publications | Yuhao Zhang

For a more up-to-date list, please also see my google scholar page.

(*=equal contribution)

2024

arXiv

Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models

Orion Weller , Benjamin Van Durme , Dawn Lawrie , and 3 more authors

arXiv preprint arXiv:2409.11136, 2024

@article{weller2024promptriever,
  title = {Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models},
  author = {Weller, Orion and Van Durme, Benjamin and Lawrie, Dawn and Paranjape, Ashwin and Zhang, Yuhao and Hessel, Jack},
  journal = {arXiv preprint arXiv:2409.11136},
  year = {2024},
}

EMNLP

Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models

Zhengxuan Wu , Yuhao Zhang, Peng Qi , and 6 more authors

In EMNLP , 2024

Bib HTML

@inproceedings{wu2024dancing,
  title = {Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models},
  author = {Wu, Zhengxuan and Zhang, Yuhao and Qi, Peng and Xu, Yumo and Han, Rujun and Zhang, Yian and Chen, Jifan and Min, Bonan and Huang, Zhiheng},
  booktitle = {EMNLP},
  year = {2024},
}

EMNLP

RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering

Rujun Han , Yuhao Zhang, Peng Qi , and 6 more authors

In EMNLP , 2024

Bib HTML

@inproceedings{han2024rag,
  title = {RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering},
  author = {Han, Rujun and Zhang, Yuhao and Qi, Peng and Xu, Yumo and Wang, Jenyuan and Liu, Lan and Wang, William Yang and Min, Bonan and Castelli, Vittorio},
  booktitle = {EMNLP},
  year = {2024},
}

2023

ACL Findings

RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-domain Question Answering

Rujun Han , Peng Qi , Yuhao Zhang, and 6 more authors

In Findings of the Annual Meeting of the Association for Computational Linguistics (ACL) , 2023

Bib HTML

@inproceedings{chen2023improving,
  title = {RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-domain Question Answering},
  author = {Han, Rujun and Qi, Peng and Zhang, Yuhao and Liu, Lan and Burger, Juliette and Wang, William and Huang, Zhiheng and Xiang, Bing and Roth, Dan},
  booktitle = {Findings of the Annual Meeting of the Association for Computational Linguistics (ACL)},
  year = {2023},
}

ACL Findings

Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations

Jifan Chen , Yuhao Zhang, Lan Liu , and 5 more authors

In Findings of the Annual Meeting of the Association for Computational Linguistics (ACL) , 2023

Bib HTML

@inproceedings{chen2023improvinh,
  title = {Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations},
  author = {Chen, Jifan and Zhang, Yuhao and Liu, Lan and Dong, Rui and Chen, Xinchi and Ng, Patrick and Wang, William Yang and Huang, Zhiheng},
  booktitle = {Findings of the Annual Meeting of the Association for Computational Linguistics (ACL)},
  year = {2023},
}

ACL Findings

Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge

Xingyu Fu , Sheng Zhang , Gukyeong Kwon , and 10 more authors

In Findings of the Annual Meeting of the Association for Computational Linguistics (ACL) , 2023

Bib HTML

@inproceedings{fu2023generate,
  title = {{Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge}},
  author = {Fu, Xingyu and Zhang, Sheng and Kwon, Gukyeong and Perera, Pramuditha and Zhu, Henghui and Zhang, Yuhao and Li, Alexander Hanbo and Wang, William Yang and Wang, Zhiguo and Castelli, Vittorio and Ng, Patrick and Roth, Dan and Xiang, Bing},
  booktitle = {Findings of the Annual Meeting of the Association for Computational Linguistics (ACL)},
  year = {2023},
}

EMNLP Findings

Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks

Kaiser Sun , Peng Qi , Yuhao Zhang, and 3 more authors

In Findings of EMNLP , 2023

Bib HTML

@inproceedings{sun2023tokenization,
  title = {Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks},
  author = {Sun, Kaiser and Qi, Peng and Zhang, Yuhao and Liu, Lan and Wang, William Yang and Huang, Zhiheng},
  booktitle = {Findings of EMNLP},
  year = {2023},
}

