Dejiao Zhang

Computer Science · Physical Sciences

15h-index814citations42works1.82yr avg
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Research Topics

Topic Modeling(22), Natural Language Processing Techniques(21), Sparse and Compressive Sensing Techniques(8), Multimodal Machine Learning Applications(8), Domain Adaptation and Few-Shot Learning(5)

Publications42 total

Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies
arXiv (Cornell University)·2024· 1 citedOpen Access
Repoformer: Selective Retrieval for Repository-Level Code Completion
arXiv (Cornell University)·2024· 3 citedOpen Access
Code Representation Learning At Scale
arXiv (Cornell University)·2024Open Access
Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies
2024· 3 citedOpen Access
Exploring Continual Learning for Code Generation Models
arXiv (Cornell University)·2023· 1 citedOpen Access
Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation
2023· 4 citedOpen Access
Exploring Continual Learning for Code Generation Models
2023· 11 citedOpen Access
ContraCLM: Contrastive Learning For Causal Language Model
arXiv (Cornell University)·2022Open Access
QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition
arXiv (Cornell University)·2022· 27 citedOpen Access
Virtual Augmentation Supported Contrastive Learning of Sentence Representations
Findings of the Association for Computational Linguistics: ACL 2022·2022· 18 citedOpen Access
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies·2022· 29 citedOpen Access
Learning Dialogue Representations from Consecutive Utterances
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies·2022· 11 citedOpen Access
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
2022· 24 citedOpen Access
Virtual Augmentation Supported Contrastive Learning of Sentence Representations
arXiv (Cornell University)·2021· 6 citedOpen Access
Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey
arXiv (Cornell University)·2021· 25 citedOpen Access
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
arXiv (Cornell University)·2021· 1 citedOpen Access
Pairwise Supervised Contrastive Learning of Sentence Representations
arXiv (Cornell University)·2021Open Access
Improving Factual Consistency of Abstractive Summarization via Question Answering
arXiv (Cornell University)·2021· 5 citedOpen Access
Supporting Clustering with Contrastive Learning
arXiv (Cornell University)·2021· 8 citedOpen Access
Entity-level Factual Consistency of Abstractive Text Summarization
arXiv (Cornell University)·2021· 5 citedOpen Access
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Frequent Co-authors

Henghui Zhu(18), Ramesh Nallapati(17), Bing Xiang(17), Laura Balzano(12), Andrew O. Arnold(10), Xiaofei Ma(9), Nan Feng(8), Kathleen McKeown(8), Cícero Nogueira dos Santos(8), Shang-Wen Li(7), Andrew Arnold(6), Zhiguo Wang(5), Wei Xiao(5), Parminder Bhatia(5), Xiaokai Wei(4), Patrick Ng(4), Ming Tan(4), Nan Feng(3), Xiao Wei(3), Xisen Jin(3)