| 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 |
| ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning | Dec 15, 2022 | InformativenessText Generation | —Unverified | 0 |
| Environmental Sensor Placement with Convolutional Gaussian Neural Processes | Nov 18, 2022 | Active LearningGaussian Processes | CodeCode Available | 0 |
| Consecutive Question Generation via Dynamic Multitask Learning | Nov 16, 2022 | Data AugmentationInformativeness | —Unverified | 0 |
| Improving Factual Consistency in Summarization with Compression-Based Post-Editing | Nov 11, 2022 | InformativenessSentence | CodeCode Available | 0 |
| Active Acquisition for Multimodal Temporal Data: A Challenging Decision-Making Task | Nov 9, 2022 | Decision MakingInformativeness | —Unverified | 0 |
| Data Level Lottery Ticket Hypothesis for Vision Transformers | Nov 2, 2022 | Analogical SimilarityInformativeness | CodeCode Available | 0 |
| On the Informativeness of Supervision Signals | Nov 2, 2022 | Contrastive LearningFew-Shot Learning | —Unverified | 0 |
| Large deviations rates for stochastic gradient descent with strongly convex functions | Nov 2, 2022 | Informativeness | —Unverified | 0 |
| Are Current Decoding Strategies Capable of Facing the Challenges of Visual Dialogue? | Oct 24, 2022 | InformativenessText Generation | —Unverified | 0 |
| Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation | Oct 22, 2022 | InformativenessText Generation | —Unverified | 0 |
| Leveraging Key Information Modeling to Improve Less-Data Constrained News Headline Generation via Duality Fine-Tuning | Oct 10, 2022 | DecoderHeadline Generation | —Unverified | 0 |
| Quantitative Metrics for Evaluating Explanations of Video DeepFake Detectors | Oct 7, 2022 | AttributeFace Swapping | —Unverified | 0 |
| TPGNN: Learning High-order Information in Dynamic Graphs via Temporal Propagation | Oct 3, 2022 | Graph Neural NetworkInformativeness | —Unverified | 0 |
| Robust Active Distillation | Oct 3, 2022 | Active LearningInformativeness | —Unverified | 0 |
| DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability | Oct 1, 2022 | DisentanglementInformativeness | CodeCode Available | 0 |
| The interaction between cognitive ease and informativeness shapes the lexicons of natural languages | Oct 1, 2022 | Informativeness | —Unverified | 0 |
| UCEpic: Unifying Aspect Planning and Lexical Constraints for Generating Explanations in Recommendation | Sep 28, 2022 | DiversityExplainable Recommendation | CodeCode Available | 0 |
| Quantification before Selection: Active Dynamics Preference for Robust Reinforcement Learning | Sep 23, 2022 | Informativenessreinforcement-learning | —Unverified | 0 |
| KeypartX: Graph-based Perception (Text) Representation | Sep 23, 2022 | Informativeness | CodeCode Available | 0 |
| Characterizing Graph Datasets for Node Classification: Homophily-Heterophily Dichotomy and Beyond | Sep 13, 2022 | InformativenessNode Classification | —Unverified | 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 |
| Generating detailed saliency maps using model-agnostic methods | Sep 4, 2022 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Active Learning with Effective Scoring Functions for Semi-Supervised Temporal Action Localization | Aug 31, 2022 | Action LocalizationActive Learning | —Unverified | 0 |
| ImitAL: Learned Active Learning Strategy on Synthetic Data | Aug 24, 2022 | Active LearningInformativeness | CodeCode Available | 0 |
| The Effect of Modeling Human Rationality Level on Learning Rewards from Multiple Feedback Types | Aug 23, 2022 | InformativenessVocal Bursts Type Prediction | —Unverified | 0 |