2022

MLHC

Contrastive Learning of Medical Visual Representations from Paired Images and Text

Yuhao Zhang, Hang Jiang , Yasuhide Miura , and 2 more authors

In Proceedings of the 7th Machine Learning for Healthcare Conference , 2022

Bib HTML

@inproceedings{zhang2022contrastive,
  title = {Contrastive Learning of Medical Visual Representations from Paired Images and Text},
  author = {Zhang, Yuhao and Jiang, Hang and Miura, Yasuhide and Manning, Christopher D and Langlotz, Curtis P},
  booktitle = {Proceedings of the 7th Machine Learning for Healthcare Conference},
  pages = {1--24},
  volume = {182},
  year = {2022},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
  dataset = {https://github.com/yuhaozhang/convirt},
}

2021

NeurIPS

RadGraph: Extracting Clinical Entities and Relations from Radiology Reports

Saahil Jain , Ashwin Agrawal , Adriel Saporta , and 8 more authors

In Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 1) , 2021

Bib HTML

@inproceedings{jain2021radgraph,
  title = {{RadGraph}: Extracting Clinical Entities and Relations from Radiology Reports},
  author = {Jain, Saahil and Agrawal, Ashwin and Saporta, Adriel and Truong, Steven and Bui, Tan and Chambon, Pierre and Zhang, Yuhao and Lungren, Matthew P and Ng, Andrew Y and Langlotz, Curtis and others},
  booktitle = {Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 1)},
  year = {2021},
}

Thesis

Deep Understanding and Generation of Medical Text and Beyond

Yuhao Zhang

Stanford University PhD Thesis, 2021

Bib HTML

@article{zhang2021deep,
  title = {Deep Understanding and Generation of Medical Text and Beyond},
  author = {Zhang, Yuhao},
  year = {2021},
  journal = {Stanford University PhD Thesis},
  school = {Stanford University},
}

BioNLP

Overview of the MEDIQA 2021 Shared Task on Summarization in the Medical Domain

Asma Ben Abacha , Yassine M’rabet , Yuhao Zhang, and 3 more authors

In Proceedings of the 20th Workshop on Biomedical Language Processing (BioNLP) , 2021

Bib HTML

@inproceedings{abacha2021overview,
  title = {Overview of the {MEDIQA} 2021 Shared Task on Summarization in the Medical Domain},
  author = {Abacha, Asma Ben and M’rabet, Yassine and Zhang, Yuhao and Shivade, Chaitanya and Langlotz, Curtis and Demner-Fushman, Dina},
  booktitle = {Proceedings of the 20th Workshop on Biomedical Language Processing (BioNLP)},
  year = {2021},
}

JAMIA

Biomedical and Clinical English Model Packages for the Stanza Python NLP Library

Yuhao Zhang, Yuhui Zhang , Peng Qi , and 2 more authors

Journal of the American Medical Informatics Association, 2021

Bib HTML

@article{zhang2021biomedical,
  title = {Biomedical and Clinical English Model Packages for the Stanza Python NLP Library},
  author = {Zhang, Yuhao and Zhang, Yuhui and Qi, Peng and Manning, Christopher D and Langlotz, Curtis P.},
  journal = {Journal of the American Medical Informatics Association},
  volume = {28},
  number = {9},
  pages = {1892--1899},
  year = {2021},
  publisher = {Oxford University Press},
}

NAACL

Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation

Yasuhide Miura , Yuhao Zhang, Emily Tsai , and 2 more authors

In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) , 2021

Bib HTML

@inproceedings{miura2021improving,
  title = {Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation},
  author = {Miura, Yasuhide and Zhang, Yuhao and Tsai, Emily and Langlotz, Curtis and Jurafsky, Dan},
  booktitle = {Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)},
  year = {2021},
}

EACL

Do Syntax Trees Help Pre-trained Transformers Extract Information?

