language generation

ConlangCrafter: Constructing Languages with a Multi-Hop LLM Pipeline ACL 2026 Differentially Private Language Generation and Identification in the Limit (Extended Abstract) COLT 2026 Language Generation with Infinite Contamination COLT 2026 Making Large Language Models Speak Tulu: Structured Prompting for an Extremely Low-Resource Language EACL 2026 On Characterizations for Language Generation: Interplay of Hallucinations, Breadth, and Stability ALT 2026 Pareto-optimal Non-uniform Language Generation ALT 2026 Through the Magnifying Glass: Adaptive Perception Magnification for Hallucination-Free VLM Decoding ACL 2026 Adaptive LoRA Merge with Parameter Pruning for Low-Resource Generation ACL 2025 Can Language Neuron Intervention Reduce Non-Target Language Output? EMNLP 2025 Copyright-Protected Language Generation via Adaptive Model Fusion ICLR 2025 Cross-Modal Augmentation for Low-Resource Language Understanding and Generation ACL 2025 Exploring Facets of Language Generation in the Limit COLT 2025 Facilitating Cross-lingual Transfer of Empathy through Language-independent Latent Diffusion: A Case Study in Chinese EMNLP 2025 FilBench: Can LLMs Understand and Generate Filipino? EMNLP 2025 HumT DumT: Measuring and controlling human-like language in LLMs ACL 2025 JoPA: Explaining Large Language Model’s Generation via Joint Prompt Attribution ACL 2025 My LLM might Mimic AAE - But When Should It? NAACL 2025 Natural Language Processing for Human Resources: A Survey NAACL 2025 NusaDialogue: Dialogue Summarization and Generation for Underrepresented and Extremely Low-Resource Languages COLING 2025 Speculative Diffusion Decoding: Accelerating Language Generation through Diffusion NAACL 2025 Theoretical Analysis of Hierarchical Language Recognition and Generation by Transformers without Positional Encoding ACL 2025 Annotating FrameNet via Structure-Conditioned Language Generation ACL 2024 Bahasa Harmony: A Comprehensive Dataset for Bahasa Text-to-Speech Synthesis with Discrete Codec Modeling of EnGen-TTS. EMNLP 2024 CoGen: Learning from Feedback with Coupled Comprehension and Generation EMNLP 2024 Detecting Mode Collapse in Language Models via Narration EACL 2024