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Kevin Canwen Xu's Projects

alpa icon alpa

Auto parallelization for large-scale neural networks

alpaca_eval icon alpaca_eval

A validated automatic evaluator for instruction-following language models. High-quality, cheap, and fast.

awesome icon awesome

:computer: ๐ŸŽ‰ An awesome & curated list of best applications and tools for Windows.

awesome-1 icon awesome-1

๐Ÿ˜Ž Awesome lists about all kinds of interesting topics

beir icon beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

bert-of-theseus icon bert-of-theseus

โ›ต๏ธThe official PyTorch implementation for "BERT-of-Theseus: Compressing BERT by Progressive Module Replacing" (EMNLP 2020).

beyond-preserved-accuracy icon beyond-preserved-accuracy

Repo for EMNLP 2021 paper "Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression"

caption_generator icon caption_generator

A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.

chineseglue icon chineseglue

Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard

django-asyncmailer icon django-asyncmailer

Async email solution w/ multiple SMTP credentials, load-balancing and blacklist.

dogwhistle icon dogwhistle

Baseline code for NAACL 2021 paper "Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge"

element-starterkit icon element-starterkit

A upgraded starter kit for Element UI generated by vue-cli including vuex and vue-router

fastchat icon fastchat

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

flatten_gigaword icon flatten_gigaword

Dump the text of the Gigaword dataset into a single file, for use with language modeling (and other!) toolkits

flood-nlp icon flood-nlp

Testing flood in NLP with pretrained models. A course project for UCSD CSE 257.

generalized-list icon generalized-list

A PDF download for Data Structure Presentation 2017 Fall of Wuhan University.

laprador icon laprador

๐Ÿฆฎ Code and pretrained models for Findings of ACL 2022 paper "LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval"

metadistil icon metadistil

Code for ACL 2022 paper "BERT Learns to Teach: Knowledge Distillation with Meta Learning".

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