| Contrastive Speaker-Aware Learning for Multi-party Dialogue Generation with LLMs | Mar 11, 2025 | Contrastive LearningDialogue Generation | —Unverified | 0 |
| Paying and Persuading | Mar 8, 2025 | Informativeness | —Unverified | 0 |
| Scaling Crowdsourced Election Monitoring: Construction and Evaluation of Classification Models for Multilingual and Cross-Domain Classification Settings | Mar 5, 2025 | Classificationdomain classification | —Unverified | 0 |
| AI-Powered Bayesian Inference | Feb 26, 2025 | Bayesian InferenceInformativeness | —Unverified | 0 |
| Differentially Private Sequential Learning | Feb 26, 2025 | Informativeness | —Unverified | 0 |
| Trustworthy Answers, Messier Data: Bridging the Gap in Low-Resource Retrieval-Augmented Generation for Domain Expert Systems | Feb 26, 2025 | InformativenessRAG | —Unverified | 0 |
| Moving Past Single Metrics: Exploring Short-Text Clustering Across Multiple Resolutions | Feb 24, 2025 | ClusteringInformativeness | —Unverified | 0 |
| Bridging Information Gaps with Comprehensive Answers: Improving the Diversity and Informativeness of Follow-Up Questions | Feb 24, 2025 | DiversityInformativeness | CodeCode Available | 0 |
| UniKnow: A Unified Framework for Reliable Language Model Behavior across Parametric and External Knowledge | Feb 19, 2025 | InformativenessLanguage Modeling | —Unverified | 0 |
| Improving Multi-turn Task Completion in Task-Oriented Dialog Systems via Prompt Chaining and Fine-Grained Feedback | Feb 18, 2025 | Domain AdaptationInformativeness | —Unverified | 0 |
| Evaluating and Enhancing Out-of-Domain Generalization of Task-Oriented Dialog Systems for Task Completion without Turn-level Dialog Annotations | Feb 18, 2025 | Domain GeneralizationInformativeness | —Unverified | 0 |
| REVERSUM: A Multi-staged Retrieval-Augmented Generation Method to Enhance Wikipedia Tail Biographies through Personal Narratives | Feb 17, 2025 | ArticlesInformativeness | CodeCode Available | 0 |
| Scalable Multi-Agent Offline Reinforcement Learning and the Role of Information | Feb 16, 2025 | InformativenessReinforcement Learning (RL) | —Unverified | 0 |
| Can Vision-Language Models Infer Speaker's Ignorance? The Role of Visual and Linguistic Cues | Feb 13, 2025 | ImplicaturesInformativeness | —Unverified | 0 |
| Truth Knows No Language: Evaluating Truthfulness Beyond English | Feb 13, 2025 | InformativenessMachine Translation | CodeCode Available | 0 |
| Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models | Feb 8, 2025 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| Enhancing Pre-Trained Decision Transformers with Prompt-Tuning Bandits | Feb 7, 2025 | InformativenessOffline RL | —Unverified | 0 |
| Signaling Design | Feb 4, 2025 | Informativeness | —Unverified | 0 |
| Active Learning for Continual Learning: Keeping the Past Alive in the Present | Jan 24, 2025 | Active LearningContinual Learning | —Unverified | 0 |
| A Probabilistic Model for Self-Supervised Learning | Jan 22, 2025 | Informativenessmodel | —Unverified | 0 |
| Generalization and Informativeness of Weighted Conformal Risk Control Under Covariate Shift | Jan 20, 2025 | InformativenessPrediction | —Unverified | 0 |
| LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning | Jan 15, 2025 | Computational EfficiencyInformativeness | —Unverified | 0 |
| Unraveling Indirect In-Context Learning Using Influence Functions | Jan 1, 2025 | In-Context LearningInformativeness | —Unverified | 0 |
| Active Learning with Variational Quantum Circuits for Quantum Process Tomography | Dec 30, 2024 | Active LearningDiagnostic | —Unverified | 0 |
| Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation | Dec 25, 2024 | InformativenessSemantic Communication | —Unverified | 0 |