| Truth Knows No Language: Evaluating Truthfulness Beyond English | Feb 13, 2025 | InformativenessMachine Translation | CodeCode Available | 0 |
| Laplace Sample Information: Data Informativeness Through a Bayesian Lens | May 21, 2025 | Informativeness | CodeCode Available | 0 |
| Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory | Sep 14, 2018 | Dialogue GenerationDiversity | CodeCode Available | 0 |
| TYPIC: A Corpus of Template-Based Diagnostic Comments on Argumentation | Jan 18, 2022 | DiagnosticInformativeness | CodeCode Available | 0 |
| CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems | Jun 9, 2025 | AttributeBenchmarking | CodeCode Available | 0 |
| UCEpic: Unifying Aspect Planning and Lexical Constraints for Generating Explanations in Recommendation | Sep 28, 2022 | DiversityExplainable Recommendation | CodeCode Available | 0 |
| A Variance Maximization Criterion for Active Learning | Jun 23, 2017 | Active LearningInformativeness | CodeCode Available | 0 |
| PELMS: Pre-training for Effective Low-Shot Multi-Document Summarization | Nov 16, 2023 | Document SummarizationGeneral Knowledge | CodeCode Available | 0 |
| APPLS: Evaluating Evaluation Metrics for Plain Language Summarization | May 23, 2023 | InformativenessLanguage Modelling | CodeCode Available | 0 |
| Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models | Feb 8, 2025 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| SQUINKY! A Corpus of Sentence-level Formality, Informativeness, and Implicature | Jun 7, 2015 | InformativenessSentence | CodeCode Available | 0 |
| The Trifecta: Three simple techniques for training deeper Forward-Forward networks | Nov 29, 2023 | Informativeness | CodeCode Available | 0 |
| cTBLS: Augmenting Large Language Models with Conversational Tables | Mar 21, 2023 | DecoderInformativeness | CodeCode Available | 0 |
| Learning to Abstract for Memory-augmented Conversational Response Generation | Jul 1, 2019 | Conversational Response GenerationDiversity | CodeCode Available | 0 |
| Learning to Ask Informative Questions: Enhancing LLMs with Preference Optimization and Expected Information Gain | Jun 25, 2024 | Informativeness | CodeCode Available | 0 |
| PInKS: Preconditioned Commonsense Inference with Minimal Supervision | Jun 16, 2022 | Informativeness | CodeCode Available | 0 |
| CrisisSense-LLM: Instruction Fine-Tuned Large Language Model for Multi-label Social Media Text Classification in Disaster Informatics | Jun 16, 2024 | ClassificationInformativeness | CodeCode Available | 0 |
| Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization | May 14, 2018 | Abstractive Dialogue SummarizationAbstractive Text Summarization | CodeCode Available | 0 |
| Pool-Based Sequential Active Learning for Regression | May 12, 2018 | Active LearningDiversity | CodeCode Available | 0 |
| Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation | Jul 14, 2023 | Active LearningInformativeness | CodeCode Available | 0 |
| Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery | Mar 2, 2023 | Causal DiscoveryInformativeness | CodeCode Available | 0 |
| Unsupervised Disentanglement with Tensor Product Representations on the Torus | Feb 13, 2022 | DisentanglementInformativeness | CodeCode Available | 0 |
| Power-Law Decay Loss for Large Language Model Finetuning: Focusing on Information Sparsity to Enhance Generation Quality | May 22, 2025 | Abstractive Text SummarizationInformativeness | CodeCode Available | 0 |
| Token-level Correlation-guided Compression for Efficient Multimodal Document Understanding | Jul 19, 2024 | document understandingInformativeness | CodeCode Available | 0 |
| Pragmatically Informative Text Generation | Apr 2, 2019 | Abstractive Text SummarizationConditional Text Generation | CodeCode Available | 0 |
| An Information Bottleneck Characterization of the Understanding-Workload Tradeoff | Oct 11, 2023 | Informativeness | CodeCode Available | 0 |
| What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood Context | Dec 18, 2024 | Continual LearningContrastive Learning | CodeCode Available | 0 |
| Uncertainty-Aware Annotation Protocol to Evaluate Deformable Registration Algorithms | Apr 2, 2021 | Image RegistrationInformativeness | CodeCode Available | 0 |
| Linguistically-Informed Specificity and Semantic Plausibility for Dialogue Generation | Jun 1, 2019 | Dialogue GenerationInformativeness | CodeCode Available | 0 |
| Lipschitz Generative Adversarial Nets | Feb 15, 2019 | Informativeness | CodeCode Available | 0 |
| Look back, look around: a systematic analysis of effective predictors for new outlinks in focused Web crawling | Nov 9, 2021 | Informativeness | CodeCode Available | 0 |
| Predictive Accuracy-Based Active Learning for Medical Image Segmentation | May 1, 2024 | Active LearningDiversity | CodeCode Available | 0 |
| Prioritizing Informative Features and Examples for Deep Learning from Noisy Data | Feb 27, 2024 | Active LearningInformativeness | CodeCode Available | 0 |
| Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks | May 9, 2025 | DisentanglementInformativeness | CodeCode Available | 0 |
| Probing for Labeled Dependency Trees | Mar 24, 2022 | Dependency ParsingInformativeness | CodeCode Available | 0 |