[NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't Know'"
☆142Jul 10, 2024Updated 2 years ago
Alternatives and similar repositories for R-Tuning
Users that are interested in R-Tuning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code and data for evaluating whether AI assistants know when they do not know the answer☆86Feb 5, 2024Updated 2 years ago
- ☆42May 2, 2024Updated 2 years ago
- Public code repo for paper "SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales"☆113Sep 28, 2024Updated 2 years ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆71Feb 27, 2024Updated 2 years ago
- Repo for paper: Examining LLMs' Uncertainty Expression Towards Questions Outside Parametric Knowledge☆14Feb 20, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆75May 20, 2025Updated last year
- Codebase for Instruction Following without Instruction Tuning☆36Sep 24, 2024Updated 2 years ago
- ☆21Sep 5, 2023Updated 3 years ago
- [ACL 2024] LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement☆196Mar 25, 2024Updated 2 years ago
- ☆17Nov 3, 2024Updated 2 years ago
- Code for ACL 2023 paper "A Close Look into the Calibration of Pre-trained Language Models"☆11May 9, 2023Updated 3 years ago
- Implementations of online merging optimizers proposed by Online Merging Optimizers for Boosting Rewards and Mitigating Tax in Alignment☆82Jun 19, 2024Updated 2 years ago
- ☆31Apr 6, 2026Updated 6 months ago
- ☆12Jul 24, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- A longitudinal reliability benchmark foundation for agent lifespan engineering.☆16Jun 5, 2026Updated 4 months ago
- ☆77May 22, 2024Updated 2 years ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆89Apr 12, 2024Updated 2 years ago
- Official implementation of the ACL 2023 paper: "Zero-shot Faithful Factual Error Correction"☆17Aug 14, 2023Updated 3 years ago
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆31Aug 9, 2025Updated last year
- ☆12Jun 30, 2024Updated 2 years ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆609Dec 9, 2024Updated last year
- ☆13Oct 20, 2022Updated 4 years ago
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆474Apr 18, 2024Updated 2 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.
- LongEmbed: Extending Embedding Models for Long Context Retrieval (EMNLP 2024)☆148Nov 9, 2024Updated last year
- Do Large Language Models Know What They Don’t Know?☆107Nov 8, 2024Updated last year
- [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…☆423Jun 25, 2025Updated last year
- This repository contains the joint use of CPO and SimPO method for better reference-free preference learning methods.☆59Aug 13, 2024Updated 2 years ago
- Source code for our paper: "Think Fast and Slow: Step-Level Cognitive Depth Adaptation for LLM Agents".☆26Feb 20, 2026Updated 8 months ago
- ☆43Sep 3, 2024Updated 2 years ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆190Jun 25, 2025Updated last year
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆66Feb 13, 2023Updated 3 years ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆543Oct 20, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- CONFLICTS is a QA dataset annotated with knowledge conflict types. Each instance comprises a query, a set of retrieved relevant passages,…☆15Jun 11, 2025Updated last year
- EMNLP'2024: Knowledge Verification to Nip Hallucination in the Bud☆23Mar 10, 2024Updated 2 years ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆52May 4, 2024Updated 2 years ago
- ☆15Jan 14, 2026Updated 9 months ago
- ☆338Jul 25, 2024Updated 2 years ago
- Conifer: Improving Complex Constrained Instruction-Following Ability of Large Language Models☆91Apr 4, 2024Updated 2 years ago
- Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large …☆1,087Sep 27, 2025Updated last year