dada-qin / Data-Centric_LLM_StudiesLinks
A list of papers about data quality in Large Language Models (LLMs)
☆26Updated last year
Alternatives and similar repositories for Data-Centric_LLM_Studies
Users that are interested in Data-Centric_LLM_Studies are comparing it to the libraries listed below
Sorting:
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆244Updated 3 weeks ago
- ☆51Updated 2 months ago
- ☆262Updated last month
- ☆109Updated 3 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆289Updated 3 weeks ago
- Survey on Data-centric Large Language Models☆84Updated last year
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.☆164Updated last month
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆371Updated last year
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆177Updated 2 months ago
- ☆151Updated last year
- ☆147Updated 3 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆154Updated this week
- ☆104Updated last month
- [SIGIR'24] The official implementation code of MOELoRA.☆177Updated last year
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆163Updated last year
- ☆157Updated 11 months ago
- Official repository for "CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation"☆20Updated last week
- A comprehensive collection of process reward models.☆107Updated last month
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆78Updated 8 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆85Updated 6 months ago
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆80Updated 2 months ago
- this is an implementation for the paper Improve Mathematical Reasoning in Language Models by Automated Process Supervision from google de…☆39Updated last month
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆69Updated 5 months ago
- [ICLR 2025] Language Imbalance Driven Rewarding for Multilingual Self-improving☆21Updated last week
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆484Updated 10 months ago
- This repository collects awesome survey, resource, and paper for Lifelong Learning for Large Language Models. (Updated Regularly)☆60Updated 3 months ago
- ☆50Updated last month
- Official Repository of "Learning what reinforcement learning can't"☆64Updated last week
- State-of-the-art Parameter-Efficient MoE Fine-tuning Method☆183Updated last year
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆128Updated 10 months ago