Canwen Xu

发表

LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval

Julian McAuley, Nan Duan, Canwen Xu, 2022, ArXiv.

Multitask Prompted Training Enables Zero-Shot Task Generalization

Alexander M. Rush, Stephen H. Bach, Mike Tian-Jian Jiang, 2021, ICLR.

InforMask: Unsupervised Informative Masking for Language Model Pretraining

Julian McAuley, Canwen Xu, Nafis Sadeq, 2022, EMNLP.

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Alexander M. Rush, Dragomir R. Radev, Ona de Gibert, 2022, ArXiv.

Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders

Chenliang Li, Canwen Xu, Jiaxin Pei, 2019, ACL.

A Survey on Model Compression and Acceleration for Pretrained Language Models

Julian McAuley, Canwen Xu, 2022, AAAI.

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Alexander M. Rush, Dragomir R. Radev, Ona de Gibert, 2022, ArXiv.

LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval

Julian McAuley, Nan Duan, Canwen Xu, 2022, FINDINGS.

Datasets: A Community Library for Natural Language Processing

Alexander M. Rush, Canwen Xu, Julien Plu, 2021, EMNLP.

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Alexander M. Rush, Dragomir R. Radev, Ona de Gibert, 2022, ArXiv.

A Survey on Dynamic Neural Networks for Natural Language Processing

Julian McAuley, Canwen Xu, 2022, FINDINGS.

UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database

Furu Wei, Chenliang Li, Canwen Xu, 2020, AACL.

PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts

Alexander M. Rush, Stephen H. Bach, Mike Tian-Jian Jiang, 2022, ACL.

Orthogonal single-pixel imaging using an adaptive under-Nyquist sampling method

Aiping Zhai, Canwen Xu, Dong Wang, 2021 .

Meta Learning for Knowledge Distillation pdf

Canwen Xu, Julian McAuley, Wangchunshu Zhou, 2021, ArXiv.

BERT-of-Theseus: Compressing BERT by Progressive Module Replacing

Furu Wei, Ming Zhou, Canwen Xu, 2020, EMNLP.

Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression

Furu Wei, Canwen Xu, Tao Ge, 2021, EMNLP.

BERT Learns to Teach: Knowledge Distillation with Meta Learning

Julian McAuley, Canwen Xu, Wangchunshu Zhou, 2021, ACL.

BERT Loses Patience: Fast and Robust Inference with Early Exit pdf

Ke Xu, Furu Wei, Canwen Xu, 2020, NeurIPS.

Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data

Julian McAuley, Nan Duan, Canwen Xu, 2023, ArXiv.

Small Models are Valuable Plug-ins for Large Language Models

Julian McAuley, Chenguang Zhu, Yichong Xu, 2023, ArXiv.

Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge

Furu Wei, Julian McAuley, Ke Xu, 2021, NAACL.

Efficiently Tuned Parameters Are Task Embeddings

Julian McAuley, Canwen Xu, Wangchunshu Zhou, 2022, EMNLP.

Leashing the Inner Demons: Self-Detoxification for Language Models

Julian McAuley, Zhankui He, Zexue He, 2022, AAAI.

Mirror: A Natural Language Interface for Data Querying, Summarization, and Visualization

Julian McAuley, Canwen Xu, Penghan Wang, 2023, WWW.

Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data

Julian McAuley, Nan Duan, Canwen Xu, 2023, EMNLP.

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Alexander M. Rush, Dragomir R. Radev, Ona de Gibert, 2022, ArXiv.

RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems

Julian McAuley, Canwen Xu, Tianyang Liu, 2023, ArXiv.

LongCoder: A Long-Range Pre-trained Language Model for Code Completion

Julian McAuley, Nan Duan, Canwen Xu, 2023, ICML.

A Survey on Model Compression for Natural Language Processing

Julian McAuley, Canwen Xu, 2022, ArXiv.

MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization pdf

Jiaxin Pei, Chenliang Li, Canwen Xu, 2020, ACL.

Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification

Julian McAuley, Canwen Xu, Han Wang, 2022, NAACL.

Exploiting Multiple Embeddings for Chinese Named Entity Recognition

Chenliang Li, Jialong Han, Canwen Xu, 2019, CIKM.

DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets

Dong-Hong Ji, Xiangyang Luo, Jiaxin Pei, 2019, WWW.

RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems

Julian McAuley, Canwen Xu, Tianyang Liu, 2023, ArXiv.

Contrastive Post-training Large Language Models on Data Curriculum

Luciano Del Corro, A. Awadallah, Corby Rosset, 2023, ArXiv.

Small Models are Valuable Plug-ins for Large Language Models

Julian McAuley, Chenguang Zhu, Yichong Xu, 2023, ArXiv.