| Active Learning from Positive and Unlabeled Data | Feb 24, 2016 | Active LearningInformativeness | CodeCode Available | 0 | 5 |
| Class Balance Matters to Active Class-Incremental Learning | Dec 9, 2024 | Active Learningclass-incremental learning | CodeCode Available | 0 | 5 |
| Chunk-aware Alignment and Lexical Constraint for Visual Entailment with Natural Language Explanations | Jul 23, 2022 | Decision MakingExplanation Generation | CodeCode Available | 0 | 5 |
| Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing | Jun 19, 2024 | InformativenessSegmentation | CodeCode Available | 0 | 5 |
| Generating Informative Conclusions for Argumentative Texts | Jun 2, 2021 | Informativeness | CodeCode Available | 0 | 5 |
| Explicable Reward Design for Reinforcement Learning Agents | Dec 1, 2021 | Informativenessreinforcement-learning | CodeCode Available | 0 | 5 |
| An Attention-Based Model for Predicting Contextual Informativeness and Curriculum Learning Applications | Apr 21, 2022 | InformativenessSentence | CodeCode Available | 0 | 5 |
| Environmental Sensor Placement with Convolutional Gaussian Neural Processes | Nov 18, 2022 | Active LearningGaussian Processes | CodeCode Available | 0 | 5 |
| Clustering of Social Media Messages for Humanitarian Aid Response during Crisis | Jul 23, 2020 | ClusteringDeep Learning | CodeCode Available | 0 | 5 |
| Exploiting Unlabeled Data in CNNs by Self-supervised Learning to Rank | Feb 17, 2019 | Active LearningCrowd Counting | CodeCode Available | 0 | 5 |
| Generating Zero-shot Abstractive Explanations for Rumour Verification | Jan 23, 2024 | Few-Shot LearningInformativeness | CodeCode Available | 0 | 5 |
| Graph-based Uncertainty Metrics for Long-form Language Model Outputs | Oct 28, 2024 | FormInformativeness | CodeCode Available | 0 | 5 |
| ImitAL: Learned Active Learning Strategy on Synthetic Data | Aug 24, 2022 | Active LearningInformativeness | CodeCode Available | 0 | 5 |
| Explaining Uncertainty in Multiple Sclerosis Lesion Segmentation Beyond Prediction Errors | Apr 7, 2025 | Image SegmentationInformativeness | —Unverified | 0 | 0 |
| Exemplary natural images explain CNN activations better than synthetic feature visualizations | Jan 1, 2021 | Informativeness | —Unverified | 0 | 0 |
| Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback | Feb 24, 2023 | InformativenessOpen-Domain Question Answering | —Unverified | 0 | 0 |
| EVA-Score: Evaluating Abstractive Long-form Summarization on Informativeness through Extraction and Validation | Jul 6, 2024 | Document-level Relation ExtractionForm | —Unverified | 0 | 0 |
| Evaluation of Neural Networks Defenses and Attacks using NDCG and Reciprocal Rank Metrics | Jan 10, 2022 | Information RetrievalInformativeness | —Unverified | 0 | 0 |
| Evaluating the Impact of Regulatory Policies on Social Welfare in Difference-in-Difference Settings | Jun 7, 2023 | counterfactualInformativeness | —Unverified | 0 | 0 |
| Evaluating the Effects of Embedding with Speaker Identity Information in Dialogue Summarization | Jun 1, 2022 | Document SummarizationInformativeness | —Unverified | 0 | 0 |
| DecipherPref: Analyzing Influential Factors in Human Preference Judgments via GPT-4 | May 24, 2023 | Informativeness | —Unverified | 0 | 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 | 0 |
| ChartQA-X: Generating Explanations for Charts | Apr 17, 2025 | Decision MakingExplanation Generation | —Unverified | 0 | 0 |
| Étude de l'informativité des transcriptions : une approche basée sur le résumé automatique | Sep 4, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Characterizing Graph Datasets for Node Classification: Homophily-Heterophily Dichotomy and Beyond | Sep 13, 2022 | InformativenessNode Classification | —Unverified | 0 | 0 |
