| I-CEE: Tailoring Explanations of Image Classification Models to User Expertise | Dec 19, 2023 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model | Jun 5, 2017 | InformativenessMetric Learning | CodeCode Available | 0 | 5 |
| Improving Paratope and Epitope Prediction by Multi-Modal Contrastive Learning and Interaction Informativeness Estimation | May 31, 2024 | Antibody-antigen binding predictionContrastive Learning | CodeCode Available | 0 | 5 |
| Informativeness of Reward Functions in Reinforcement Learning | Feb 10, 2024 | Informativenessreinforcement-learning | CodeCode Available | 0 | 5 |
| Belief-based Generation of Argumentative Claims | Jan 24, 2021 | InformativenessText Generation | CodeCode Available | 0 | 5 |
| ImitAL: Learned Active Learning Strategy on Synthetic Data | Aug 24, 2022 | Active LearningInformativeness | CodeCode Available | 0 | 5 |
| Hierarchical Catalogue Generation for Literature Review: A Benchmark | Apr 7, 2023 | InformativenessReview Generation | CodeCode Available | 0 | 5 |
| Helping Crisis Responders Find the Informative Needle in the Tweet Haystack | Jan 29, 2018 | General ClassificationInformativeness | CodeCode Available | 0 | 5 |
| Boosting LLM via Learning from Data Iteratively and Selectively | Dec 23, 2024 | DiversityInformativeness | CodeCode Available | 0 | 5 |
| Bootstrapping Informative Graph Augmentation via A Meta Learning Approach | Jan 11, 2022 | Contrastive LearningInformativeness | CodeCode Available | 0 | 5 |
| HiddenGuard: Fine-Grained Safe Generation with Specialized Representation Router | Oct 3, 2024 | Informativeness | CodeCode Available | 0 | 5 |
| High-quality Task Division for Large-scale Entity Alignment | Aug 22, 2022 | Entity AlignmentGPU | CodeCode Available | 0 | 5 |
| Batch Decorrelation for Active Metric Learning | May 20, 2020 | Active LearningDiversity | CodeCode Available | 0 | 5 |
| Bridging Information Gaps with Comprehensive Answers: Improving the Diversity and Informativeness of Follow-Up Questions | Feb 24, 2025 | DiversityInformativeness | CodeCode Available | 0 | 5 |
| Group-Aware Interest Disentangled Dual-Training for Personalized Recommendation | Nov 16, 2023 | InformativenessRecommendation Systems | CodeCode Available | 0 | 5 |
| Investigating the Interplay between Features and Structures in Graph Learning | Aug 18, 2023 | Graph LearningInductive Bias | CodeCode Available | 0 | 5 |
| Graph-based Uncertainty Metrics for Long-form Language Model Outputs | Oct 28, 2024 | FormInformativeness | CodeCode Available | 0 | 5 |
| KeypartX: Graph-based Perception (Text) Representation | Sep 23, 2022 | Informativeness | CodeCode Available | 0 | 5 |
| Active Inverse Reward Design | Sep 9, 2018 | Informativeness | CodeCode Available | 0 | 5 |
| How to make latent factors interpretable by feeding Factorization machines with knowledge graphs | Sep 11, 2019 | InformativenessKnowledge Graphs | CodeCode Available | 0 | 5 |
| An Active Learning Approach for Reducing Annotation Cost in Skin Lesion Analysis | Sep 5, 2019 | Active LearningData Augmentation | CodeCode Available | 0 | 5 |
| Informativeness of Weighted Conformal Prediction | May 10, 2024 | Conformal PredictionInformativeness | CodeCode Available | 0 | 5 |
| Linguistically-Informed Specificity and Semantic Plausibility for Dialogue Generation | Jun 1, 2019 | Dialogue GenerationInformativeness | CodeCode Available | 0 | 5 |
| Cheap Talking Algorithms | Oct 11, 2023 | Informativenessreinforcement-learning | CodeCode Available | 0 | 5 |
| Active Learning from Positive and Unlabeled Data | Feb 24, 2016 | Active LearningInformativeness | 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 |
| Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization | Sep 16, 2018 | Conversational Response GenerationDiversity | CodeCode Available | 0 | 5 |
| A Discrimination Report Card | Jun 22, 2023 | Informativeness | CodeCode Available | 0 | 5 |
| Generating Informative Conclusions for Argumentative Texts | Jun 2, 2021 | Informativeness | CodeCode Available | 0 | 5 |
| A variational selection mechanism for article comment generation | Sep 12, 2023 | ArticlesComment Generation | CodeCode Available | 0 | 5 |
| Generating bilingual example sentences with large language models as lexicography assistants | Oct 4, 2024 | In-Context LearningInformativeness | CodeCode Available | 0 | 5 |
| Generating Zero-shot Abstractive Explanations for Rumour Verification | Jan 23, 2024 | Few-Shot LearningInformativeness | CodeCode Available | 0 | 5 |
| A Variance Maximization Criterion for Active Learning | Jun 23, 2017 | Active LearningInformativeness | CodeCode Available | 0 | 5 |
| Foreseeing the Benefits of Incidental Supervision | Jun 9, 2020 | InformativenessLearning Theory | CodeCode Available | 0 | 5 |
| Gaussian Switch Sampling: A Second Order Approach to Active Learning | Feb 16, 2023 | Active LearningInformativeness | CodeCode Available | 0 | 5 |
| Focus-Constrained Attention Mechanism for CVAE-based Response Generation | Sep 25, 2020 | DecoderInformativeness | CodeCode Available | 0 | 5 |
| GCN-LASE: Towards Adequately Incorporating Link Attributes in Graph Convolutional Networks | Feb 26, 2019 | Informativeness | CodeCode Available | 0 | 5 |
| Generating Weather Comments from Meteorological Simulations | Apr 1, 2021 | Informativeness | CodeCode Available | 0 | 5 |
| Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT | Mar 17, 2022 | Informativeness | CodeCode Available | 0 | 5 |
| FaithCAMERA: Construction of a Faithful Dataset for Ad Text Generation | Oct 4, 2024 | InformativenessSentence | CodeCode Available | 0 | 5 |
| Falcon: Fair Active Learning using Multi-armed Bandits | Jan 23, 2024 | Active LearningAttribute | CodeCode Available | 0 | 5 |
| Fine-grained Conversational Decoding via Isotropic and Proximal Search | Oct 12, 2023 | InformativenessResponse Generation | CodeCode Available | 0 | 5 |
| Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation | Jul 14, 2023 | Active LearningInformativeness | CodeCode Available | 0 | 5 |
| Exploring the Synergy Between Vision-Language Pretraining and ChatGPT for Artwork Captioning: A Preliminary Study | Jan 21, 2023 | Image CaptioningInformativeness | CodeCode Available | 0 | 5 |
| Achieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection | Mar 22, 2022 | InformativenessSpecificity | CodeCode Available | 0 | 5 |
| Adaptive Open-Set Active Learning with Distance-Based Out-of-Distribution Detection for Robust Task-Oriented Dialog System | Sep 1, 2024 | Active LearningInformativeness | 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 |
| Face the Facts! Evaluating RAG-based Fact-checking Pipelines in Realistic Settings | Dec 19, 2024 | Fact CheckingInformativeness | CodeCode Available | 0 | 5 |
| Evaluating GPT-3 Generated Explanations for Hateful Content Moderation | May 28, 2023 | InformativenessPersuasiveness | CodeCode Available | 0 | 5 |
| ERU-KG: Efficient Reference-aligned Unsupervised Keyphrase Generation | May 30, 2025 | InformativenessKeyphrase Generation | CodeCode Available | 0 | 5 |