alestolfo / lm-arithmeticLinks
Code for the paper "A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis"
☆18Updated last month
Alternatives and similar repositories for lm-arithmetic
Users that are interested in lm-arithmetic are comparing it to the libraries listed below
Sorting:
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆94Updated 3 years ago
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆62Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆60Updated 7 months ago
- ☆29Updated last year
- Exploring the Limitations of Large Language Models on Multi-Hop Queries☆27Updated 4 months ago
- ☆86Updated 2 years ago
- ☆95Updated last year
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆78Updated last year
- Inspecting and Editing Knowledge Representations in Language Models☆116Updated last year
- [ACL'24 Oral] Analysing The Impact of Sequence Composition on Language Model Pre-Training☆22Updated 10 months ago
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆60Updated 2 years ago
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆55Updated last year
- Analyzing LLM Alignment via Token distribution shift☆16Updated last year
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆59Updated last year
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆66Updated last year
- ☆74Updated last year
- ☆41Updated last year
- ☆52Updated last year
- Methods and evaluation for aligning language models temporally☆29Updated last year
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆63Updated 7 months ago
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆75Updated 2 years ago
- ☆61Updated 2 years ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆68Updated 2 years ago
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆76Updated last year
- BeHonest: Benchmarking Honesty in Large Language Models☆34Updated 11 months ago
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆71Updated 8 months ago
- ☆56Updated last month
- ☆44Updated 10 months ago
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆114Updated 10 months ago
- This repository contains data, code and models for contextual noncompliance.☆23Updated 11 months ago