🧑‍🔬 Zhongqiang Huang

🏛️ Affiliations

🎓Huazhong Agricultural UniversityWuhan · China2021–2025 · 11 paperscurrent🏢Alibaba DAMO AcademyHangzhou · China2020–2024 · 18 papers🏢Alibaba GroupHangzhou · China2019–2022 · 18 papers🏢Alibaba GroupGeorge Town · Cayman Islands2020–2021 · 10 papers🎓University of Chinese Academy of SciencesBeijing · China2020–2021 · 10 papers🏛️Chinese Academy of SciencesBeijing · China2020–2021 · 8 papers🔬Shanghai Institute of Microsystem and Information TechnologyShanghai · China2020–2021 · 8 papers🎓University of Maryland, College ParkCollege Park · United States2009–2011 · 8 papers🎓Purdue University West LafayetteWest Lafayette · United States2006–2007 · 7 papers🎓Xiamen UniversityXiamen · China2014–2018 · 5 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 more institutions on single bylines are not listed.

🧭 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📅 Works by year

2020s

2010s

📄 Papers

The most cited first (OpenAlex and our library).

1. Fast and Robust Neural Network Joint Models for Statistical Machine Translation (2014 · 668 citations)
   The paper tackles a long-standing gap in statistical MT. Neural language models helped translation, but they were too slow to run inside the decoder and usually ignored the source sentence. The authors propose a neural network joint model (NNJM): a feed-forward network in the style of Bengio et al. (2003) that…
2. Automated Concatenation of Embeddings for Structured Prediction (2021 · 206 citations)
   Concatenating several kinds of word embeddings (contextual ones like BERT, XLM-R, ELMo and Flair, plus static word and character vectors) often helps structured prediction.
3. Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning (2021 · 205 citations)
   Many NER inputs, such as tweets, search queries and product comments, are short and have no surrounding document.

All works

5 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

1. Fast and Robust Neural Network Joint Models for Statistical Machine TranslationJacob Devlin, Rabih Zbib, Zhongqiang Huang, et al.Annual Meeting of the Association for… · 668 citations
2. Automated Concatenation of Embeddings for Structured PredictionXinyu Wang, Yong Jiang, Nguyen Bach, et al.Annual Meeting of the Association for… · 206 citations
3. Improving Named Entity Recognition by External Context Retrieving and Cooperative LearningXinyu Wang, Yong Jiang, Nguyen Bach, et al.Annual Meeting of the Association for… · 205 citations
4. Soft Syntactic Constraints for Hierarchical Phrase-Based Translation Using Latent Syntactic Distributions (original ↗)Zhongqiang Huang, Martin Čmejrek, Bowen Zhou2010 · Proceedings of the 2010 Conference on Empirical… · 49 citations · no summary yet
5. Factored Soft Source Syntactic Constraints for Hierarchical Machine Translation (original ↗)Zhongqiang Huang, Jacob Devlin, Rabih Zbib2013 · Proceedings of the 2013 Conference on Empirical… · 23 citations · no summary yet

🤝 Co-authors here

10 co-authors with a page, the most papers together first.

• Fei Huang ×2
• Kewei Tu ×2
• Nguyen Bach ×2
• Tao Wang ×2
• Xinyu Wang ×2
• Yong Jiang ×2
• Jacob Devlin
• John Makhoul
• Rabih Zbib
• Richard Schwartz

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Annual Meeting of the Association for Computational… ×3: 2021 ×2, 2014
• Proceedings of the 2010 Conference on Empirical Methods in… ×2

🔗 Cited by

Papers of our library cite their works 343 times (of the 141,840 papers whose bibliographies we read); 27 citing papers with a page here →.

Updated 24 October 2026

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