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ORCIDYichao Zhou 0001
Person information
- affiliation: Google, Mountain View, USA
- affiliation (PhD 2021): University of California, Los Angeles, Department of Computer Science, CA, USA
Other persons with the same name
- Yichao Zhou — disambiguation page
- Yichao Zhou 0002
![[0000-0003-3067-7963]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-3067-7963")
— Beijing University of Technology, Beijing Key Laboratory of Computational Intelligence and Intelligent System, China - Yichao Zhou 0003 — University of California, Berkeley, USA,
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Books and Theses
- 2021
[b1]Yichao Zhou:
Learning Robust Representations for Low-resource Information Extraction. University of California, Los Angeles, USA, 2021
Conference and Workshop Papers
- 2025
- [c19]Eunjeong Hwang, Yichao Zhou, Beliz Gunel, James Bradley Wendt, Sandeep Tata:
SUMIE: A Synthetic Benchmark for Incremental Entity Summarization. COLING 2025: 10839-10864 - 2024
- [c18]Eunjeong Hwang, Yichao Zhou, James B. Wendt, Beliz Gunel, Nguyen Vo, Jing Xie, Sandeep Tata:
Enhancing Incremental Summarization with Structured Representations. EMNLP (Findings) 2024: 3830-3842 - [c17]Jing Xie, James B. Wendt, Yichao Zhou, Seth Ebner, Sandeep Tata:
FieldSwap: Data Augmentation for Effective Form-Like Document Extraction. ICDE 2024: 4722-4732 - 2023
- [c16]Yichao Zhou, James B. Wendt, Navneet Potti, Jing Xie, Sandeep Tata:
Selective Labeling: How to Radically Lower Data-Labeling Costs for Document Extraction Models. EMNLP 2023: 3847-3860 - [c15]Zilong Wang, Yichao Zhou, Wei Wei, Chen-Yu Lee, Sandeep Tata:
VRDU: A Benchmark for Visually-rich Document Understanding. KDD 2023: 5184-5193 - 2022
- [c14]Xiusi Chen, Jyun-Yu Jiang, Kun Jin, Yichao Zhou, Mingyan Liu, P. Jeffrey Brantingham, Wei Wang:
ReLiable: Offline Reinforcement Learning for Tactical Strategies in Professional Basketball Games. CIKM 2022: 3023-3032 - [c13]Yichao Zhou, Ying Sheng, Nguyen Vo, Nick Edmonds, Sandeep Tata:
Learning Transferable Node Representations for Attribute Extraction from Web Documents. WSDM 2022: 1479-1487 - 2021
- [c12]Yichao Zhou, Yu Yan, Rujun Han, J. Harry Caufield, Kai-Wei Chang, Yizhou Sun, Peipei Ping, Wei Wang:
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference. AAAI 2021: 14647-14655 - [c11]Yichao Zhou, Jyun-Yu Jiang, Xiusi Chen, Wei Wang:
#StayHome or #Marathon?: Social Media Enhanced Pandemic Surveillance on Spatial-temporal Dynamic Graphs. CIKM 2021: 2738-2748 - [c10]Yichao Zhou, Wei-Ting Chen, Bowen Zhang, David Lee, J. Harry Caufield, Kai-Wei Chang, Yizhou Sun, Peipei Ping, Wei Wang:
CREATe: Clinical Report Extraction and Annotation Technology. ICDE 2021: 2677-2680 - 2020
- [c9]Yichao Zhou, Jyun-Yu Jiang, Jieyu Zhao, Kai-Wei Chang, Wei Wang:
"The Boating Store Had Its Best Sail Ever": Pronunciation-attentive Contextualized Pun Recognition. ACL 2020: 813-822 - [c8]Shaunak Mishra, Manisha Verma, Yichao Zhou, Kapil Thadani, Wei Wang:
Learning to Create Better Ads: Generation and Ranking Approaches for Ad Creative Refinement. CIKM 2020: 2653-2660 - [c7]Rujun Han, Yichao Zhou, Nanyun Peng:
Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction. EMNLP (1) 2020: 5717-5729 - [c6]Cheng Zheng, Jyun-Yu Jiang, Yichao Zhou, Sean D. Young, Wei Wang:
Social Media User Geolocation via Hybrid Attention. SIGIR 2020: 1641-1644 - [c5]Yichao Zhou, Shaunak Mishra, Manisha Verma, Narayan Bhamidipati, Wei Wang:
Recommending Themes for Ad Creative Design via Visual-Linguistic Representations. WWW 2020: 2521-2527 - 2019
- [c4]Yichao Zhou, Jyun-Yu Jiang, Kai-Wei Chang, Wei Wang:
Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification. EMNLP/IJCNLP (1) 2019: 4903-4912 - [c3]Yichao Zhou, Shaunak Mishra, Jelena Gligorijevic, Tarun Bhatia, Narayan Bhamidipati:
