| Prompting GPT-3.5 for Text-to-SQL with De-semanticization and Skeleton Retrieval | Apr 26, 2023 | InformativenessRetrieval | —Unverified | 0 |
| Informative Data Selection with Uncertainty for Multi-modal Object Detection | Apr 23, 2023 | 2D Object DetectionInformativeness | —Unverified | 0 |
| Does Informativeness Matter? Active Learning for Educational Dialogue Act Classification | Apr 12, 2023 | Active LearningDialogue Act Classification | —Unverified | 0 |
| Hierarchical Catalogue Generation for Literature Review: A Benchmark | Apr 7, 2023 | InformativenessReview Generation | CodeCode Available | 0 |
| Large Language Models are Diverse Role-Players for Summarization Evaluation | Mar 27, 2023 | InformativenessText Summarization | —Unverified | 0 |
| Uncertainty Aware Active Learning for Reconfiguration of Pre-trained Deep Object-Detection Networks for New Target Domains | Mar 22, 2023 | Active LearningInformativeness | —Unverified | 0 |
| cTBLS: Augmenting Large Language Models with Conversational Tables | Mar 21, 2023 | DecoderInformativeness | CodeCode Available | 0 |
| Embodied Active Learning of Relational State Abstractions for Bilevel Planning | Mar 8, 2023 | Active LearningInformativeness | —Unverified | 0 |
| Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery | Mar 2, 2023 | Causal DiscoveryInformativeness | CodeCode Available | 0 |
| REASONER: An Explainable Recommendation Dataset with Multi-aspect Real User Labeled Ground Truths Towards more Measurable Explainable Recommendation | Mar 1, 2023 | Explainable RecommendationInformativeness | —Unverified | 0 |
| Zero-Shot Cross-Lingual Summarization via Large Language Models | Feb 28, 2023 | Informativeness | —Unverified | 0 |
| Finding Support Examples for In-Context Learning | Feb 27, 2023 | Combinatorial OptimizationDiversity | —Unverified | 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 |
| Topic-switch adapted Japanese Dialogue System based on PLATO-2 | Feb 22, 2023 | Dialogue GenerationInformativeness | —Unverified | 0 |
| Gaussian Switch Sampling: A Second Order Approach to Active Learning | Feb 16, 2023 | Active LearningInformativeness | CodeCode Available | 0 |
| Uncertainty in Fairness Assessment: Maintaining Stable Conclusions Despite Fluctuations | Feb 2, 2023 | FairnessInformativeness | —Unverified | 0 |
| Curriculum-Guided Abstractive Summarization | Feb 2, 2023 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| Exploring the Synergy Between Vision-Language Pretraining and ChatGPT for Artwork Captioning: A Preliminary Study | Jan 21, 2023 | Image CaptioningInformativeness | CodeCode Available | 0 |
| Forgetful Active Learning with Switch Events: Efficient Sampling for Out-of-Distribution Data | Jan 12, 2023 | Active LearningInformativeness | —Unverified | 0 |
| The Berkelmans-Pries Feature Importance Method: A Generic Measure of Informativeness of Features | Jan 11, 2023 | Feature ImportanceInformativeness | CodeCode Available | 0 |
| Hybrid Active Learning via Deep Clustering for Video Action Detection | Jan 1, 2023 | Action DetectionActive Learning | —Unverified | 0 |
| 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 |
| Norm of Word Embedding Encodes Information Gain | Dec 19, 2022 | InformativenessKeyword Extraction | —Unverified | 0 |
| Mind the Knowledge Gap: A Survey of Knowledge-enhanced Dialogue Systems | Dec 19, 2022 | InformativenessSurvey | —Unverified | 0 |
| Do Not Trust a Model Because It is Confident: Uncovering and Characterizing Unknown Unknowns to Student Success Predictors in Online-Based Learning | Dec 16, 2022 | Informativeness | CodeCode Available | 0 |