lexical diversity

More Aligned, Less Diverse? Analyzing the Grammar and Lexicon of Two Generations of LLMs ACL 2026 PUCP-Metrix: An Open-source and Comprehensive Toolkit for Linguistic Analysis of Spanish Texts EACL 2026 Rethinking Creativity Evaluation: A Critical Analysis of Existing Creativity Evaluations EACL 2026 Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs EMNLP 2025 Diverse, not Short: A Length-Controlled Data Selection Strategy for Improving Response Diversity of Language Models EMNLP 2025 From Heart to Words: Generating Empathetic Responses via Integrated Figurative Language and Semantic Context Signals ACL 2025 Lexical Diversity-aware Relevance Assessment for Retrieval-Augmented Generation ACL 2025 Measuring Lexical Diversity of Synthetic Data Generated through Fine-Grained Persona Prompting EMNLP 2025 Multi-perspective Alignment for Increasing Naturalness in Neural Machine Translation ACL 2025 Recursive Training Loops in LLMs: How training data properties modulate distribution shift in generated data? EMNLP 2025 SELEXINI – a large and diverse automatically parsed corpus of French COLING 2025 Standardizing the Measurement of Text Diversity: A Tool and Comparative Analysis IJCNLP 2025 Testing English News Articles for Lexical Homogenization Due to Widespread Use of Large Language Models ACL 2025 TRIDENT: Enhancing Large Language Model Safety with Tri-Dimensional Diversified Red-Teaming Data Synthesis ACL 2025 Does Writing with Language Models Reduce Content Diversity? ICLR 2024 Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation ACL 2024 Estimation of Happiness Changes through Longitudinal Analysis of Employees’ Texts ACL 2024 Linguistic markers of schizophrenia: a case study of Robert Walser EACL 2024 LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives EMNLP 2024 Paraphrase Types Elicit Prompt Engineering Capabilities EMNLP 2024 Linguistic Compression in Single-Sentence Human-Written Summaries EMNLP 2023 A Natural Diet: Towards Improving Naturalness of Machine Translation Output ACL 2022 Educational Multi-Question Generation for Reading Comprehension NAACL 2022 Exploring diversity in back translation for low-resource machine translation NAACL 2022 Frequency-Aware Contrastive Learning for Neural Machine Translation AAAI 2022