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Yan Song's NLP Group's Projects

ad-rdat icon ad-rdat

Implementation of paper "Improving Arabic Diacritization with Regularized Decoding and Adversarial Training" at ACL-2021

aesiner icon aesiner

This is the implementation of Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information at Findings of EMNLP-2020.

asa-cld icon asa-cld

This is the implementation for Complementary Learning of Aspect Terms for Aspect-based Sentiment Analysis at LREC2022.

asa-tgcn icon asa-tgcn

This is the implementation of Aspect-based Sentiment Analysis withType-aware Graph Convolutional Networks and Layer Ensemble at NAACL 2021.

asa-tm icon asa-tm

This is the implementation of our paper Improving Federated Learning for Aspect-based Sentiment Analysis via Topic Memories in EMNLP 2021

asa-wd icon asa-wd

This is the implementation of Enhancing Aspect-level Sentiment Analysis with Word Dependencies at EACL 2021.

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

belle icon belle

BELLE: Be Everyone's Large Language model Engine(开源中文对话大模型)

biokmner icon biokmner

This is the implementation of Improving Biomedical Named Entity Recognition with Syntactic Information at BMC Bioinformatics.

chicoupletgen icon chicoupletgen

This is the implementation for Chinese Couplet Generation with Syntactic Information at COLING2022

chimed-gpt icon chimed-gpt

ChiMed-GPT is a Chinese medical large language model (LLM) built by continually training Ziya-v2 on Chinese medical data, where pre-training, supervised fine-tuning (SFT), and reinforcement learning from human feedback (RLHF) are comprehensively performed on it.

chimst icon chimst

This github repository includes the information about the ChiMST Corpus, which is based on our previous work ChiMed

dgsa icon dgsa

This is the implementation of Joint Aspect Extraction and Sentiment Analysis with Directional Graph Convolutional Networks at COLING 2020.

dmpar icon dmpar

This is the implementation for Enhancing Structure-aware Encoder with Extremely Limited Data for Graph-based Dependency Parsing at COLING2022

eatrans icon eatrans

The data of our paper "Improving English-Arabic Transliteration with Phonemic Memories" at EMNLP-2022

facechain icon facechain

FaceChain is a deep-learning toolchain for generating your Digital-Twin.

fastchat icon fastchat

The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"

gcaseg icon gcaseg

Code of our paper "Federated Chinese Word Segmentation with Global Character Associations" at ACL 2021

het-mc icon het-mc

This is the implementation of Summarizing Medical Conversations via Identifying Important Utterances at COLING 2020.

llama_index icon llama_index

LlamaIndex (formerly GPT Index) is a data framework for your LLM applications

llm4sm icon llm4sm

GPT大模型使用本地小模型完成任务的代码

mcasp icon mcasp

This is the implementation of Joint Chinese Word Segmentation and Part-of-speech Tagging via Multi-channel Attention of Character N-grams at COLING 2020.

minigpt-4 icon minigpt-4

MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models

moss icon moss

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

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