Canwen Xu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
29
Venues
10
Active years
2019–2025
Best venue rank
A*
Where they publish
Papers
29 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ACL | Optimizing Reasoning for Text-to-SQL with Execution Feedback. | Bohan Zhai, Canwen Xu, Yuxiong He, Zhewei Yao |
| 2024 | ACL | Small Models are Valuable Plug-ins for Large Language Models. | Canwen Xu, Yichong Xu, Shuohang Wang, Yang Liu, Chenguang Zhu, Julian J. McAuley |
| 2024 | ICLR | RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems. | Tianyang Liu, Canwen Xu, Julian J. McAuley |
| 2024 | NAACL | Automatic Pair Construction for Contrastive Post-training. | Canwen Xu, Corby Rosset, Ethan C. Chau, Luciano Del Corro, Shweti Mahajan, Julian J. McAuley, Jennifer Neville, Ahmed Awadallah, Nikhil Rao |
| 2023 | AAAI | A Survey on Model Compression and Acceleration for Pretrained Language Models. | Canwen Xu, Julian J. McAuley |
| 2023 | EACL | A Survey on Dynamic Neural Networks for Natural Language Processing. | Canwen Xu, Julian J. McAuley |
| 2023 | EMNLP | Spoiler Detection as Semantic Text Matching. | Ryan Tran, Canwen Xu, Julian J. McAuley |
| 2023 | EMNLP | Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data. | Canwen Xu, Daya Guo, Nan Duan, Julian J. McAuley |
| 2023 | ICML | LongCoder: A Long-Range Pre-trained Language Model for Code Completion. | Daya Guo, Canwen Xu, Nan Duan, Jian Yin, Julian J. McAuley |
| 2023 | WWW | Mirror: A Natural Language Interface for Data Querying, Summarization, and Visualization. | Canwen Xu, Julian J. McAuley, Penghan Wang |
| 2022 | AAAI | Leashing the Inner Demons: Self-Detoxification for Language Models. | Canwen Xu, Zexue He, Zhankui He, Julian J. McAuley |
| 2022 | ACL | PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts. | Stephen H. Bach, Victor Sanh, Zheng Xin Yong, Albert Webson, Colin Raffel, Nihal V. Nayak, Abheesht Sharma, Taewoon Kim, M. Saiful Bari, Thibault Fvry, Zaid Alyafeai, Manan Dey, Andrea Santilli, Zhiqing Sun, Srulik Ben-David, Canwen Xu, Gunjan Chhablani, Han Wang, Jason Alan Fries, Maged Saeed AlShaibani, Shanya Sharma, Urmish Thakker, Khalid Almubarak, Xiangru Tang, Dragomir R. Radev, Mike Tian-Jian Jiang, Alexander M. Rush |
| 2022 | ACL | LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval. | Canwen Xu, Daya Guo, Nan Duan, Julian J. McAuley |
| 2022 | ACL | BERT Learns to Teach: Knowledge Distillation with Meta Learning. | Wangchunshu Zhou, Canwen Xu, Julian J. McAuley |
| 2022 | EMNLP | InforMask: Unsupervised Informative Masking for Language Model Pretraining. | Nafis Sadeq, Canwen Xu, Julian J. McAuley |
| 2022 | EMNLP | Efficiently Tuned Parameters Are Task Embeddings. | Wangchunshu Zhou, Canwen Xu, Julian J. McAuley |
| 2022 | ICLR | Multitask Prompted Training Enables Zero-Shot Task Generalization. | Victor Sanh, Albert Webson, Colin Raffel, Stephen H. Bach, Lintang Sutawika, Zaid Alyafeai, Antoine Chaffin, Arnaud Stiegler, Arun Raja, Manan Dey, M Saiful Bari, Canwen Xu, Urmish Thakker, Shanya Sharma Sharma, Eliza Szczechla, Taewoon Kim, Gunjan Chhablani, Nihal V. Nayak, Debajyoti Datta, Jonathan Chang, Mike Tian-Jian Jiang, Han Wang, Matteo Manica, Sheng Shen, Zheng Xin Yong, Harshit Pandey, Rachel Bawden, Thomas Wang, Trishala Neeraj, Jos Rozen, Abheesht Sharma, Andrea Santilli, Thibault Fvry, Jason Alan Fries, Ryan Teehan, Teven Le Scao, Stella Biderman, Leo Gao, Thomas Wolf, Alexander M. Rush |
| 2022 | NAACL | Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification. | Han Wang, Canwen Xu, Julian J. McAuley |
| 2021 | EMNLP | Datasets: A Community Library for Natural Language Processing. | Quentin Lhoest, Albert Villanova del Moral, Yacine Jernite, Abhishek Thakur, Patrick von Platen, Suraj Patil, Julien Chaumond, Mariama Drame, Julien Plu, Lewis Tunstall, Joe Davison, Mario Sasko, Gunjan Chhablani, Bhavitvya Malik, Simon Brandeis, Teven Le Scao, Victor Sanh, Canwen Xu, Nicolas Patry, Angelina McMillan-Major, Philipp Schmid, Sylvain Gugger, Clment Delangue, Tho Matussire, Lysandre Debut, Stas Bekman, Pierric Cistac, Thibault Goehringer, Victor Mustar, Franois Lagunas, Alexander M. Rush, Thomas Wolf |
| 2021 | EMNLP | Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression. | Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei |
| 2021 | EMNLP | Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting. | Wangchunshu Zhou, Tao Ge, Canwen Xu, Ke Xu, Furu Wei |
| 2021 | NAACL | Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge. | Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei |
| 2020 | ACL | Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders. | Yu Duan, Canwen Xu, Jiaxin Pei, Jialong Han, Chenliang Li |
| 2020 | ACL | MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization. | Canwen Xu, Jiaxin Pei, Hongtao Wu, Yiyu Liu, Chenliang Li |
| 2020 | EMNLP | Transformers: State-of-the-Art Natural Language Processing. | Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Rmi Louf, Morgan Funtowicz, Joe Davison, Sam Shleifer, Patrick von Platen, Clara Ma, Yacine Jernite, Julien Plu, Canwen Xu, Teven Le Scao, Sylvain Gugger, Mariama Drame, Quentin Lhoest, Alexander M. Rush |
| 2020 | EMNLP | BERT-of-Theseus: Compressing BERT by Progressive Module Replacing. | Canwen Xu, Wangchunshu Zhou, Tao Ge, Furu Wei, Ming Zhou |
| 2020 | IJCNLP | UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database. | Canwen Xu, Tao Ge, Chenliang Li, Furu Wei |
| 2019 | CIKM | Exploiting Multiple Embeddings for Chinese Named Entity Recognition. | Canwen Xu, Feiyang Wang, Jialong Han, Chenliang Li |
| 2019 | WWW | DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets. | Canwen Xu, Jing Li, Xiangyang Luo, Jiaxin Pei, Chenliang Li, Donghong Ji |