alestolfo / lm-arithmeticLinks
Code for the paper "A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis"
☆19Updated 3 months ago
Alternatives and similar repositories for lm-arithmetic
Users that are interested in lm-arithmetic are comparing it to the libraries listed below
Sorting:
- Exploring the Limitations of Large Language Models on Multi-Hop Queries☆27Updated 7 months ago
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆80Updated last year
- ☆29Updated last year
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆97Updated 4 years ago
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆62Updated 2 years ago
- ☆97Updated last year
- ☆44Updated last year
- Analyzing LLM Alignment via Token distribution shift☆17Updated last year
- Data and code for the preprint "In-Context Learning with Long-Context Models: An In-Depth Exploration"☆39Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆63Updated 10 months ago
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆74Updated 10 months ago
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆63Updated last year
- The Paper List on Data Contamination for Large Language Models Evaluation.☆99Updated last month
- ☆75Updated last year
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆70Updated 2 years ago
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆56Updated last year
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆80Updated 6 months ago
- Inspecting and Editing Knowledge Representations in Language Models☆116Updated 2 years ago
- ☆64Updated 2 years ago
- This repository includes code for the paper "Does Localization Inform Editing? Surprising Differences in Where Knowledge Is Stored vs. Ca…☆61Updated 2 years ago
- ☆54Updated last year
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆77Updated 2 years ago
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆116Updated last year
- BeHonest: Benchmarking Honesty in Large Language Models☆34Updated last year
- An open-source library for contamination detection in NLP datasets and Large Language Models (LLMs).☆56Updated last year
- ☆86Updated 2 years ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆69Updated last year
- ☆52Updated 5 months ago
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆59Updated last year
- [NeurIPS 2023 D&B Track] Code and data for paper "Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evalua…☆35Updated 2 years ago