ajyl Goto Github PK

adversarialreprogramming

Code for my blog post on Adversarial Reprogramming

ajyl.github.io

calm-pytorch

Implementation of CALM from the paper "LLM Augmented LLMs: Expanding Capabilities through Composition", out of Google Deepmind

care-master

PyTorch implementation of CARE

cem

Repository for the AAAI 2022 paper "CEM: Commonsense-aware Empathetic Response Generation"

clip_text_span

official implementation of "Interpreting CLIP's Image Representation via Text-Based Decomposition"

concept_graphs

diffpruning

Parameter Efficient Transfer Learning with Diff Pruning

direct-preference-optimization

Reference implementation for DPO (Direct Preference Optimization)

dpo_toxic

A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.

emotions-micromodels

Micromodels -- A framework for accurate, explainable, data efficient, and reusable NLP models.

empaper

This is a repository for sharing papers in the field of empathetic conversational AI. The related source code for each paper is linked if available.

empathy-mental-health

Repository containing codes and dataset access instructions for the EMNLP 2020 paper on empathy in text-based mental health support

empdg

[COLING 2020] EmpDG: Multi-resolution Interactive Empathetic Dialogue Generation

ffn-values

fish

Code for "Training Neural Networks with Fixed Sparse Masks" (NeurIPS 2021).

kemp

[AAAI 2022] Knowledge Bridging for Empathetic Dialogue Generation

low-dimensional-probing

The Low-Dimensional Linear Geometry of Contexutalized Word Representations, CoNLL 2021

mech_int_othellogpt

mime

This repository contains PyTorch implementations of the models from the paper An Empirical Study MIME: MIMicking Emotions for Empathetic Response Generation.

olmo

Modeling, training, eval, and inference code for OLMo

open_clip

An open source implementation of CLIP.

othello_world

Emergent world representations: Exploring a sequence model trained on a synthetic task

piggyback

Code for Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights

pplm

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

pyreft

ReFT: Representation Finetuning for Language Models

q_probe

Q-Probe: A Lightweight Approach to Reward Maximization for Language Models

rl4lms

A modular RL library to fine-tune language models to human preferences

scc

Codes for Skilled Chess Commentator: ACL'19 paper "Automated Chess Commentator Powered by Neural Chess Engine"

skill-localization-by-grafting