| Multi-Agent Retrieval-Augmented Framework for Evidence-Based Counterspeech Against Health Misinformation | Jul 9, 2025 | InformativenessMisinformation | —Unverified | 0 |
| LumiCRS: Asymmetric Contrastive Prototype Learning for Long-Tail Conversational Movie Recommendation | Jul 7, 2025 | DiversityFairness | —Unverified | 0 |
| Dynamic Bandwidth Allocation for Hybrid Event-RGB Transmission | Jun 25, 2025 | DeblurringInformativeness | —Unverified | 0 |
| Multi-Preference Lambda-weighted Listwise DPO for Dynamic Preference Alignment | Jun 24, 2025 | Informativenessreinforcement-learning | CodeCode Available | 0 |
| Image Reconstruction as a Tool for Feature Analysis | Jun 9, 2025 | Contrastive LearningImage Reconstruction | —Unverified | 0 |
| CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems | Jun 9, 2025 | AttributeBenchmarking | CodeCode Available | 0 |
| Assumption-free stability for ranking problems | Jun 2, 2025 | Informativeness | —Unverified | 0 |
| Investigating the Impact of Word Informativeness on Speech Emotion Recognition | Jun 2, 2025 | Emotion RecognitionInformativeness | —Unverified | 0 |
| Understanding while Exploring: Semantics-driven Active Mapping | May 30, 2025 | 3DGSInformativeness | —Unverified | 0 |
| ERU-KG: Efficient Reference-aligned Unsupervised Keyphrase Generation | May 30, 2025 | InformativenessKeyphrase Generation | CodeCode Available | 0 |
| Limits of Disclosure in Search Markets | May 28, 2025 | Informativeness | —Unverified | 0 |
| Directed Homophily-Aware Graph Neural Network | May 28, 2025 | Graph Neural NetworkInformativeness | —Unverified | 0 |
| OASIS: Online Sample Selection for Continual Visual Instruction Tuning | May 27, 2025 | Informativeness | —Unverified | 0 |
| Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning | May 26, 2025 | image-classificationImage Classification | —Unverified | 0 |
| CIDRe: A Reference-Free Multi-Aspect Criterion for Code Comment Quality Measurement | May 26, 2025 | Informativeness | —Unverified | 0 |
| Power-Law Decay Loss for Large Language Model Finetuning: Focusing on Information Sparsity to Enhance Generation Quality | May 22, 2025 | Abstractive Text SummarizationInformativeness | CodeCode Available | 0 |
| ICYM2I: The illusion of multimodal informativeness under missingness | May 22, 2025 | Informativeness | CodeCode Available | 1 |
| A Qualitative Investigation into LLM-Generated Multilingual Code Comments and Automatic Evaluation Metrics | May 21, 2025 | Informativeness | —Unverified | 0 |
| Laplace Sample Information: Data Informativeness Through a Bayesian Lens | May 21, 2025 | Informativeness | CodeCode Available | 0 |
| AdAEM: An Adaptively and Automated Extensible Measurement of LLMs' Value Difference | May 18, 2025 | Informativeness | —Unverified | 0 |
| MID-L: Matrix-Interpolated Dropout Layer with Layer-wise Neuron Selection | May 16, 2025 | Informativeness | —Unverified | 0 |
| MolTextNet: A Two-Million Molecule-Text Dataset for Multimodal Molecular Learning | May 15, 2025 | Drug DiscoveryInformativeness | —Unverified | 0 |
| Are LLM-generated plain language summaries truly understandable? A large-scale crowdsourced evaluation | May 15, 2025 | InformativenessMultiple-choice | —Unverified | 0 |
| Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning? | May 13, 2025 | Chart Question AnsweringFact Checking | CodeCode Available | 0 |
| Emotion-Gradient Metacognitive RSI (Part I): Theoretical Foundations and Single-Agent Architecture | May 12, 2025 | Informativeness | —Unverified | 0 |
| Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks | May 9, 2025 | DisentanglementInformativeness | CodeCode Available | 0 |
| Gap the (Theory of) Mind: Sharing Beliefs About Teammates' Goals Boosts Collaboration Perception, Not Performance | May 6, 2025 | Informativeness | —Unverified | 0 |
| An Empirical Study of Evaluating Long-form Question Answering | Apr 25, 2025 | FormInformativeness | CodeCode Available | 0 |
| Assessing the Potential of Generative Agents in Crowdsourced Fact-Checking | Apr 24, 2025 | Decision MakingFact Checking | —Unverified | 0 |
| Machine Learning Interpretation of Optical Spectroscopy Using Peak-Sensitive Logistic Regression | Apr 23, 2025 | Feature ImportanceInformativeness | CodeCode Available | 0 |
| ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams | Apr 21, 2025 | InformativenessLow-latency processing | CodeCode Available | 0 |
| ChartQA-X: Generating Explanations for Charts | Apr 17, 2025 | Decision MakingExplanation Generation | —Unverified | 0 |
| Parsimonious Dataset Construction for Laparoscopic Cholecystectomy Structure Segmentation | Apr 17, 2025 | Active LearningInformativeness | —Unverified | 0 |
| Transfer Learning for Temporal Link Prediction | Apr 15, 2025 | Drug DiscoveryInformativeness | CodeCode Available | 0 |
| GPS: Distilling Compact Memories via Grid-based Patch Sampling for Efficient Online Class-Incremental Learning | Apr 14, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Competitive Information Disclosure with Heterogeneous Consumer Search | Apr 7, 2025 | Informativeness | —Unverified | 0 |
| Explaining Uncertainty in Multiple Sclerosis Lesion Segmentation Beyond Prediction Errors | Apr 7, 2025 | Image SegmentationInformativeness | —Unverified | 0 |
| Balancing Complexity and Informativeness in LLM-Based Clustering: Finding the Goldilocks Zone | Apr 6, 2025 | ClusteringInformativeness | —Unverified | 0 |
| Discriminating BCC Subtypes Using Entropy and Mutual Information from Dermoscopic Features | Apr 5, 2025 | DiagnosticInformativeness | —Unverified | 0 |
| Few-Shot Graph Out-of-Distribution Detection with LLMs | Mar 28, 2025 | Graph Neural NetworkInformativeness | —Unverified | 0 |
| Constraint-based causal discovery with tiered background knowledge and latent variables in single or overlapping datasets | Mar 27, 2025 | Causal DiscoveryInformativeness | —Unverified | 0 |
| WikiAutoGen: Towards Multi-Modal Wikipedia-Style Article Generation | Mar 24, 2025 | ArticlesInformativeness | CodeCode Available | 1 |
| SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate Optimization | Mar 18, 2025 | Dataset CondensationDomain Generalization | —Unverified | 0 |
| Considering Length Diversity in Retrieval-Augmented Summarization | Mar 12, 2025 | DiversityInformativeness | CodeCode Available | 0 |
| 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 |
| Trustworthy Answers, Messier Data: Bridging the Gap in Low-Resource Retrieval-Augmented Generation for Domain Expert Systems | Feb 26, 2025 | InformativenessRAG | —Unverified | 0 |
| AI-Powered Bayesian Inference | Feb 26, 2025 | Bayesian InferenceInformativeness | —Unverified | 0 |
| Differentially Private Sequential Learning | Feb 26, 2025 | Informativeness | —Unverified | 0 |