semantic diversity

Contextual Diversity Measure (CDM) for Controllable Story Generation in Large Language Models ACL 2026 MaskAnyNet: Rethinking Masked Image Regions as Valuable Information in Supervised Learning AAAI 2026 Cap2Aug: Caption Guided Image Data Augmentation WACV 2025 DH-Set: Improving Vision-Language Alignment with Diverse and Hybrid Set-Embeddings Learning CVPR 2025 DiveR-CT: Diversity-enhanced Red Teaming Large Language Model Assistants with Relaxing Constraints AAAI 2025 Diverse, not Short: A Length-Controlled Data Selection Strategy for Improving Response Diversity of Language Models EMNLP 2025 Generating Diverse Hypotheses for Inductive Reasoning NAACL 2025 Language Guided Skill Discovery ICLR 2025 Maximal Matching Matters: Preventing Representation Collapse for Robust Cross-Modal Retrieval ACL 2025 Recursive Training Loops in LLMs: How training data properties modulate distribution shift in generated data? EMNLP 2025 Unsupervised Translation of Emergent Communication AAAI 2025 From Posterior Sampling to Meaningful Diversity in Image Restoration ICLR 2024 Measuring Uncertainty in Neural Machine Translation with Similarity-Sensitive Entropy EACL 2024 ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws EMNLP 2024 Contrastive Disentangled Learning for Memory-Augmented Transformer Interspeech 2023 Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues EMNLP 2022 Measuring and Improving Semantic Diversity of Dialogue Generation EMNLP 2022 Semantic Diversity in Dialogue with Natural Language Inference NAACL 2022 Towards Summarizing Healthcare Questions in Low-Resource Setting COLING 2022 Grouping Words with Semantic Diversity NAACL 2021 COD3S: Diverse Generation with Discrete Semantic Signatures EMNLP 2020 Semantic Diversity for Natural Language Understanding Evaluation in Dialog Systems COLING 2020 A Corpus for Reasoning about Natural Language Grounded in Photographs ACL 2019 Similarity-Based Reconstruction Loss for Meaning Representation EMNLP 2018 Simple Unsupervised Keyphrase Extraction using Sentence Embeddings CoNLL 2018