Alternatives and similar repositories for knowledge-neurons

Users that are interested in knowledge-neurons are comparing it to the libraries listed below

• awebson / prompt_semantics
  This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”
  ☆85Updated 3 years ago
• nicola-decao / KnowledgeEditor
  Code for Editing Factual Knowledge in Language Models
  ☆138Updated 3 years ago
• eric-mitchell / mend
  MEND: Fast Model Editing at Scale
  ☆247Updated last year
• INK-USC / CrossFit
  Code for paper "CrossFit : A Few-shot Learning Challenge for Cross-task Generalization in NLP" (https://arxiv.org/abs/2104.08835)
  ☆111Updated 3 years ago
• GEM-benchmark / GEM-metrics
  Automatic metrics for GEM tasks
  ☆66Updated 2 years ago
• yanaiela / pararel
  ☆45Updated last year
• timoschick / self-debiasing
  This repository contains the code for "Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP".
  ☆88Updated 3 years 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…
  ☆94Updated 3 years ago
• kayoyin / interpret-lm
  Interpreting Language Models with Contrastive Explanations (EMNLP 2022 Best Paper Honorable Mention)
  ☆62Updated 3 years ago
• alisawuffles / DExperts
  code associated with ACL 2021 DExperts paper
  ☆115Updated 2 years ago
• aviclu / ffn-values
  ☆61Updated 2 years ago
• yizhongw / Tk-Instruct
  Tk-Instruct is a Transformer model that is tuned to solve many NLP tasks by following instructions.
  ☆180Updated 2 years ago
• martiansideofthemoon / rankgen
  Official code and model checkpoints for our EMNLP 2022 paper "RankGen - Improving Text Generation with Large Ranking Models" (https://arx…
  ☆135Updated last year
• GXimingLu / Quark
  ☆75Updated last year
• evandez / REMEDI
  Inspecting and Editing Knowledge Representations in Language Models
  ☆116Updated last year
• neulab / knn-transformers
  PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an…
  ☆275Updated 2 years ago
• facebookresearch / NPM
  The original implementation of Min et al. "Nonparametric Masked Language Modeling" (paper https//arxiv.org/abs/2212.01349)
  ☆157Updated 2 years ago
• mega002 / lm-debugger
  The official code of LM-Debugger, an interactive tool for inspection and intervention in transformer-based language models.
  ☆177Updated 3 years ago
• qkaren / COLD_decoding
  ☆108Updated 3 years ago
• nyu-mll / quality
  ☆137Updated 5 months ago
• rosewang2008 / language_modeling_via_stochastic_processes
  Language modeling via stochastic processes. Oral @ ICLR 2022.
  ☆138Updated 2 years ago
• tongshuangwu / polyjuice
  ☆97Updated 2 years ago
• kernelmachine / demix
  DEMix Layers for Modular Language Modeling
  ☆53Updated 3 years ago
• peterwestuw / surface-form-competition
  ☆58Updated 3 years ago
• NoviScl / GPT3-Reliability
  ☆78Updated 2 years ago
• facebookresearch / MetaICL
  An original implementation of "MetaICL Learning to Learn In Context" by Sewon Min, Mike Lewis, Luke Zettlemoyer and Hannaneh Hajishirzi
  ☆269Updated 2 years ago
• XiangLi1999 / ContrastiveDecoding
  contrastive decoding
  ☆202Updated 2 years ago
• jzbjyb / lm-calibration
  ☆35Updated 3 years ago
• google-deepmind / streamingqa
  ☆48Updated last year
• peterwestai2 / symbolic-knowledge-distillation
  ☆141Updated 2 years ago