Canwen Xu
27 papers · 2020–2025 · 9 venues · across top CS/AI venues
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Achievements
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Dynamic Duo
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Research topics
Natural Language Processing
(19)
Deep Learning
(17)
Machine Learning
(17)
Artificial Intelligence
(14)
Core AI
(14)
Learning Types Β· Deep Learning
(11)
Resources & Methods
(11)
Generation
(8)
Learning Types Β· Machine Learning
(7)
Application Areas
(6)
Applications
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Optimization & Theory
(4)
Techniques
(4)
Architectures
(3)
Core Methods
(2)
Keywords
large language model
(5)
model compression
(4)
pre-trained language model
(4)
self-supervised learning
(4)
text classification
(4)
knowledge distillation
(3)
transfer learning
(3)
natural language processing
(3)
question answering
(3)
semantic analysis
(2)
few-shot learning
(2)
early exit
(2)
language model
(2)
multi-task learning
(2)
direct preference optimization
(2)
text generation
(2)
parameter-efficient tuning
(2)
code completion
(1)
contrastive learning
(1)
representation learning
(1)
Papers
Optimizing Reasoning for Text-to-SQL with Execution Feedback
ACL 2025
Automatic Pair Construction for Contrastive Post-training
NAACL 2024
RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems
ICLR 2024
Small Models are Valuable Plug-ins for Large Language Models
ACL 2024
A Survey on Dynamic Neural Networks for Natural Language Processing
EACL 2023
A Survey on Model Compression and Acceleration for Pretrained Language Models
AAAI 2023
Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data
EMNLP 2023
LongCoder: A Long-Range Pre-trained Language Model for Code Completion
ICML 2023
Spoiler Detection as Semantic Text Matching
EMNLP 2023
Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification
NAACL 2022
BERT Learns to Teach: Knowledge Distillation with Meta Learning
ACL 2022
Efficiently Tuned Parameters Are Task Embeddings
EMNLP 2022
InforMask: Unsupervised Informative Masking for Language Model Pretraining
EMNLP 2022
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval
ACL 2022
Leashing the Inner Demons: Self-Detoxification for Language Models
AAAI 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization
ICLR 2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts
ACL 2022
Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression
EMNLP 2021
Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge
NAACL 2021
Datasets: A Community Library for Natural Language Processing
EMNLP 2021
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting
EMNLP 2021
BERT Loses Patience: Fast and Robust Inference with Early Exit
NeurIPS 2020
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing
EMNLP 2020
MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization
ACL 2020
Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders
ACL 2020
Transformers: State-of-the-Art Natural Language Processing
EMNLP 2020
UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database
AACL 2020