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TitleStatusHype
Uncertainty Estimation by Fisher Information-based Evidential Deep LearningCode1
Unsupervised Reference-Free Summary Quality Evaluation via Contrastive LearningCode1
Active Learning for Deep Object Detection via Probabilistic ModelingCode1
Coverage-based Example Selection for In-Context LearningCode1
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational AgentsCode1
Spectral ProbingCode1
Prompting Language-Informed Distribution for Compositional Zero-Shot LearningCode1
ProGen: Progressive Zero-shot Dataset Generation via In-context FeedbackCode1
A comprehensive survey on deep active learning in medical image analysisCode1
MVCNet: Multi-View Contrastive Network for Motor Imagery ClassificationCode1
BEAMetrics: A Benchmark for Language Generation Evaluation EvaluationCode1
Context-aware Attentional Pooling (CAP) for Fine-grained Visual ClassificationCode1
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge GeneratorsCode1
Computation-Efficient Knowledge Distillation via Uncertainty-Aware MixupCode1
Controllable Abstractive Sentence Summarization with Guiding EntitiesCode1
Conformal Alignment: Knowing When to Trust Foundation Models with GuaranteesCode1
A Controllable Model of Grounded Response GenerationCode1
Best Practices for Multi-Fidelity Bayesian Optimization in Materials and Molecular ResearchCode1
Dataset Distillation via FactorizationCode1
Dataset Factorization for CondensationCode1
Enhanced spatio-temporal electric load forecasts using less data with active deep learningCode1
Distribution-Aware Data Expansion with Diffusion ModelsCode1
DTELS: Towards Dynamic Granularity of Timeline SummarizationCode1
Estimating informativeness of samples with Smooth Unique InformationCode1
Distributional Sliced-Wasserstein and Applications to Generative ModelingCode1
Exploit Camera Raw Data for Video Super-Resolution via Hidden Markov Model InferenceCode1
Few-Shot Learning for Opinion SummarizationCode1
Causality-Inspired Fair Representation Learning for Multimodal RecommendationCode1
infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-informationCode1
InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue SystemsCode1
ICYM2I: The illusion of multimodal informativeness under missingnessCode1
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and MitigationCode1
Learning to Navigate for Fine-grained ClassificationCode1
DecipherPref: Analyzing Influential Factors in Human Preference Judgments via GPT-4—0
Active Learning for Speech Recognition: the Power of Gradients—0
Analysis of Crowdsourced Sampling Strategies for HodgeRank with Sparse Random Graphs—0
Abstractive Summarization of Low resourced Nepali language using Multilingual Transformers—0
Characterizing Graph Datasets for Node Classification: Homophily-Heterophily Dichotomy and Beyond—0
A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming—0
A Method for Handling Multi-class Imbalanced Data by Geometry based Information Sampling and Class Prioritized Synthetic Data Generation (GICaPS)—0
Active Learning for Object Detection with Non-Redundant Informative Sampling—0
Active Learning for Noisy Data Streams Using Weak and Strong Labelers—0
A matter of words: NLP for quality evaluation of Wikipedia medical articles—0
A Comprehensive Study on Dataset Distillation: Performance, Privacy, Robustness and Fairness—0
Chain of Explanation: New Prompting Method to Generate Higher Quality Natural Language Explanation for Implicit Hate Speech—0
ChartQA-X: Generating Explanations for Charts—0
A Manually Annotated Chinese Corpus for Non-task-oriented Dialogue Systems—0
Algebraic Properties of Blackwell's Order and A Cardinal Measure of Informativeness—0
ALEVS: Active Learning by Statistical Leverage Sampling—0
A Lagrangian Duality Approach to Active Learning—0
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