{"total":24,"rows":[{"id":"2305.11738","title":"CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing","created":"2023-05-19","cited_by_count":783,"area":"lr"},{"id":"2309.09117","title":"Contrastive Decoding Improves Reasoning in Large Language Models","created":"2023-09-17","cited_by_count":74,"area":"lr"},{"id":"2410.01707","title":"Interpretable Contrastive Monte Carlo Tree Search Reasoning","created":"2024-10-02","cited_by_count":64,"area":"lr"},{"id":"2412.15797","title":"Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning","created":"2024-12-20","cited_by_count":40,"area":"lr"},{"id":"2401.10471","title":"DeepEdit: Knowledge Editing as Decoding with Constraints","created":"2024-01-19","cited_by_count":33,"area":"lr"},{"id":"2301.00355","title":"Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits","created":"2023-01-01","cited_by_count":27,"area":"lr"},{"id":"2504.09923","title":"Guiding Reasoning in Small Language Models with LLM Assistance","created":"2025-04-14","cited_by_count":14,"area":"lr"},{"id":"2510.03595","title":"Decoupling Task-Solving and Output Formatting in LLM Generation","created":"2025-10-04","cited_by_count":9,"area":"lr"},{"id":"2504.18535","title":"TRACE Back from the Future: A Probabilistic Reasoning Approach to Controllable Language Generation","created":"2025-04-25","cited_by_count":8,"area":"lr"},{"id":"2505.24872","title":"ProxyThinker: Test-Time Guidance through Small Visual Reasoners","created":"2025-05-30","cited_by_count":8,"area":"lr"},{"id":"2506.01301","title":"Overcoming Multi-step Complexity in Multimodal Theory-of-Mind Reasoning: A Scalable Bayesian Planner","created":"2025-06-02","cited_by_count":5,"area":"lr"},{"id":"2510.09354","title":"Logit Arithmetic Elicits Long Reasoning Capabilities Without Training","created":"2025-10-10","cited_by_count":4,"area":"lr"},{"id":"2509.22510","title":"We Think, Therefore We Align LLMs to Helpful, Harmless and Honest Before They Go Wrong","created":"2025-09-26","cited_by_count":3,"area":"lr"},{"id":"2507.12759","title":"Logit Arithmetic Elicits Long Reasoning Capabilities Without Training","created":"2025-07-17","cited_by_count":2,"area":"lr"},{"id":"2602.05307","title":"MentorCollab: Large-to-Small Inference-Time Mentorship for Concise Reasoning in Language Models","created":"2026-02-05","cited_by_count":2,"area":"lr"},{"id":"2602.20528","title":"Stop-Think-AutoRegress: Language Modeling with Latent Diffusion Planning","created":"2026-02-24","cited_by_count":2,"area":"lr"},{"id":"2407.03600","title":"Chain-of-Thought Augmentation with Logit Contrast for Enhanced Reasoning in Language Models","created":"2024-07-04","cited_by_count":1,"area":"lr"},{"id":"2601.01714","title":"Entropy-Aligned Decoding of LMs for Better Writing and Reasoning","created":"2026-01-05","cited_by_count":1,"area":"lr"},{"id":"2601.22536","title":"Decoding in Geometry: Alleviating Embedding-Space Crowding for Complex Reasoning","created":"2026-01-30","cited_by_count":1,"area":"lr"},{"id":"2504.07116","title":"CLEAR: Contrasting Textual Feedback with Experts and Amateurs for Reasoning","created":"2025-03-24","cited_by_count":0,"area":"lr"},{"id":"2605.02348","title":"Decoding-Time Debiasing via Process Reward Models: From Controlled Fill-in to Open-Ended Generation","created":"2026-05-04","cited_by_count":0,"area":"lr"},{"id":"2605.20555","title":"Complementing reinforcement learning with SFT through logit averaging in the post training of LLMs","created":"2026-05-19","cited_by_count":0,"area":"lr"},{"id":"2610.00333","title":"LEGO-OPD: Factorized Teacher Composition for Multimodal On-Policy Distillation","created":"2026-09-29","cited_by_count":0,"area":"lr"},{"id":"2610.18862","title":"DoubtLess: Training-Free Contrastive Decoding for Efficient Reasoning","created":"2026-10-13","cited_by_count":0,"area":"lr"}],"next_cursor":null}