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| The Informativeness of Combined Experimental and Observational Data under Dynamic Selection | Mar 24, 2024 | Informativeness | —Unverified | 0 |
| Policy Relevant Treatment Effects with Multidimensional Unobserved Heterogeneity | Mar 20, 2024 | Informativeness | —Unverified | 0 |
| CSDNet: Detect Salient Object in Depth-Thermal via A Lightweight Cross Shallow and Deep Perception Network | Mar 15, 2024 | DescriptiveInformativeness | —Unverified | 0 |
| FKA-Owl: Advancing Multimodal Fake News Detection through Knowledge-Augmented LVLMs | Mar 4, 2024 | Fake News DetectionImage Manipulation | —Unverified | 0 |
| Revisiting Disentanglement in Downstream Tasks: A Study on Its Necessity for Abstract Visual Reasoning | Mar 1, 2024 | DisentanglementInformativeness | CodeCode Available | 0 |
| Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization | Feb 28, 2024 | InformativenessRepresentation Learning | CodeCode Available | 0 |
| Prioritizing Informative Features and Examples for Deep Learning from Noisy Data | Feb 27, 2024 | Active LearningInformativeness | CodeCode Available | 0 |
| How Ambiguous are the Rationales for Natural Language Reasoning? A Simple Approach to Handling Rationale Uncertainty | Feb 22, 2024 | Informativeness | —Unverified | 0 |
| Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks | Feb 19, 2024 | InformativenessValue prediction | —Unverified | 0 |
| RAGIC: Risk-Aware Generative Adversarial Model for Stock Interval Construction | Feb 16, 2024 | Decision MakingGenerative Adversarial Network | —Unverified | 0 |
| `Keep it Together': Enforcing Cohesion in Extractive Summaries by Simulating Human Memory | Feb 16, 2024 | InformativenessSentence | —Unverified | 0 |
| Informativeness of Reward Functions in Reinforcement Learning | Feb 10, 2024 | Informativenessreinforcement-learning | CodeCode Available | 0 |
| Traditional Machine Learning Models and Bidirectional Encoder Representations From Transformer (BERT)-Based Automatic Classification of Tweets About Eating Disorders: Algorithm Development and Validation Study | Feb 8, 2024 | Informativeness | —Unverified | 0 |
| Exploring Learning Complexity for Efficient Downstream Dataset Pruning | Feb 8, 2024 | Informativeness | —Unverified | 0 |
| What's documented in AI? Systematic Analysis of 32K AI Model Cards | Feb 7, 2024 | Informativeness | CodeCode Available | 0 |
| 0-1 laws for pattern occurrences in phylogenetic trees and networks | Feb 7, 2024 | 10-shot image generation | —Unverified | 0 |
| Multitask Active Learning for Graph Anomaly Detection | Jan 24, 2024 | Active LearningAnomaly Detection | CodeCode Available | 0 |
| Generating Zero-shot Abstractive Explanations for Rumour Verification | Jan 23, 2024 | Few-Shot LearningInformativeness | CodeCode Available | 0 |
| Visibility into AI Agents | Jan 23, 2024 | Informativeness | —Unverified | 0 |
| Falcon: Fair Active Learning using Multi-armed Bandits | Jan 23, 2024 | Active LearningAttribute | CodeCode Available | 0 |
| Generalization and Informativeness of Conformal Prediction | Jan 22, 2024 | Conformal PredictionDecision Making | —Unverified | 0 |
| Prompt-RAG: Pioneering Vector Embedding-Free Retrieval-Augmented Generation in Niche Domains, Exemplified by Korean Medicine | Jan 20, 2024 | ChatbotInformativeness | —Unverified | 0 |
| AntEval: Evaluation of Social Interaction Competencies in LLM-Driven Agents | Jan 12, 2024 | Informativeness | —Unverified | 0 |
| Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers | Jan 9, 2024 | InformativenessOpen-Domain Question Answering | —Unverified | 0 |
| Let's Go Shopping (LGS) -- Web-Scale Image-Text Dataset for Visual Concept Understanding | Jan 9, 2024 | Image Captioningimage-classification | —Unverified | 0 |
| Learning about a changing state | Jan 7, 2024 | Gaussian ProcessesInformativeness | —Unverified | 0 |
| LLaMA Beyond English: An Empirical Study on Language Capability Transfer | Jan 2, 2024 | GPUInformativeness | —Unverified | 0 |
| Language Model as an Annotator: Unsupervised Context-aware Quality Phrase Generation | Dec 28, 2023 | InformativenessLanguage Modeling | —Unverified | 0 |
| Bayesian Analysis of Combinatorial Gaussian Process Bandits | Dec 20, 2023 | Bayesian InferenceInformativeness | —Unverified | 0 |
| I-CEE: Tailoring Explanations of Image Classification Models to User Expertise | Dec 19, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| The role of ion channels in the transmission of signals along axons | Dec 11, 2023 | Informativeness | —Unverified | 0 |
| Joint Explicit and Implicit Cross-Modal Interaction Network for Anterior Chamber Inflammation Diagnosis | Dec 11, 2023 | Clinical KnowledgeDiagnostic | —Unverified | 0 |
| Extracting Self-Consistent Causal Insights from Users Feedback with LLMs and In-context Learning | Dec 11, 2023 | In-Context LearningInformativeness | —Unverified | 0 |
| Transferable Candidate Proposal with Bounded Uncertainty | Dec 7, 2023 | Active LearningExperimental Design | CodeCode Available | 0 |
| 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 |
| Group-Aware Interest Disentangled Dual-Training for Personalized Recommendation | Nov 16, 2023 | InformativenessRecommendation Systems | CodeCode Available | 0 |
| PELMS: Pre-training for Effective Low-Shot Multi-Document Summarization | Nov 16, 2023 | Document SummarizationGeneral Knowledge | CodeCode Available | 0 |
| Learning Disentangled Speech Representations | Nov 4, 2023 | BenchmarkingDisentanglement | —Unverified | 0 |
| Diffusion Reconstruction of Ultrasound Images with Informative Uncertainty | Oct 31, 2023 | DenoisingImage Reconstruction | —Unverified | 0 |
| Interactive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human Supervision | Oct 31, 2023 | InformativenessKnowledge Distillation | —Unverified | 0 |
| Moral Sparks in Social Media Narratives | Oct 30, 2023 | EthicsInformativeness | —Unverified | 0 |
| Salespeople vs SalesBot: Exploring the Role of Educational Value in Conversational Recommender Systems | Oct 26, 2023 | InformativenessRecommendation Systems | CodeCode Available | 0 |
| Thoroughly Modeling Multi-domain Pre-trained Recommendation as Language | Oct 20, 2023 | InformativenessLanguage Modeling | —Unverified | 0 |
| Enhancing Abstractiveness of Summarization Models through Calibrated Distillation | Oct 20, 2023 | Abstractive Text SummarizationInformativeness | —Unverified | 0 |
| 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 |