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Informativeness

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Showing 301–350 of 735 papers

TitleStatusHype
Robust Saliency-Aware Distillation for Few-shot Fine-grained Visual Recognition—0
StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure—0
A Comprehensive Study on Dataset Distillation: Performance, Privacy, Robustness and Fairness—0
Multimodal Procedural Planning via Dual Text-Image PromptingCode1
Visual Referential Games Further the Emergence of Disentangled Representations—0
Towards Explainable Collaborative Filtering with Taste Clusters LearningCode0
Prompting GPT-3.5 for Text-to-SQL with De-semanticization and Skeleton Retrieval—0
Informative Data Selection with Uncertainty for Multi-modal Object Detection—0
ReCEval: Evaluating Reasoning Chains via Correctness and InformativenessCode1
EvalRS 2023. Well-Rounded Recommender Systems For Real-World DeploymentsCode1
Does Informativeness Matter? Active Learning for Educational Dialogue Act Classification—0
Hierarchical Catalogue Generation for Literature Review: A BenchmarkCode0
Large Language Models are Diverse Role-Players for Summarization Evaluation—0
Uncertainty Aware Active Learning for Reconfiguration of Pre-trained Deep Object-Detection Networks for New Target Domains—0
cTBLS: Augmenting Large Language Models with Conversational TablesCode0
Embodied Active Learning of Relational State Abstractions for Bilevel Planning—0
Uncertainty Estimation by Fisher Information-based Evidential Deep LearningCode1
Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal DiscoveryCode0
REASONER: An Explainable Recommendation Dataset with Multi-aspect Real User Labeled Ground Truths Towards more Measurable Explainable Recommendation—0
Zero-Shot Cross-Lingual Summarization via Large Language Models—0
Finding Support Examples for In-Context Learning—0
Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback—0
Topic-switch adapted Japanese Dialogue System based on PLATO-2—0
Gaussian Switch Sampling: A Second Order Approach to Active LearningCode0
Long Text and Multi-Table Summarization: Dataset and MethodCode1
Curriculum-Guided Abstractive Summarization—0
Uncertainty in Fairness Assessment: Maintaining Stable Conclusions Despite Fluctuations—0
Exploring Active 3D Object Detection from a Generalization PerspectiveCode1
Exploring the Synergy Between Vision-Language Pretraining and ChatGPT for Artwork Captioning: A Preliminary StudyCode0
Forgetful Active Learning with Switch Events: Efficient Sampling for Out-of-Distribution Data—0
The Berkelmans-Pries Feature Importance Method: A Generic Measure of Informativeness of FeaturesCode0
Hybrid Active Learning via Deep Clustering for Video Action Detection—0
Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 SurprisalCode0
Norm of Word Embedding Encodes Information Gain—0
Mind the Knowledge Gap: A Survey of Knowledge-enhanced Dialogue Systems—0
Do Not Trust a Model Because It is Confident: Uncovering and Characterizing Unknown Unknowns to Student Success Predictors in Online-Based LearningCode0
ROSCOE: A Suite of Metrics for Scoring Step-by-Step ReasoningCode0
MUS-CDB: Mixed Uncertainty Sampling with Class Distribution Balancing for Active Annotation in Aerial Object DetectionCode1
Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image SegmentationCode1
Task-Oriented Communication for Edge Video AnalyticsCode1
Environmental Sensor Placement with Convolutional Gaussian Neural ProcessesCode0
Consecutive Question Generation via Dynamic Multitask Learning—0
Improving Factual Consistency in Summarization with Compression-Based Post-EditingCode0
Active Acquisition for Multimodal Temporal Data: A Challenging Decision-Making Task—0
Large Language Models Are Human-Level Prompt EngineersCode3
Data Level Lottery Ticket Hypothesis for Vision TransformersCode0
On the Informativeness of Supervision Signals—0
Large deviations rates for stochastic gradient descent with strongly convex functions—0
Dataset Factorization for CondensationCode1
Dataset Distillation via FactorizationCode1
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