Yangyi-Chen

CRAFT

Code for ICLR 2024 paper "CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets"

Advbench

Code and data of the EMNLP 2022 paper "Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP".

OpenBackdoor

An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)

SaySelf

Public code repo for paper "SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales"

CoTConsistency

The released data for paper "Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models".

MAYA

Code base for the EMNLP 2021 paper, "Multi-granularity Textual Adversarial Attack with Behavior Cloning".

Multimodal-AND-Large-Language-Models

Paper list about multimodal and large language models, only used to record papers I read in the daily arxiv for personal needs.

PaperList-Trustworthy-Applications

Mostly recording papers about models' trustworthy applications. Intending to include topics like model evaluation & analysis, security, calibration, backdoor learning, robustness, et al.

SOLO

Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"

vi-struct

Source code for EMNLP 2023 paper "ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation"

Yangyi-Chen/Multimodal-AND-Large-Language-Models

Paper list about multimodal and large language models, only used to record papers I read in the daily arxiv for personal needs.

Yangyi-Chen/SOLO

Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"

Yangyi-Chen/CoTConsistency

The released data for paper "Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models".

Yangyi-Chen/PaperList-Trustworthy-Applications

Mostly recording papers about models' trustworthy applications. Intending to include topics like model evaluation & analysis, security, calibration, backdoor learning, robustness, et al.

Yangyi-Chen/vi-struct

Source code for EMNLP 2023 paper "ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation"

Yangyi-Chen/LM-TOAST

Source code for ACL 2023 Findings paper "Making Pre-trained Language Models both Task-solvers and Self-calibrators"

Yangyi-Chen/backdoor-learning-resources

A list of backdoor learning resources

Yangyi-Chen/Academic-project-page-template

A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/

Yangyi-Chen/awesome-InteractiveNLP-papers

Paper List for a new paradigm of NLP: Interactive NLP (https://arxiv.org/abs/2305.13246) :fire:

Yangyi-Chen/awesome-language-agents

List of language agents based on paper "Cognitive Architectures for Language Agents"

Yangyi-Chen/awesome-large-audio-models

Collection of resources on the applications of Large Language Models (LLMs) in Audio AI.

Yangyi-Chen/BMPrinciples

A collection of phenomenons observed during the scaling of big foundation models, which may be developed into consensus, principles, or laws in the future

Yangyi-Chen/code-act

Official Repo for paper "Executable Code Actions Elicit Better LLM Agents" by Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji.

Yangyi-Chen/CVPR2023-Papers-with-Code

CVPR 2023 论文和开源项目合集

Yangyi-Chen/FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

Yangyi-Chen/llama

Inference code for LLaMA models

Yangyi-Chen/llm-reasoners

A library for advanced large language model reasoning

Yangyi-Chen/LLMZoo

⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡

Yangyi-Chen/lm-evaluation-harness

A framework for few-shot evaluation of language models.

Yangyi-Chen/mint-bench

Yangyi-Chen/MOSS

An open-source tool-augmented conversational language model from Fudan University

Yangyi-Chen/NeMo

NeMo: a framework for generative AI

Yangyi-Chen/opencompass

OpenCompass is an LLM evaluation platform, supporting a wide range of models (InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.

Yangyi-Chen/Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

Yangyi-Chen/Prompt4ReasoningPapers

Repository for the ACL2023 paper "Reasoning with Language Model Prompting: A Survey".

Yangyi-Chen/SaySelf

Public code repo for paper "SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales"

Yangyi-Chen/TAADpapers

Must-read Papers on Textual Adversarial Attack and Defense

Yangyi-Chen/torchtitan

A native PyTorch Library for large model training

Yangyi-Chen/trl

Train transformer language models with reinforcement learning.

Yangyi-Chen/yangyi-chen.github.io

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