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| Large Language Models Understand and Can be Enhanced by Emotional Stimuli | Jul 14, 2023 | Emotional IntelligenceInformativeness | —Unverified | 0 |
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| Audio Summarization with Audio Features and Probability Distribution Divergence | Jan 20, 2020 | Extractive SummarizationInformativeness | —Unverified | 0 |
| EdinburghNLP at WNUT-2020 Task 2: Leveraging Transformers with Generalized Augmentation for Identifying Informativeness in COVID-19 Tweets | Sep 6, 2020 | InformativenessTask 2 | —Unverified | 0 |
| Adaptive Scheduling for Machine Learning Tasks over Networks | Jan 25, 2021 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| α-TCVAE: On the relationship between Disentanglement and Diversity | Nov 1, 2024 | AttributeDisentanglement | —Unverified | 0 |
| Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification | Jun 29, 2020 | Active LearningClassification | —Unverified | 0 |
| EditSum: A Retrieve-and-Edit Framework for Source Code Summarization | Aug 26, 2023 | Code SummarizationInformativeness | —Unverified | 0 |
| A study on using image based machine learning methods to develop the surrogate models of stamp forming simulations | Sep 30, 2020 | BIG-bench Machine LearningInformativeness | —Unverified | 0 |
| MID-L: Matrix-Interpolated Dropout Layer with Layer-wise Neuron Selection | May 16, 2025 | Informativeness | —Unverified | 0 |
| Cost-Quality Adaptive Active Learning for Chinese Clinical Named Entity Recognition | Aug 28, 2020 | Active LearningInformativeness | —Unverified | 0 |
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| Dynamic Bandwidth Allocation for Hybrid Event-RGB Transmission | Jun 25, 2025 | DeblurringInformativeness | —Unverified | 0 |
| Active Curriculum Learning | Aug 1, 2021 | Active LearningInformativeness | —Unverified | 0 |
| Cross-heterogeneity Graph Few-shot Learning | Aug 10, 2023 | Few-Shot LearningGraph Neural Network | —Unverified | 0 |
| Zero-Shot Cross-Lingual Summarization via Large Language Models | Feb 28, 2023 | Informativeness | —Unverified | 0 |
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| Assumption-free stability for ranking problems | Jun 2, 2025 | 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 |
| 0-1 laws for pattern occurrences in phylogenetic trees and networks | Feb 7, 2024 | 10-shot image generation | —Unverified | 0 |
| Curriculum-Guided Abstractive Summarization | Feb 2, 2023 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| Co-Regularized Deep Representations for Video Summarization | Jan 30, 2015 | InformativenessVideo Summarization | —Unverified | 0 |
| Copula-based deviation measure of cointegrated financial assets | Dec 4, 2023 | Informativeness | —Unverified | 0 |
| Assessing the Potential of Generative Agents in Crowdsourced Fact-Checking | Apr 24, 2025 | Decision MakingFact Checking | —Unverified | 0 |
| Decoding, Fast and Slow: A Case Study on Balancing Trade-Offs in Incremental, Character-level Pragmatic Reasoning | Aug 1, 2021 | Image CaptioningInformativeness | —Unverified | 0 |
| Dynamic Encoding and Decoding of Information for Split Learning in Mobile-Edge Computing: Leveraging Information Bottleneck Theory | Sep 6, 2023 | DecoderEdge-computing | —Unverified | 0 |
| Deep Active Learning by Model Interpretability | Jul 23, 2020 | Active LearningClustering | —Unverified | 0 |
| Deep Active Learning for Object Detection with Mixture Density Networks | Jan 1, 2021 | Active LearningInformativeness | —Unverified | 0 |
| Deep Active Learning for Text Classification with Diverse Interpretations | Aug 15, 2021 | Active LearningClassification | —Unverified | 0 |
| Adding Error Bars to Evals: A Statistical Approach to Language Model Evaluations | Nov 1, 2024 | InformativenessLanguage Modeling | —Unverified | 0 |
| Deep Active Learning with Budget Annotation | Jul 31, 2022 | Active LearningInformativeness | —Unverified | 0 |
| Efficient Deep Representation Learning by Adaptive Latent Space Sampling | Mar 19, 2020 | General Classificationimage-classification | —Unverified | 0 |
| Enhancing Abstractiveness of Summarization Models through Calibrated Distillation | Oct 20, 2023 | Abstractive Text SummarizationInformativeness | —Unverified | 0 |
| Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response | Nov 17, 2020 | Disaster ResponseGeneral Classification | —Unverified | 0 |
| Deep Learning Image Recognition for Non-images | Jun 28, 2021 | Deep LearningInformativeness | —Unverified | 0 |
| Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks | Feb 19, 2024 | InformativenessValue prediction | —Unverified | 0 |
| Depressive, Drug Abusive, or Informative: Knowledge-aware Study of News Exposure during COVID-19 Outbreak | Jul 30, 2020 | ArticlesInformativeness | —Unverified | 0 |
| Bag-Level Aggregation for Multiple Instance Active Learning in Instance Classification Problems | Oct 6, 2017 | Active LearningGeneral Classification | —Unverified | 0 |
| AdAEM: An Adaptively and Automated Extensible Measurement of LLMs' Value Difference | May 18, 2025 | Informativeness | —Unverified | 0 |
| Asking the Difficult Questions: Goal-Oriented Visual Question Generation via Intermediate Rewards | Nov 21, 2017 | Deep Reinforcement LearningInformativeness | —Unverified | 0 |
| Document Filtering for Long-tail Entities | Sep 14, 2016 | InformativenessKnowledge Base Construction | —Unverified | 0 |
| Differentiable Greedy Networks | Oct 30, 2018 | Claim VerificationCombinatorial Optimization | —Unverified | 0 |
| Differentially Private Sequential Learning | Feb 26, 2025 | Informativeness | —Unverified | 0 |
| Converging Dimensions: Information Extraction and Summarization through Multisource, Multimodal, and Multilingual Fusion | Jun 19, 2024 | Informativeness | —Unverified | 0 |
| Diffusion Approximations for a Class of Sequential Testing Problems | Feb 13, 2021 | Informativeness | —Unverified | 0 |
| Diffusion Reconstruction of Ultrasound Images with Informative Uncertainty | Oct 31, 2023 | DenoisingImage Reconstruction | —Unverified | 0 |
| Directed Homophily-Aware Graph Neural Network | May 28, 2025 | Graph Neural NetworkInformativeness | —Unverified | 0 |
| Bayesian model calibration for block copolymer self-assembly: Likelihood-free inference and expected information gain computation via measure transport | Jun 22, 2022 | Bayesian InferenceInformativeness | —Unverified | 0 |
| Are LLM-generated plain language summaries truly understandable? A large-scale crowdsourced evaluation | May 15, 2025 | InformativenessMultiple-choice | —Unverified | 0 |