{"total":14,"rows":[{"id":"2410.07471","title":"SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection","created":"2024-10-09","cited_by_count":64,"area":null},{"id":"2503.19612","title":"RL-finetuning LLMs from on- and off-policy data with a single algorithm","created":"2025-03-25","cited_by_count":11,"area":null},{"id":"2410.20749","title":"Matryoshka Pilot: Learning to Drive Black-Box LLMs with LLMs","created":"2024-10-28","cited_by_count":9,"area":null},{"id":"2502.19320","title":"Shh, don't say that! Domain Certification in LLMs","created":"2025-02-26","cited_by_count":7,"area":null},{"id":"2604.07941","title":"Large Language Model Post-Training: A Unified View of Off-Policy and On-Policy Learning","created":"2026-04-09","cited_by_count":6,"area":null},{"id":"2505.21537","title":"OpenReview Should be Protected and Leveraged as a Community Asset for Research in the Era of Large Language Models","created":"2025-05-24","cited_by_count":5,"area":null},{"id":"2502.10505","title":"Preference learning made easy: Everything should be understood through win rate","created":"2025-02-14","cited_by_count":3,"area":null},{"id":"2505.11081","title":"ShiQ: Bringing back Bellman to LLMs","created":"2025-05-16","cited_by_count":3,"area":null},{"id":"2502.12565","title":"Self Iterative Label Refinement via Robust Unlabeled Learning","created":"2025-02-18","cited_by_count":2,"area":null},{"id":"2506.08616","title":"Generalizing while preserving monotonicity in comparison-based preference learning models","created":"2025-06-10","cited_by_count":1,"area":null},{"id":"2605.26442","title":"Alignment Tuning for Large Language Models: A Data-Centric Lens on Alignment Data Pipelines","created":"2026-04-07","cited_by_count":1,"area":null},{"id":"2504.12898","title":"Information Gain-Guided Causal Intervention for Autonomous Debiasing Large Language Models","created":"2025-04-17","cited_by_count":0,"area":null},{"id":"2601.23222","title":"Region-Normalized DPO for Medical Image Segmentation under Noisy Judges","created":"2026-01-30","cited_by_count":0,"area":null},{"id":"2610.17956","title":"Learning Distributions from Samples and Qualities","created":"2026-10-13","cited_by_count":0,"area":null}],"next_cursor":null}