode0
VG-TVP: Multimodal Procedural Planning via Visually Grounded Text-Video PromptingCode0
DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space ModelsCode0
Class Balance Matters to Active Class-Incremental LearningCode0
Mastering Collaborative Multi-modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness—0
On Interpreting the Effectiveness of Unsupervised Software Traceability with Information Theory—0
Probing the statistical properties of enriched co-occurrence networks—0
Multi-Label Bayesian Active Learning with Inter-Label RelationshipsCode0
SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions—0
Understanding Learning with Sliced-Wasserstein Requires Rethinking Informative Slices—0
BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment—0
DTELS: Towards Dynamic Granularity of Timeline SummarizationCode1
Is Graph Convolution Always Beneficial For Every Feature?—0
Multi-expert Prompting Improves Reliability, Safety, and Usefulness of Large Language ModelsCode1
Adding Error Bars to Evals: A Statistical Approach to Language Model Evaluations—0
α-TCVAE: On the relationship between Disentanglement and Diversity—0
Teaching Embodied Reinforcement Learning Agents: Informativeness and Diversity of Language UseCode0
Contrastive Learning and Adversarial Disentanglement for Task-Oriented Semantic CommunicationsCode0
Bridging the Gap between Expert and Language Models: Concept-guided Chess Commentary Generation and Evaluation—0
Graph-based Uncertainty Metrics for Long-form Language Model OutputsCode0
Towards Robust Algorithms for Surgical Phase Recognition via Digital Twin-based Scene Representation—0
Systematic Exploration of Dialogue Summarization Approaches for Reproducibility, Comparative Assessment, and Methodological Innovations for Advancing Natural Language Processing in Abstractive Summarization—0
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