This is a repo consisting of papers about LLMs' perception of their knowledge boundaries; Uncertainty Quantification; Honesty Alignment; When to retrieve.
☆25Nov 25, 2025Updated 6 months ago
Alternatives and similar repositories for Awesome-LMs-Perception-of-Their-Knowledge-Boundaries-Papers
Users that are interested in Awesome-LMs-Perception-of-Their-Knowledge-Boundaries-Papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official code for the paper Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception. The code is based on t…☆20Aug 5, 2025Updated 10 months ago
- Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision☆19Apr 1, 2025Updated last year
- Implementation of "ACL'24: When Do LLMs Need Retrieval Augmentation? Mitigating LLMs’ Overconfidence Helps Retrieval Augmentation"☆25Jul 19, 2024Updated last year
- ☆19Sep 18, 2024Updated last year
- CIKM 2022: CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language Tasks☆34Aug 31, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for AAAI 2024 paper Wikiformer☆20Dec 21, 2023Updated 2 years ago
- LegalOne: A Family of Foundation Models for Reliable Legal Reasoning☆63Feb 3, 2026Updated 4 months ago
- StaRD: Statute Retrieval Dataset based on Real-World Legal Consultation☆22Apr 24, 2025Updated last year
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆21Jul 31, 2023Updated 2 years ago
- ☆14Aug 18, 2022Updated 3 years ago
- Source code of our paper MIND, ACL 2024 Long Paper☆65Nov 14, 2025Updated 7 months ago
- A library for open domain query facet extraction and generation☆16Apr 24, 2024Updated 2 years ago
- ☆13Oct 28, 2024Updated last year
- Submission archive for the MS MARCO passage ranking leaderboard☆13Apr 21, 2023Updated 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.
- ☆12Sep 23, 2024Updated last year
- Website for HKU NLP group (under construction)☆14Mar 20, 2026Updated 2 months ago
- ☆13Jul 14, 2024Updated last year
- A Multi-Granularity-Aware Aspect Learning Model for Multi-Aspect Dense Retrieval☆15Jan 2, 2024Updated 2 years ago
- 基于Roformer的文本相似度☆12Aug 2, 2021Updated 4 years ago
- Awesome-Parallel-Reasoning: Unlocking the reasoning potential of LLMs. Papers, Code, Resources & Survey.☆53Mar 8, 2026Updated 3 months ago
- ☆23Mar 9, 2023Updated 3 years ago
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆84Apr 10, 2023Updated 3 years ago
- This repository contains the code for our paper "Augmenting Black-box LLMs with Medical Textbooks for Clinical Question Answering" [EMNLP…☆15Oct 8, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Safety-J: Evaluating Safety with Critique☆16Jul 28, 2024Updated last year
- SIGIR 2022: GERE: Generative Evidence Retrieval for Fact Verification☆20Jul 19, 2022Updated 3 years ago
- [KDD'25] Code of "Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation".☆18Aug 8, 2025Updated 10 months ago
- 用PyTorch重构流传最广的Keras、TensorFlow做的TORCS实验。训练DDPG模型。☆12Dec 23, 2018Updated 7 years ago
- ☆14Sep 22, 2022Updated 3 years ago
- Source code of ACL 2023 Main Conference Paper "PAD-Net: An Efficient Framework for Dynamic Networks".☆14Feb 28, 2026Updated 3 months ago
- The official repo for our SIGIR'23 Full paper: Constructing Tree-based Index for Efficient and Effective Dense Retrieval☆28Jun 7, 2023Updated 3 years ago
- Official repository of paper "Context-DPO: Aligning Language Models for Context-Faithfulness"☆23Feb 17, 2025Updated last year
- The code of “Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning”☆17Feb 26, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- pytorch☆11Jul 29, 2019Updated 6 years ago
- ☆17Nov 14, 2022Updated 3 years ago
- 中文简历模板，可添加照片，详细注释☆16Jul 1, 2020Updated 5 years ago
- LaTeX Template for Qingdao University Bachelor Degree Thesis☆15Mar 28, 2020Updated 6 years ago
- [ACL'24, Outstanding Paper] Emulated Disalignment: Safety Alignment for Large Language Models May Backfire!☆39Aug 2, 2024Updated last year
- A repository of useful research/skill-upgrading talks or acticles in NLP/CV/AI Area (in Chinese).☆96Jul 27, 2024Updated last year
- Code for paper Towards Mitigating LLM Hallucination via Self Reflection☆30Oct 9, 2023Updated 2 years ago