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Informativeness

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TitleStatusHype
ALEVS: Active Learning by Statistical Leverage Sampling—0
Best Practices for Crowd-based Evaluation of German Summarization: Comparing Crowd, Expert and Automatic Evaluation—0
A Lagrangian Duality Approach to Active Learning—0
Active Learning for Continual Learning: Keeping the Past Alive in the Present—0
A comparison of evaluation methods in coevolution—0
Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization—0
Decoding, Fast and Slow: A Case Study on Balancing Trade-Offs in Incremental, Character-level Pragmatic Reasoning—0
AI-Powered Bayesian Inference—0
Active Learning by Querying Informative and Representative Examples—0
Algebraic Properties of Blackwell's Order and A Cardinal Measure of Informativeness—0
Bounds on the Generalization Error in Active Learning—0
BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment—0
Bayesian model calibration for block copolymer self-assembly: Likelihood-free inference and expected information gain computation via measure transport—0
Active Learning for Noisy Data Streams Using Weak and Strong Labelers—0
Bridging the Gap between Expert and Language Models: Concept-guided Chess Commentary Generation and Evaluation—0
Bridging the Gap between Recognition-level Pre-training and Commonsensical Vision-language Tasks—0
Bayesian Active Learning for Sim-to-Real Robotic Perception—0
Budget-aware Few-shot Learning via Graph Convolutional Network—0
AI for human assessment: What do professional assessors need?—0
Chain of Explanation: New Prompting Method to Generate Higher Quality Natural Language Explanation for Implicit Hate Speech—0
Characterizing Graph Datasets for Node Classification: Homophily-Heterophily Dichotomy and Beyond—0
ChartQA-X: Generating Explanations for Charts—0
Neural Review Rating Prediction with Hierarchical Attentions and Latent Factors—0
A Human-AI Loop Approach for Joint Keyword Discovery and Expectation Estimation in Micropost Event Detection—0
Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback—0
DecipherPref: Analyzing Influential Factors in Human Preference Judgments via GPT-4—0
ACM -- Attribute Conditioning for Abstractive Multi Document Summarization—0
Balancing Novelty and Salience: Adaptive Learning to Rank Entities for Timeline Summarization of High-impact Events—0
Balancing Complexity and Informativeness in LLM-Based Clustering: Finding the Goldilocks Zone—0
A Simple Theoretical Model of Importance for Summarization—0
A Benchmark for Text Expansion: Datasets, Metrics, and Baselines—0
Curriculum-Guided Abstractive Summarization—0
When Contrastive Learning Meets Active Learning: A Novel Graph Active Learning Paradigm with Self-Supervision—0
Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks—0
Bag-Level Aggregation for Multiple Instance Active Learning in Instance Classification Problems—0
AWESOME: GPU Memory-constrained Long Document Summarization using Memory Mechanism and Global Salient Content—0
Weakly Supervised Instance Learning for Thyroid Malignancy Prediction from Whole Slide Cytopathology Images—0
Avoid Wasted Annotation Costs in Open-set Active Learning with Pre-trained Vision-Language Model—0
Fast Rates in Pool-Based Batch Active Learning—0
Cross-heterogeneity Graph Few-shot Learning—0
Adding Error Bars to Evals: A Statistical Approach to Language Model Evaluations—0
Automating Human Evaluation of Dialogue Systems—0
AdaSample: Adaptive Sampling of Hard Positives for Descriptor Learning—0
Automated Tactical Decision Planning Model with Strategic Values Guidance for Local Action-Value-Ambiguity—0
Zero-Shot Cross-Lingual Summarization via Large Language Models—0
How Ambiguous are the Rationales for Natural Language Reasoning? A Simple Approach to Handling Rationale Uncertainty—0
Audio Summarization with Audio Features and Probability Distribution Divergence—0
α-TCVAE: On the relationship between Disentanglement and Diversity—0
Adaptive Scheduling for Machine Learning Tasks over Networks—0
Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification—0
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