GeneZC

ASGCN

Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"

MiniMA

Code for paper titled "Towards the Law of Capacity Gap in Distilling Language Models"

Chinese-NER

A practice on Chinese Named Entity Recognition

OTE-MTL

Code and dataset for EMNLP 2020 paper titled "A Multi-task Learning Framework for Opinion Triplet Extraction"

MiniMoE

Code for ACL 2023 paper titled "Lifting the Curse of Capacity Gap in Distilling Language Models"

PWCN

Code for SIGIR 2019 paper titled "Syntax-Aware Aspect-Level Sentiment Classification with Proximity-Weighted Convolution Network"

StructBias

Code and data for COLING 2022 paper titled "Structural Bias For Aspect Sentiment Triplet Extraction"

BERTFinanceNeg

StarK

Code for EMNLP 2022 paper titled "Sparse Teachers Can Be Dense with Knowledge"

AlphaPoet

Repo for AlphaPoet, which appeared in Finals of 2018 International Collegiate Competition for Brain-inspired Computing

Glee

Code for EMNLP 2022 paper titled "Making Pretrained Language Models Good Long-tailed Learners"

ABSA-PyTorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

AutoGPTQ-triton

An easy-to-use model quantization package with user-friendly apis, based on GPTQ algorithm.

MiniDisc

Code for paper titled "MiniDisc: Minimal Distillation Schedule for Language Model Compression"

ABSA-Survey

Resources about Aspect-based Sentiment Analysis (ABSA)

advABSA

An adversarial ABSA benchmark, including aspect-based sentiment classification and opinion extraction.

GeneZC

pytorch-doc-zh

PyTorch 中文文档

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

alpaca_eval

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

Awesome-Efficient-PLM

Must-read papers on improving efficiency for pre-trained language models.

BMTools

Tool Learning for Big Models, Open-Source Solutions of ChatGPT-Plugins

chinese-customer-review

Dataset from 'Character-based BiLSTM-CRF Incorporating POS and Dictionaries for Chinese Opinion Target Extraction'

E2EECPE

Code and dataset for paper "End-to-end Emotion-Cause Pair Extraction via Learning to Link"

Efficient-LLMs-Survey

Efficient Large Language Models: A Survey

FastChat

An open platform for training, serving, and evaluating large languages. Release repo for Vicuna and FastChat-T5.

genezc.github.io

LLMZoo

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

TinyLlama

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

Zero2All

Implementation of algorithms I've learned in Python and Cpp