kaistAI / knowledge-reasoningLinks
[EMNLP 2024] Official implementation of "Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization"
☆23Updated last year
Alternatives and similar repositories for knowledge-reasoning
Users that are interested in knowledge-reasoning are comparing it to the libraries listed below
Sorting:
- Official Code Repository for the paper "Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-intensive Tasks…☆42Updated last year
- Methods and evaluation for aligning language models temporally☆30Updated last year
- Repository for "Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators"☆12Updated 10 months ago
- ☆29Updated last year
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆62Updated last year
- ☆27Updated 2 years ago
- Benchmarking Benchmark Leakage in Large Language Models☆58Updated last year
- AbstainQA, ACL 2024☆28Updated this week
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆77Updated 3 months ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51Updated last year
- [ICLR 2024] Unveiling the Pitfalls of Knowledge Editing for Large Language Models☆22Updated last year
- "FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning" (ACL 2023)☆15Updated 2 years ago
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆56Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆70Updated 3 weeks ago
- [NeurIPS 2025] Reasoning Models Better Express Their Confidence"☆22Updated 2 months ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆81Updated last year
- [ACL 2024] Learning to Edit: Aligning LLMs with Knowledge Editing☆36Updated last year
- [ICLR 2025 Oral] Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition☆16Updated last year
- [EMNLP 2023] Once Upon a *Time* in *Graph*: Relative-Time Pretraining for Complex Temporal Reasoning☆17Updated 2 years ago
- Official implementation of Vector-ICL: In-context Learning with Continuous Vector Representations (ICLR 2025)☆21Updated 8 months ago
- [NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages☆53Updated 5 months ago
- About Official PyTorch implementation of "Query-Efficient Black-Box Red Teaming via Bayesian Optimization" (ACL'23)☆15Updated 2 years ago
- Exploring the Limitations of Large Language Models on Multi-Hop Queries☆30Updated 11 months ago
- ☆41Updated 2 years ago
- Models, data, and codes for the paper: MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models☆24Updated last year
- Code for ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context☆18Updated last year
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆79Updated last year
- Offcial Repo of Paper "Eliminating Position Bias of Language Models: A Mechanistic Approach""☆19Updated 7 months ago
- ☆25Updated 9 months ago
- ☆53Updated 9 months ago