| Markovian Transformers for Informative Language Modeling | Apr 29, 2024 | GSM8KInformativeness | CodeCode Available | 1 | 5 |
| Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees | May 16, 2024 | Decision MakingInformativeness | CodeCode Available | 1 | 5 |
| Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup | Dec 17, 2020 | InformativenessKnowledge Distillation | CodeCode Available | 1 | 5 |
| Controllable Abstractive Sentence Summarization with Guiding Entities | Dec 1, 2020 | InformativenessSentence | CodeCode Available | 1 | 5 |
| Dataset Distillation via Factorization | Oct 30, 2022 | Dataset DistillationHallucination | CodeCode Available | 1 | 5 |
| MVCNet: Multi-View Contrastive Network for Motor Imagery Classification | Feb 18, 2025 | Brain Computer InterfaceContrastive Learning | CodeCode Available | 1 | 5 |
| MUS-CDB: Mixed Uncertainty Sampling with Class Distribution Balancing for Active Annotation in Aerial Object Detection | Dec 6, 2022 | Active LearningActive Object Detection | CodeCode Available | 1 | 5 |
| Coverage-based Example Selection for In-Context Learning | May 24, 2023 | In-Context LearningInformativeness | CodeCode Available | 1 | 5 |
| Active Learning from Positive and Unlabeled Data | Feb 24, 2016 | Active LearningInformativeness | CodeCode Available | 0 | 5 |
| Falcon: Fair Active Learning using Multi-armed Bandits | Jan 23, 2024 | Active LearningAttribute | 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 |
| FaithCAMERA: Construction of a Faithful Dataset for Ad Text Generation | Oct 4, 2024 | InformativenessSentence | 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 |
| Exploring the Synergy Between Vision-Language Pretraining and ChatGPT for Artwork Captioning: A Preliminary Study | Jan 21, 2023 | Image CaptioningInformativeness | CodeCode Available | 0 | 5 |
| Robust Explainer Recommendation for Time Series Classification | Jun 8, 2023 | Activity RecognitionClassification | CodeCode Available | 0 | 5 |
| Explicable Reward Design for Reinforcement Learning Agents | Dec 1, 2021 | Informativenessreinforcement-learning | 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 |
| Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT | Mar 17, 2022 | Informativeness | 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 |
| Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 Surprisal | Dec 21, 2022 | InformativenessLanguage Modelling | CodeCode Available | 0 | 5 |
| Dynamic Feature Acquisition Using Denoising Autoencoders | Nov 3, 2018 | DenoisingDensity Estimation | CodeCode Available | 0 | 5 |
| Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization | Feb 28, 2024 | InformativenessRepresentation Learning | CodeCode Available | 0 | 5 |
| Enhancing Video Summarization with Context Awareness | Apr 6, 2024 | BenchmarkingInformativeness | CodeCode Available | 0 | 5 |
| Batch Decorrelation for Active Metric Learning | May 20, 2020 | Active LearningDiversity | CodeCode Available | 0 | 5 |
