[EMNLP'24 (Main)] DRPO(Dynamic Rewarding with Prompt Optimization) is a tuning-free approach for self-alignment. DRPO leverages a search-based optimization framework that allows LLMs to iteratively self-improve and design the best alignment instructions without the need for additional training.
☆25Nov 17, 2024Updated last year
Alternatives and similar repositories for dynamic-alignment-optimization
Users that are interested in dynamic-alignment-optimization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Marathon: A Multiple-choice Long Context Evaluation Benchmark for Large Language Models.☆10May 16, 2024Updated last year
- [ICLR 2026] Adaptive Social Learning via Mode Policy Optimization for Language Agents☆50Feb 2, 2026Updated 2 months ago
- Source codes for "Preference-grounded Token-level Guidance for Language Model Fine-tuning" (NeurIPS 2023).☆17Jan 8, 2025Updated last year
- [ICLR 2025] Language Imbalance Driven Rewarding for Multilingual Self-improving☆25Apr 6, 2026Updated 3 weeks ago
- [COLING 2024 (Oral)] PromISe:Releasing the Capabilities of LLMs with Prompt Introspective Search☆23Aug 26, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code of Robust Lottery Tickets for Pre-trained Language Models (ACL2022)☆20Jul 18, 2022Updated 3 years ago
- Code for "Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning" (EMNLP 2022) and "Empowering Parameter-Efficient Transfer Learning…☆11Feb 6, 2023Updated 3 years ago
- Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models☆41Sep 30, 2024Updated last year
- [ACL 2026] Repository of IPBench☆21Apr 6, 2026Updated 3 weeks ago
- ☆14Sep 28, 2020Updated 5 years ago
- ☆16Oct 18, 2024Updated last year
- LongAttn ：Selecting Long-context Training Data via Token-level Attention☆15Jul 16, 2025Updated 9 months ago
- ☆14Apr 14, 2025Updated last year
- Code repository for the paper on "Predicting the Performance of Black-Box LLMs through Self-Queries".☆12Jan 9, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Source Code for KDD'19 paper "SurfCon: Synonym Discovery on Privacy-Aware Clinical Data"☆10Apr 10, 2020Updated 6 years ago
- ☆13Jan 22, 2025Updated last year
- ☆10Jan 11, 2023Updated 3 years ago
- Toy implementation of Strawberry☆33Sep 24, 2024Updated last year
- (ICLR 2025 Spotlight) DEEM: Official implementation of Diffusion models serve as the eyes of large language models for image perception.☆51Jul 1, 2025Updated 9 months ago
- My personal site, using Wowchemy☆13Updated this week
- Align, a general text alignment function☆15Dec 7, 2023Updated 2 years ago
- [TVCG & VR'25] LAPIG: Language Guided Projector Image Generation with Surface Adaptation and Stylization☆11Apr 16, 2026Updated 2 weeks ago
- Official code repository for Findings of EMNLP 2022 paper: PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Popula…☆11Oct 18, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [NeurIPS25] RULE: Reinforcement UnLEarning Achieves Forge-retain Pareto Optimality☆21Oct 22, 2025Updated 6 months ago
- [ACL 2024 (Oral)] A Prospector of Long-Dependency Data for Large Language Models☆60Jul 23, 2024Updated last year
- IndexCache: Accelerating Sparse Attention via Cross-Layer Index Reuse☆91Mar 14, 2026Updated last month
- Text Adventure Learning Environment Suite - Benchmark to evaluate language models on interactive text environments.☆27Apr 1, 2026Updated 3 weeks ago
- Control LLM☆23Apr 6, 2025Updated last year
- https://footprints.baulab.info☆18Oct 4, 2024Updated last year
- Implementation code for ACL2024：Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆15Apr 20, 2024Updated 2 years ago
- [ACL2024] Exploring the Potential of Large Language Models in Computational Argumentation☆18Aug 21, 2024Updated last year
- ☆13Apr 9, 2026Updated 3 weeks ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering☆14May 3, 2024Updated last year
- Reasoning with Language Model is Planning with World Model☆191Aug 25, 2023Updated 2 years ago
- Build a resume from your LinkedIn profile.☆10Dec 12, 2014Updated 11 years ago
- ☆18Jun 3, 2024Updated last year
- ☆33Oct 13, 2025Updated 6 months ago
- ☆19Feb 18, 2025Updated last year
- A thesis template compliant with King's College London and UCL rules☆19Dec 14, 2025Updated 4 months ago