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TitleStatusHype
ActiveAnno3D -- An Active Learning Framework for Multi-Modal 3D Object DetectionCode4
Large Language Models Are Human-Level Prompt EngineersCode3
WhisperNER: Unified Open Named Entity and Speech RecognitionCode3
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World KnowledgeCode2
Active Generalized Category DiscoveryCode2
β-DPO: Direct Preference Optimization with Dynamic βCode2
Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam GenerationCode2
Self-supervised Dataset Distillation: A Good Compression Is All You NeedCode2
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck ApproachCode1
Graph Prototypical Networks for Few-shot Learning on Attributed NetworksCode1
infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-informationCode1
ICYM2I: The illusion of multimodal informativeness under missingnessCode1
InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue SystemsCode1
A comprehensive survey on deep active learning in medical image analysisCode1
Learning to Navigate for Fine-grained ClassificationCode1
Estimating informativeness of samples with Smooth Unique InformationCode1
Dataset Distillation via FactorizationCode1
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational AgentsCode1
EvalRS 2023. Well-Rounded Recommender Systems For Real-World DeploymentsCode1
DeepEdit: Knowledge Editing as Decoding with ConstraintsCode1
Distribution-Aware Data Expansion with Diffusion ModelsCode1
DTELS: Towards Dynamic Granularity of Timeline SummarizationCode1
Few-Shot Learning for Opinion SummarizationCode1
Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog GenerationCode1
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with AttributionCode1
Active Learning for Deep Object Detection via Probabilistic ModelingCode1
Computation-Efficient Knowledge Distillation via Uncertainty-Aware MixupCode1
Capturing Global Informativeness in Open Domain Keyphrase ExtractionCode1
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge GeneratorsCode1
LADA: Look-Ahead Data Acquisition via Augmentation for Deep Active LearningCode1
Conformal Alignment: Knowing When to Trust Foundation Models with GuaranteesCode1
BARTScore: Evaluating Generated Text as Text GenerationCode1
A Controllable Model of Grounded Response GenerationCode1
A Theory of Usable Information Under Computational ConstraintsCode1
Enhanced spatio-temporal electric load forecasts using less data with active deep learningCode1
Best Practices for Multi-Fidelity Bayesian Optimization in Materials and Molecular ResearchCode1
Analysis of Social Media Data using Multimodal Deep Learning for Disaster ResponseCode1
Bridging and Modeling Correlations in Pairwise Data for Direct Preference OptimizationCode1
Controllable Abstractive Sentence Summarization with Guiding EntitiesCode1
Coverage-based Example Selection for In-Context LearningCode1
Dataset Factorization for CondensationCode1
Adaptive Sparse ViT: Towards Learnable Adaptive Token Pruning by Fully Exploiting Self-AttentionCode1
BEAMetrics: A Benchmark for Language Generation Evaluation EvaluationCode1
Distributional Sliced-Wasserstein and Applications to Generative ModelingCode1
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive TasksCode1
Divide and Adapt: Active Domain Adaptation via Customized LearningCode1
Exploit Camera Raw Data for Video Super-Resolution via Hidden Markov Model InferenceCode1
Exploring Active 3D Object Detection from a Generalization PerspectiveCode1
Causality-Inspired Fair Representation Learning for Multimodal RecommendationCode1
Context-aware Attentional Pooling (CAP) for Fine-grained Visual ClassificationCode1
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