Language Modeling

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention ICLR 2025 Zipf’s and Heaps’ Laws for Tokens and LLM-generated Texts EMNLP 2025 Abstraction-of-Thought Makes Language Models Better Reasoners EMNLP 2024 Academics Can Contribute to Domain-Specialized Language Models EMNLP 2024 Accelerated Speculative Sampling Based on Tree Monte Carlo ICML 2024 Accelerating Blockwise Parallel Language Models with Draft Refinement NeurIPS 2024 A Comparison of Fine-Tuning and In-Context Learning for Clause-Level Morphosyntactic Alternation NAACL 2024 Active Preference Learning for Large Language Models ICML 2024 Adaptive Text Watermark for Large Language Models ICML 2024 Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models ACL 2024 Advancing Generative AI for Portuguese with Open Decoder Gervásio PT* COLING 2024 A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia ACL 2024 A Language Modeling Approach to Diacritic-Free Hebrew TTS Interspeech 2024 A Language Model’s Guide Through Latent Space ICML 2024 ALF at SemEval-2024 Task 9: Exploring Lateral Thinking Capabilities of LMs through Multi-task Fine-tuning SemEval 2024 Algorithmic progress in language models NeurIPS 2024 Aligning Large and Small Language Models via Chain-of-Thought Reasoning EACL 2024 Alignment at Pre-training! Towards Native Alignment for Arabic LLMs NeurIPS 2024 AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference EMNLP 2024 Allen Institute for AI @ SIGTYP 2024 Shared Task on Word Embedding Evaluation for Ancient and Historical Languages EACL 2024 An Analysis of Multilingual FActScore EMNLP 2024 An Empirical Comparison of Vocabulary Expansion and Initialization Approaches For Language Models CoNLL 2024 An Empirical Study of Multilingual Vocabulary for Neural Machine Translation Models EMNLP 2024 An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Language Model Inference EMNLP 2024 An Independence-promoting Loss for Music Generation with Language Models ICML 2024