| Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts | Dec 5, 2023 | Active LearningDiversity | CodeCode Available | 1 |
| Copula-based deviation measure of cointegrated financial assets | Dec 4, 2023 | Informativeness | —Unverified | 0 |
| The Trifecta: Three simple techniques for training deeper Forward-Forward networks | Nov 29, 2023 | Informativeness | CodeCode Available | 0 |
| The Battleship Approach to the Low Resource Entity Matching Problem | Nov 27, 2023 | Active LearningData Integration | CodeCode Available | 0 |
| PELMS: Pre-training for Effective Low-Shot Multi-Document Summarization | Nov 16, 2023 | Document SummarizationGeneral Knowledge | CodeCode Available | 0 |
| Group-Aware Interest Disentangled Dual-Training for Personalized Recommendation | Nov 16, 2023 | InformativenessRecommendation Systems | CodeCode Available | 0 |
| Learning Disentangled Speech Representations | Nov 4, 2023 | BenchmarkingDisentanglement | —Unverified | 0 |
| Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks | Nov 1, 2023 | InformativenessOut-of-Distribution Generalization | CodeCode Available | 1 |
| Interactive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human Supervision | Oct 31, 2023 | InformativenessKnowledge Distillation | —Unverified | 0 |
| Diffusion Reconstruction of Ultrasound Images with Informative Uncertainty | Oct 31, 2023 | DenoisingImage Reconstruction | —Unverified | 0 |
| Moral Sparks in Social Media Narratives | Oct 30, 2023 | EthicsInformativeness | —Unverified | 0 |
| Causality-Inspired Fair Representation Learning for Multimodal Recommendation | Oct 26, 2023 | AttributeCausal Inference | CodeCode Available | 1 |
| Salespeople vs SalesBot: Exploring the Role of Educational Value in Conversational Recommender Systems | Oct 26, 2023 | InformativenessRecommendation Systems | CodeCode Available | 0 |
| A comprehensive survey on deep active learning in medical image analysis | Oct 22, 2023 | Active LearningInformativeness | CodeCode Available | 1 |
| Enhancing Abstractiveness of Summarization Models through Calibrated Distillation | Oct 20, 2023 | Abstractive Text SummarizationInformativeness | —Unverified | 0 |
| Thoroughly Modeling Multi-domain Pre-trained Recommendation as Language | Oct 20, 2023 | InformativenessLanguage Modeling | —Unverified | 0 |
| InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems | Oct 13, 2023 | Dialogue State TrackingInformativeness | CodeCode Available | 1 |
| Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents | Oct 13, 2023 | InformativenessKnowledge Distillation | CodeCode Available | 1 |
| Fine-grained Conversational Decoding via Isotropic and Proximal Search | Oct 12, 2023 | InformativenessResponse Generation | CodeCode Available | 0 |
| Aligning Data Selection with Performance: Performance-driven Reinforcement Learning for Active Learning in Object Detection | Oct 12, 2023 | Active LearningActive Object Detection | —Unverified | 0 |
| Cheap Talking Algorithms | Oct 11, 2023 | Informativenessreinforcement-learning | CodeCode Available | 0 |
| An Information Bottleneck Characterization of the Understanding-Workload Tradeoff | Oct 11, 2023 | Informativeness | CodeCode Available | 0 |
| Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators | Oct 11, 2023 | Information RetrievalInformativeness | CodeCode Available | 1 |
| WikiIns: A High-Quality Dataset for Controlled Text Editing by Natural Language Instruction | Oct 8, 2023 | Informativeness | CodeCode Available | 0 |
| Measuring Information in Text Explanations | Oct 6, 2023 | Informativeness | —Unverified | 0 |