Devendra Sachan , Yuhao Zhang, Peng Qi , and 1 more author

In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL) , 2021

Bib HTML

@inproceedings{sachan2021syntax,
  title = {Do Syntax Trees Help Pre-trained Transformers Extract Information?},
  author = {Sachan, Devendra and Zhang, Yuhao and Qi, Peng and Hamilton, William L},
  booktitle = {Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL)},
  year = {2021},
}

2020

EMNLP Findings

Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations

Peng Qi , Yuhao Zhang, and Christopher D Manning

In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP): Findings , 2020

Bib HTML

@inproceedings{qi2020stay,
  title = {Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations},
  author = {Qi, Peng and Zhang, Yuhao and Manning, Christopher D},
  booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP): Findings},
  year = {2020},
}

ACL

Stanza: A Python Natural Language Processing Toolkit for Many Human Languages

Peng Qi* , Yuhao Zhang*, Yuhui Zhang , and 2 more authors

In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL): System Demonstrations , 2020

Bib HTML

@inproceedings{qi2020stanza,
  title = {Stanza: A Python Natural Language Processing Toolkit for Many Human Languages},
  author = {Qi*, Peng and Zhang*, Yuhao and Zhang, Yuhui and Bolton, Jason and Manning, Christopher D},
  booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL): System Demonstrations},
  year = {2020},
}

ACL

Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports

Yuhao Zhang, Derek Merck , Emily Tsai , and 2 more authors

In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL) , 2020

Bib HTML

@inproceedings{zhang2020optimizing,
  title = {Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports},
  author = {Zhang, Yuhao and Merck, Derek and Tsai, Emily and Manning, Christopher D and Langlotz, Curtis},
  booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL)},
  year = {2020},
}

2019

AAAI

Multi-perspective Relevance Matching with Hierarchical ConvNets for Social Media Search

Jinfeng Rao , Wei Yang , Yuhao Zhang, and 2 more authors

In Proceedings of the AAAI Conference on Artificial Intelligence , 2019

Bib

@inproceedings{rao2019multi,
  title = {Multi-perspective Relevance Matching with Hierarchical Conv{N}ets for Social Media Search},
  author = {Rao, Jinfeng and Yang, Wei and Zhang, Yuhao and Ture, Ferhan and Lin, Jimmy},
  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
  year = {2019},
}

Bioinformatics

Cross-type Biomedical Named Entity Recognition with Deep Multi-task Learning

Xuan Wang , Yu Zhang , Xiang Ren , and 5 more authors

Bioinformatics, 2019

Bib HTML

@article{wang2019cross,
  title = {Cross-type Biomedical Named Entity Recognition with Deep Multi-task Learning},
  author = {Wang, Xuan and Zhang, Yu and Ren, Xiang and Zhang, Yuhao and Zitnik, Marinka and Shang, Jingbo and Langlotz, Curtis and Han, Jiawei},
  journal = {Bioinformatics},
  volume = {35},
  number = {10},
  pages = {1745--1752},
  year = {2019},
  publisher = {Oxford University Press},
}

2018

EMNLP-LOUHI

Learning to Summarize Radiology Findings

Yuhao Zhang, Daisy Yi Ding , Tianpei Qian , and 2 more authors

In Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis (EMNLP-LOUHI) , 2018

Bib HTML

@inproceedings{zhang2018learning,
  title = {Learning to Summarize Radiology Findings},
  author = {Zhang, Yuhao and Ding, Daisy Yi and Qian, Tianpei and Manning, Christopher D and Langlotz, Curtis P},
  booktitle = {Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis (EMNLP-LOUHI)},
  year = {2018},
}

EMNLP

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction

Yuhao Zhang*, Peng Qi* , and Christopher D Manning

In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP) , 2018

Bib HTML

@inproceedings{zhang2018graph,
  title = {Graph Convolution over Pruned Dependency Trees Improves Relation Extraction},
  author = {Zhang*, Yuhao and Qi*, Peng and Manning, Christopher D},
  booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP)},
  year = {2018},
}

