Di-viner / LLM-Robustness-to-Irrelevant-InformationLinks
[COLM'24] "How Easily do Irrelevant Inputs Skew the Responses of Large Language Models?"
☆22Updated last year
Alternatives and similar repositories for LLM-Robustness-to-Irrelevant-Information
Users that are interested in LLM-Robustness-to-Irrelevant-Information are comparing it to the libraries listed below
Sorting:
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆83Updated last year
- Resources for our ACL 2023 paper: Distilling Script Knowledge from Large Language Models for Constrained Language Planning☆36Updated 2 years ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆77Updated last year
- Towards Systematic Measurement for Long Text Quality☆36Updated last year
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆51Updated 4 months ago
- Do Large Language Models Know What They Don’t Know?☆99Updated 11 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆73Updated 3 weeks ago
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…☆51Updated last year
- Self-Knowledge Guided Retrieval Augmentation for Large Language Models (EMNLP Findings 2023)☆28Updated last year
- 🍼 Official implementation of Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts☆41Updated last year
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆62Updated last year
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆82Updated 9 months ago
- SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis☆108Updated 4 months ago
- ☆30Updated 10 months ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆122Updated last year
- Code and data for "ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM" (NeurIPS 2024 Track Datasets and…☆52Updated 5 months ago
- ☆57Updated last year
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆132Updated last year
- Personality Alignment of Language Models☆47Updated 3 months ago
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆63Updated last year
- ☆75Updated last year
- ☆58Updated last year
- Trending projects & awesome papers about data-centric llm studies.☆38Updated 5 months ago
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Updated last year
- The official repo of "WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents"☆81Updated last month
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆192Updated last year
- Collection of papers for scalable automated alignment.☆94Updated last year
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆56Updated last year
- [ACL 2025] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLM…☆68Updated last year
- Code and data for paper "Context-faithful Prompting for Large Language Models".☆41Updated 2 years ago