| Error Analysis of Shapley Value-Based Model Explanations: An Informative Perspective | Apr 21, 2024 | InformativenessNovel Concepts | —Unverified | 0 | 0 |
| Chain of Explanation: New Prompting Method to Generate Higher Quality Natural Language Explanation for Implicit Hate Speech | Sep 11, 2022 | InformativenessText Generation | —Unverified | 0 | 0 |
| Analysis of Crowdsourced Sampling Strategies for HodgeRank with Sparse Random Graphs | Feb 28, 2015 | Informativeness | —Unverified | 0 | 0 |
| Active Learning for Speech Recognition: the Power of Gradients | Dec 10, 2016 | Active LearningInformativeness | —Unverified | 0 | 0 |
| Entity Summarization: State of the Art and Future Challenges | Oct 18, 2019 | Combinatorial OptimizationInformation Retrieval | —Unverified | 0 | 0 |
| Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization | Aug 1, 2018 | Abstractive Text SummarizationDecoder | —Unverified | 0 | 0 |
| Budget-aware Few-shot Learning via Graph Convolutional Network | Jan 7, 2022 | Few-Shot LearningInformativeness | —Unverified | 0 | 0 |
| Enriching Article Recommendation with Phrase Awareness | Dec 12, 2018 | InformativenessRecommendation Systems | —Unverified | 0 | 0 |
| Bayesian Active Learning for Sim-to-Real Robotic Perception | Sep 23, 2021 | Active LearningInformativeness | —Unverified | 0 | 0 |
| A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming | Apr 9, 2020 | InformativenessQuestion Answering | —Unverified | 0 | 0 |
| Enhancing Text Generation with Inductive Event Reasoning | Nov 16, 2021 | InformativenessText Generation | —Unverified | 0 | 0 |
| Bridging the Gap between Recognition-level Pre-training and Commonsensical Vision-language Tasks | May 1, 2022 | DiversityInformativeness | —Unverified | 0 | 0 |
| Enhancing Pre-Trained Decision Transformers with Prompt-Tuning Bandits | Feb 7, 2025 | InformativenessOffline RL | —Unverified | 0 | 0 |
| Enhancing Abstractiveness of Summarization Models through Calibrated Distillation | Oct 20, 2023 | Abstractive Text SummarizationInformativeness | —Unverified | 0 | 0 |
| Bridging the Gap between Expert and Language Models: Concept-guided Chess Commentary Generation and Evaluation | Oct 28, 2024 | Decision MakingInformativeness | —Unverified | 0 | 0 |
| A Method for Handling Multi-class Imbalanced Data by Geometry based Information Sampling and Class Prioritized Synthetic Data Generation (GICaPS) | Oct 11, 2020 | InformativenessMulti-Label Classification | —Unverified | 0 | 0 |
| Active Learning for Object Detection with Non-Redundant Informative Sampling | Jul 17, 2023 | Active LearningDiversity | —Unverified | 0 | 0 |
| Large Language Models Understand and Can be Enhanced by Emotional Stimuli | Jul 14, 2023 | Emotional IntelligenceInformativeness | —Unverified | 0 | 0 |
| Emotion-Gradient Metacognitive RSI (Part I): Theoretical Foundations and Single-Agent Architecture | May 12, 2025 | Informativeness | —Unverified | 0 | 0 |
| Emotion-Aware Embedding Fusion in LLMs (Flan-T5, LLAMA 2, DeepSeek-R1, and ChatGPT 4) for Intelligent Response Generation | Oct 2, 2024 | ChatbotInformativeness | —Unverified | 0 | 0 |
| Embodied Active Learning of Relational State Abstractions for Bilevel Planning | Mar 8, 2023 | Active LearningInformativeness | —Unverified | 0 | 0 |
| Knowledge-aware Document Summarization: A Survey of Knowledge, Embedding Methods and Architectures | Apr 24, 2022 | Document SummarizationInformativeness | —Unverified | 0 | 0 |
| EGCR: Explanation Generation for Conversational Recommendation | Aug 17, 2022 | Conversational RecommendationExplanation Generation | —Unverified | 0 | 0 |
| BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment | Nov 16, 2024 | Informativeness | —Unverified | 0 | 0 |
| Efficiently Learning Nonstationary Gaussian Processes for Real World Impact | Apr 27, 2018 | Gaussian ProcessesInformativeness | —Unverified | 0 | 0 |