| A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization | May 9, 2018 | Abstractive Text SummarizationDiversity | —Unverified | 0 | 0 |
| Are LLM-generated plain language summaries truly understandable? A large-scale crowdsourced evaluation | May 15, 2025 | InformativenessMultiple-choice | —Unverified | 0 | 0 |
| Asking the Difficult Questions: Goal-Oriented Visual Question Generation via Intermediate Rewards | Nov 21, 2017 | Deep Reinforcement LearningInformativeness | —Unverified | 0 | 0 |
| Assessing the Potential of Generative Agents in Crowdsourced Fact-Checking | Apr 24, 2025 | Decision MakingFact Checking | —Unverified | 0 | 0 |
| Assumption-free stability for ranking problems | Jun 2, 2025 | Informativeness | —Unverified | 0 | 0 |
| A Statistical Viewpoint on Differential Privacy: Hypothesis Testing, Representation and Blackwell's Theorem | Sep 14, 2024 | InformativenessPrivacy Preserving | —Unverified | 0 | 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 | 0 |
| α-TCVAE: On the relationship between Disentanglement and Diversity | Nov 1, 2024 | AttributeDisentanglement | —Unverified | 0 | 0 |
| Audio Summarization with Audio Features and Probability Distribution Divergence | Jan 20, 2020 | Extractive SummarizationInformativeness | —Unverified | 0 | 0 |
| How Ambiguous are the Rationales for Natural Language Reasoning? A Simple Approach to Handling Rationale Uncertainty | Feb 22, 2024 | Informativeness | —Unverified | 0 | 0 |
| Automated Tactical Decision Planning Model with Strategic Values Guidance for Local Action-Value-Ambiguity | Nov 30, 2018 | Informativeness | —Unverified | 0 | 0 |
| Automating Human Evaluation of Dialogue Systems | Jul 1, 2022 | Informativeness | —Unverified | 0 | 0 |
| Avoid Wasted Annotation Costs in Open-set Active Learning with Pre-trained Vision-Language Model | Aug 9, 2024 | Active LearningInformativeness | —Unverified | 0 | 0 |
| AWESOME: GPU Memory-constrained Long Document Summarization using Memory Mechanism and Global Salient Content | May 24, 2023 | Document Summarizationdocument understanding | —Unverified | 0 | 0 |
| Bag-Level Aggregation for Multiple Instance Active Learning in Instance Classification Problems | Oct 6, 2017 | Active LearningGeneral Classification | —Unverified | 0 | 0 |
| Balancing Complexity and Informativeness in LLM-Based Clustering: Finding the Goldilocks Zone | Apr 6, 2025 | ClusteringInformativeness | —Unverified | 0 | 0 |
| Balancing Novelty and Salience: Adaptive Learning to Rank Entities for Timeline Summarization of High-impact Events | Jan 14, 2017 | InformativenessLearning-To-Rank | —Unverified | 0 | 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 | 0 |
| Best Practices for Crowd-based Evaluation of German Summarization: Comparing Crowd, Expert and Automatic Evaluation | Nov 1, 2020 | Informativeness | —Unverified | 0 | 0 |
| Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization | Sep 2, 2024 | InformativenessTransfer Learning | —Unverified | 0 | 0 |
| Binary Classification Tests, Imperfect Standards, and Ambiguous Information | Dec 21, 2020 | Binary ClassificationClassification | —Unverified | 0 | 0 |
| Bounds on the Generalization Error in Active Learning | Sep 10, 2024 | Active LearningInformativeness | —Unverified | 0 | 0 |
| BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment | Nov 16, 2024 | Informativeness | —Unverified | 0 | 0 |
| Bridging the Gap between Expert and Language Models: Concept-guided Chess Commentary Generation and Evaluation | Oct 28, 2024 | Decision MakingInformativeness | —Unverified | 0 | 0 |
| Bridging the Gap between Recognition-level Pre-training and Commonsensical Vision-language Tasks | May 1, 2022 | DiversityInformativeness | —Unverified | 0 | 0 |