autoregressive language model

CaTok: Taming Mean Flows for One-Dimensional Causal Image Tokenization CVPR 2026 dLLM: Simple Diffusion Language Modeling ACL 2026 HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models AAAI 2026 LEDOM: Reverse Language Model ACL 2026 Memorization, Emergence, and Explaining Reversal Failures: A Controlled Study of Relational Semantics in LLMs ACL 2026 Optimizing Packing and Shuffling Strategies for Enhanced Performance in Generative Language Models ACL 2026 Step Back to Leap Forward: Self-Backtracking for Symbolic Reasoning and Planning in Language Models AAAI 2026 Combining Constrained and Unconstrained Decoding via Boosting: BoostCD and Its Application to Information Extraction EMNLP 2025 Detecting Referring Expressions in Visually Grounded Dialogue with Autoregressive Language Models ACL 2025 Drop Dropout on Single Epoch Language Model Pretraining ACL 2025 Dual Process Learning: Controlling Use of In-Context vs. In-Weights Strategies with Weight Forgetting ICLR 2025 Identifying Noise in Human-Created Datasets using Training Dynamics from Generative Models EMNLP 2025 Incremental Sentence Processing Mechanisms in Autoregressive Transformer Language Models NAACL 2025 Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing ICLR 2025 Mapping 1,000+ Language Models via the Log-Likelihood Vector ACL 2025 Pangram at GenAI Detection Task 3: An Active Learning Approach to Machine-Generated Text Detection COLING 2025 Repetition Improves Language Model Embeddings ICLR 2025 SongEditor: Adapting Zero-Shot Song Generation Language Model as a Multi-Task Editor AAAI 2025 Test-Time Steering for Lossless Text Compression via Weighted Product of Experts EMNLP 2025 Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs ACL 2025 Accelerating Blockwise Parallel Language Models with Draft Refinement NeurIPS 2024 Clarifying Completions: Evaluating How LLMs Respond to Incomplete Questions COLING 2024 Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language Models EMNLP 2024 Diffusion Guided Language Modeling ACL 2024 Dodo: Dynamic Contextual Compression for Decoder-only LMs ACL 2024