alestolfo / lm-arithmetic
Code for the paper "A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis"
☆15Updated last year
Alternatives and similar repositories for lm-arithmetic:
Users that are interested in lm-arithmetic are comparing it to the libraries listed below
- BeHonest: Benchmarking Honesty in Large Language Models☆31Updated 5 months ago
- Analyzing LLM Alignment via Token distribution shift☆15Updated last year
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆55Updated 6 months ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆62Updated 11 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆50Updated 10 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆44Updated last month
- ☆72Updated 8 months ago
- ☆43Updated 5 months ago
- Methods and evaluation for aligning language models temporally☆27Updated 10 months ago
- [ACL 2024 Findings] CriticBench: Benchmarking LLMs for Critique-Correct Reasoning☆21Updated 10 months ago
- ☆58Updated 4 months ago
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆58Updated last year
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆58Updated 2 months ago
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆53Updated 9 months ago
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆38Updated last year
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆69Updated last year
- ☆30Updated 9 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆66Updated 2 weeks ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆71Updated 7 months ago
- Collection of Reverse Engineering in Large Model☆31Updated 3 weeks ago
- [NAACL'25] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆41Updated 2 months ago
- ☆40Updated last year
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆65Updated 10 months ago
- Official PyTorch Implementation of EMoE: Unlocking Emergent Modularity in Large Language Models [main conference @ NAACL2024]☆28Updated 8 months ago
- ☆13Updated 6 months ago
- Repo for paper: Examining LLMs' Uncertainty Expression Towards Questions Outside Parametric Knowledge☆12Updated 11 months ago
- Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)☆23Updated 7 months ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆66Updated 2 years ago
- ☆36Updated last year
- Restore safety in fine-tuned language models through task arithmetic☆26Updated 10 months ago