EMNLP-CoNLL

Universal Dependency Parsing from Scratch

Peng Qi* , Timothy Dozat* , Yuhao Zhang*, and 1 more author

In Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies , 2018

Bib HTML

@inproceedings{qi2018universal,
  title = {Universal Dependency Parsing from Scratch},
  author = {Qi*, Peng and Dozat*, Timothy and Zhang*, Yuhao and Manning, Christopher D},
  booktitle = {Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies},
  year = {2018},
}

JAMIA

Expanding a Radiology Lexicon Using Contextual Patterns in Radiology Reports

Bethany Percha , Yuhao Zhang, Selen Bozkurt , and 3 more authors

Journal of the American Medical Informatics Association, 2018

Bib

@article{percha2018expanding,
  title = {Expanding a Radiology Lexicon Using Contextual Patterns in Radiology Reports},
  author = {Percha, Bethany and Zhang, Yuhao and Bozkurt, Selen and Rubin, Daniel and Altman, Russ B and Langlotz, Curtis P},
  journal = {Journal of the American Medical Informatics Association},
  volume = {25},
  number = {6},
  pages = {679--685},
  year = {2018},
  publisher = {Oxford University Press},
}

2017

EMNLP

Position-aware Attention and Supervised Data Improve Slot Filling

Yuhao Zhang, Victor Zhong , Danqi Chen , and 2 more authors

In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP) , 2017

Bib HTML

@inproceedings{zhang2017position,
  title = {Position-aware Attention and Supervised Data Improve Slot Filling},
  author = {Zhang, Yuhao and Zhong, Victor and Chen, Danqi and Angeli, Gabor and Manning, Christopher D},
  booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP)},
  year = {2017},
  dataset = {https://nlp.stanford.edu/projects/tacred/},
}

TAC

Stanford at TAC KBP 2017: Building a Trilingual Relational Knowledge Graph.

Arun Tejasvi Chaganty , Ashwin Paranjape , Jason Bolton , and 7 more authors

In Text Analysis Conference , 2017

Bib HTML

@inproceedings{chaganty2017stanford,
  title = {Stanford at {TAC} {KBP} 2017: Building a Trilingual Relational Knowledge Graph.},
  author = {Chaganty, Arun Tejasvi and Paranjape, Ashwin and Bolton, Jason and Lamm, Matthew and Lei, Jinhao and See, Abigail and Clark, Kevin and Zhang, Yuhao and Qi, Peng and Manning, Christopher D},
  booktitle = {Text Analysis Conference},
  year = {2017},
}

2016

TAC

Stanford at TAC KBP 2016: Sealing Pipeline Leaks and Understanding Chinese.

Yuhao Zhang, Arun Tejasvi Chaganty , Ashwin Paranjape , and 4 more authors

In Text Analysis Conference , 2016

Bib HTML

@inproceedings{zhang2016stanford,
  title = {Stanford at {TAC} {KBP} 2016: Sealing Pipeline Leaks and Understanding {C}hinese.},
  author = {Zhang, Yuhao and Chaganty, Arun Tejasvi and Paranjape, Ashwin and Chen, Danqi and Bolton, Jason and Qi, Peng and Manning, Christopher D},
  booktitle = {Text Analysis Conference},
  year = {2016},
}

2015

CHI

Helping Users Bootstrap Ontologies: An Empirical Investigation

Yuhao Zhang, Tania Tudorache , Matthew Horridge , and 1 more author

In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (CHI) , 2015

Bib

@inproceedings{zhang2015helping,
  title = {Helping Users Bootstrap Ontologies: An Empirical Investigation},
  author = {Zhang, Yuhao and Tudorache, Tania and Horridge, Matthew and Musen, Mark A},
  booktitle = {Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (CHI)},
  year = {2015},
}