Alternatives and similar repositories for eacl2024_transformer_interpretability_tutorial:

Users that are interested in eacl2024_transformer_interpretability_tutorial are comparing it to the libraries listed below

• mt-upc / transformer-contributions
  Measuring the Mixing of Contextual Information in the Transformer
  ☆28Updated last year
• tylerachang / multilingual-geometry
  The geometry of multilingual language model representations (EMNLP 2022).
  ☆20Updated 2 years ago
• hannamw / EAP-IG
  ☆23Updated last month
• balevinstein / Probes
  ☆47Updated last year
• shauli-ravfogel / nullspace_projection
  ☆89Updated 2 years ago
• wesg52 / sparse-probing-paper
  Sparse probing paper full code.
  ☆55Updated last year
• CEBaBing / CEBaB
  CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior
  ☆12Updated 2 years ago
• Betswish / MIRAGE
  Easy-to-use MIRAGE code for faithful answer attribution in RAG applications. Paper: https://aclanthology.org/2024.emnlp-main.347/
  ☆21Updated 3 weeks ago
• mega002 / ff-layers
  The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…
  ☆90Updated 3 years ago
• sebastianGehrmann / CausalMediationAnalysis
  Code for the paper "Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias"
  ☆74Updated 3 years ago
• fdalvi / NeuroX
  A Python library that encapsulates various methods for neuron interpretation and analysis in Deep NLP models.
  ☆100Updated last year
• personads / depprobe
  Probing for Labeled Dependency Trees (ACL 2022) + Sorting LMs by Structure (NAACL 2022)
  ☆8Updated 9 months ago
• gorokoba560 / norm-analysis-of-transformer
  ☆83Updated 11 months ago
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆62Updated last month
• jkallini / mission-impossible-language-models
  Code repository for the paper "Mission: Impossible Language Models."
  ☆50Updated last week
• evandez / relations
  How do transformer LMs encode relations?
  ☆46Updated last year
• mlepori1 / NeuroSurgeon
  NeuroSurgeon is a package that enables researchers to uncover and manipulate subnetworks within models in Huggingface Transformers
  ☆40Updated last month
• faridlazuarda / cultural-llm-papers
  A curated list of research papers and resources on Cultural LLM.
  ☆41Updated 6 months ago
• saprmarks / geometry-of-truth
  ☆82Updated 7 months ago
• ARBORproject / arborproject.github.io
  ☆63Updated last month
• McGill-NLP / bias-bench
  ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.
  ☆135Updated 3 months ago
• beinborn / relative_importance
  ☆16Updated 3 years ago
• gsarti / pecore
  Materials for "Quantifying the Plausibility of Context Reliance in Neural Machine Translation" at ICLR'24 🐑 🐑
  ☆14Updated 11 months ago
• technion-cs-nlp / Individual-Neurons-Pitfalls
  ☆10Updated 2 years ago
• explanare / ravel
  Evaluate interpretability methods on localizing and disentangling concepts in LLMs.
  ☆42Updated 5 months ago
• ekinakyurek / influence
  Code for "Tracing Knowledge in Language Models Back to the Training Data"
  ☆37Updated 2 years ago
• yanaiela / pararel
  ☆44Updated last year
• ZurichNLP / mbr
  Minimum Bayes Risk Decoding for Hugging Face Transformers
  ☆57Updated 10 months ago
• i-gallegos / Fair-LLM-Benchmark
  ☆128Updated last year
• p-lambda / incontext-learning
  Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implici…
  ☆105Updated last year