glorgao / SelectiveDPOLinks
Principled Data Selection for Alignment: The Hidden Risks of Difficult Examples
☆44Updated 4 months ago
Alternatives and similar repositories for SelectiveDPO
Users that are interested in SelectiveDPO are comparing it to the libraries listed below
Sorting:
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆93Updated last year
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆37Updated 4 months ago
- Code for the ICML 2024 paper "Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment"☆78Updated 5 months ago
- [ACL 2024] Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models☆59Updated last year
- Code for "Towards Revealing the Mystery behind Chain of Thought: a Theoretical Perspective"☆20Updated 2 years ago
- [ICML 2025] "From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?"☆47Updated 2 months ago
- [NeurIPS 2024] Official code of $\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$☆49Updated last year
- ☆51Updated last year
- Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective☆34Updated 10 months ago
- Official code for "Decoding-Time Language Model Alignment with Multiple Objectives".☆29Updated last year
- A Sober Look at Language Model Reasoning☆89Updated 2 weeks ago
- This is the official implementation of ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting☆22Updated last year
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆127Updated last month
- [COLM 2025] SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆46Updated 8 months ago
- Accepted LLM Papers in NeurIPS 2024☆37Updated last year
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Updated 2 years ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆88Updated 11 months ago
- [ACL'25 Main] SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence! | 让你的LLM更好地利用上下文文档:一个基于注意力的简单方案☆24Updated 9 months ago
- ☆10Updated last year
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆63Updated last year
- code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"☆137Updated last year
- [ACL 25] SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities☆26Updated 8 months ago
- ☆14Updated last year
- ☆57Updated 4 months ago
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆31Updated 2 months ago
- [AAAI 2024] MELO: Enhancing Model Editing with Neuron-indexed Dynamic LoRA☆26Updated last year
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆97Updated last year
- awesome SAE papers☆63Updated 6 months ago
- ☆290Updated 5 months ago
- ☆22Updated last year