Understanding Consumer Journey using Attention based Recurrent Neural Networks. KDD 2019: 3102-3111 - 2018
- [c2]Jieyu Zhao, Yichao Zhou, Zeyu Li, Wei Wang, Kai-Wei Chang:
Learning Gender-Neutral Word Embeddings. EMNLP 2018: 4847-4853 - 2017
- [c1]Patrick Tan, Yichao Zhou, Xinxin Huang, Giuseppe M. Mazzeo, Chelsea Ju:
AZTEC: A Cloud-based Computational Platform to Integrate Biomedical Resources. ICDE 2017: 1365-1366
Informal and Other Publications
- 2024
- [i18]Beliz Gunel, James B. Wendt, Jing Xie, Yichao Zhou, Nguyen Vo, Zachary Fisher, Sandeep Tata:
STRUM-LLM: Attributed and Structured Contrastive Summarization. CoRR abs/2403.19710 (2024) - [i17]Eunjeong Hwang, Yichao Zhou, Beliz Gunel, James Bradley Wendt, Sandeep Tata:
SUMIE: A Synthetic Benchmark for Incremental Entity Summarization. CoRR abs/2406.05079 (2024) - [i16]Eunjeong Hwang, Yichao Zhou, James Bradley Wendt, Beliz Gunel, Nguyen Vo, Jing Xie, Sandeep Tata:
Enhancing Incremental Summarization with Structured Representations. CoRR abs/2407.15021 (2024) - 2022
- [i15]Yichao Zhou, James B. Wendt, Navneet Potti, Jing Xie, Sandeep Tata:
Radically Lower Data-Labeling Costs for Visually Rich Document Extraction Models. CoRR abs/2210.16391 (2022) - [i14]Zilong Wang, Yichao Zhou, Wei Wei, Chen-Yu Lee, Sandeep Tata:
A Benchmark for Structured Extractions from Complex Documents. CoRR abs/2211.15421 (2022) - [i13]Jing Xie, James B. Wendt, Yichao Zhou, Seth Ebner, Sandeep Tata:
An Augmentation Strategy for Visually Rich Documents. CoRR abs/2212.10047 (2022) - 2021
- [i12]Yichao Zhou, Ying Sheng, Nguyen Vo, Nick Edmonds, Sandeep Tata:
Simplified DOM Trees for Transferable Attribute Extraction from the Web. CoRR abs/2101.02415 (2021) - [i11]Yichao Zhou, Wei-Ting Chen, Bowen Zhang, David Lee, J. Harry Caufield, Kai-Wei Chang, Yizhou Sun, Peipei Ping, Wei Wang:
CREATe: Clinical Report Extraction and Annotation Technology. CoRR abs/2103.00562 (2021) - [i10]Yichao Zhou, Chelsea Ju, J. Harry Caufield, Kevin Shih, Calvin Yu-Chian Chen, Yizhou Sun, Kai-Wei Chang, Peipei Ping, Wei Wang:
Clinical Named Entity Recognition using Contextualized Token Representations. CoRR abs/2106.12608 (2021) - [i9]Yichao Zhou, Jyun-Yu Jiang, Xiusi Chen, Wei Wang:
#StayHome or #Marathon? Social Media Enhanced Pandemic Surveillance on Spatial-temporal Dynamic Graphs. CoRR abs/2108.03670 (2021) - 2020
- [i8]Yichao Zhou, Shaunak Mishra, Manisha Verma, Narayan Bhamidipati, Wei Wang:
Recommending Themes for Ad Creative Design via Visual-Linguistic Representations. CoRR abs/2001.07194 (2020) - [i7]Yichao Zhou, Jyun-Yu Jiang, Jieyu Zhao, Kai-Wei Chang, Wei Wang:
"The Boating Store Had Its Best Sail Ever": Pronunciation-attentive Contextualized Pun Recognition. CoRR abs/2004.14457 (2020) - [i6]Shaunak Mishra, Manisha Verma, Yichao Zhou, Kapil Thadani, Wei Wang:
Learning to Create Better Ads: Generation and Ranking Approaches for Ad Creative Refinement. CoRR abs/2008.07467 (2020) - [i5]Rujun Han, Yichao Zhou, Nanyun Peng:
Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction. CoRR abs/2009.07373 (2020) - [i4]Yichao Zhou, Yu Yan, Rujun Han, J. Harry Caufield, Kai-Wei Chang, Yizhou Sun, Peipei Ping, Wei Wang:
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference. CoRR abs/2012.08790 (2020) - 2019
- [i3]Yichao Zhou, Jyun-Yu Jiang, Kai-Wei Chang, Wei Wang:
Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification. CoRR abs/1909.03084 (2019) - 2018
- [i2]Jieyu Zhao, Yichao Zhou, Zeyu Li, Wei Wang, Kai-Wei Chang:
Learning Gender-Neutral Word Embeddings. CoRR abs/1809.01496 (2018) - 2017
- [i1]Wei Wang, Brian Bleakley, Chelsea Ju, Vincent Kyi, Patrick Tan, Howard Choi, Xinxin Huang, Yichao Zhou, Justin Wood, Ding Wang, Alex Bui, Peipei Ping:
Aztec: A Platform to Render Biomedical Software Findable, Accessible, Interoperable, and Reusable. CoRR abs/1706.06087 (2017)
Coauthor Index
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