| Face the Facts! Evaluating RAG-based Fact-checking Pipelines in Realistic Settings | Dec 19, 2024 | Fact CheckingInformativeness | CodeCode Available | 0 |
| Multi-QuAD: Multi-Level Quality-Adaptive Dynamic Network for Reliable Multimodal Classification | Dec 19, 2024 | InformativenessParameter Prediction | —Unverified | 0 |
| PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization | Dec 19, 2024 | InformativenessRAG | CodeCode Available | 1 |
| What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood Context | Dec 18, 2024 | Continual LearningContrastive Learning | CodeCode Available | 0 |
| VG-TVP: Multimodal Procedural Planning via Visually Grounded Text-Video Prompting | Dec 16, 2024 | InformativenessLarge Language Model | CodeCode Available | 0 |
| DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models | Dec 11, 2024 | Graph structure learningInformativeness | CodeCode Available | 0 |
| Class Balance Matters to Active Class-Incremental Learning | Dec 9, 2024 | Active Learningclass-incremental learning | CodeCode Available | 0 |
| Mastering Collaborative Multi-modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness | Dec 9, 2024 | InformativenessPhilosophy | —Unverified | 0 |
| On Interpreting the Effectiveness of Unsupervised Software Traceability with Information Theory | Dec 6, 2024 | Information RetrievalInformativeness | —Unverified | 0 |
| Probing the statistical properties of enriched co-occurrence networks | Dec 3, 2024 | InformativenessWord Embeddings | —Unverified | 0 |
| Multi-Label Bayesian Active Learning with Inter-Label Relationships | Nov 26, 2024 | Active LearningDiversity | CodeCode Available | 0 |
| SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions | Nov 21, 2024 | Informativeness | —Unverified | 0 |
| Understanding Learning with Sliced-Wasserstein Requires Rethinking Informative Slices | Nov 16, 2024 | Informativeness | —Unverified | 0 |
| BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment | Nov 16, 2024 | Informativeness | —Unverified | 0 |
| DTELS: Towards Dynamic Granularity of Timeline Summarization | Nov 14, 2024 | InformativenessTimeline Summarization | CodeCode Available | 1 |
| Is Graph Convolution Always Beneficial For Every Feature? | Nov 12, 2024 | feature selectionInformativeness | —Unverified | 0 |
| Multi-expert Prompting Improves Reliability, Safety, and Usefulness of Large Language Models | Nov 1, 2024 | Decision MakingInformativeness | CodeCode Available | 1 |
| Adding Error Bars to Evals: A Statistical Approach to Language Model Evaluations | Nov 1, 2024 | InformativenessLanguage Modeling | —Unverified | 0 |
| α-TCVAE: On the relationship between Disentanglement and Diversity | Nov 1, 2024 | AttributeDisentanglement | —Unverified | 0 |
| Teaching Embodied Reinforcement Learning Agents: Informativeness and Diversity of Language Use | Oct 31, 2024 | DiversityInformativeness | CodeCode Available | 0 |
| Contrastive Learning and Adversarial Disentanglement for Task-Oriented Semantic Communications | Oct 30, 2024 | AttributeContrastive Learning | CodeCode Available | 0 |
| Bridging the Gap between Expert and Language Models: Concept-guided Chess Commentary Generation and Evaluation | Oct 28, 2024 | Decision MakingInformativeness | —Unverified | 0 |
| Graph-based Uncertainty Metrics for Long-form Language Model Outputs | Oct 28, 2024 | FormInformativeness | CodeCode Available | 0 |
| Towards Robust Algorithms for Surgical Phase Recognition via Digital Twin-based Scene Representation | Oct 26, 2024 | InformativenessScene Understanding | —Unverified | 0 |
| Systematic Exploration of Dialogue Summarization Approaches for Reproducibility, Comparative Assessment, and Methodological Innovations for Advancing Natural Language Processing in Abstractive Summarization | Oct 21, 2024 | Abstractive Text SummarizationDecision Making | —Unverified | 0 |