Jianpeng Cheng

According to our database, Jianpeng Cheng authored at least 19 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

TTE-Flash: Accelerating Reasoning-based Multimodal Representations via Think-Then-Embed Tokens.

Jianpeng Cheng, Xian Wu, Jiangfan Zhang, Wentao Bao, Chaitanya Ahuja, Shlok Kumar Mishra, Hanchao Yu, Yang Gao, Fan Xia, Qi Guo, Shaodan Zhai, Xiangjun Fan, Jun Xiao

CoRR, May, 2026

Reason to Contrast: A Cascaded Multimodal Retrieval Framework.

Xuanming Cui, Hong-You Chen, Hao Yu, Hao Yuan, Zihao Wang, Shlok Kumar Mishra, Hanchao Yu, Yonghuan Yang, Jun Xiao, Ser-Nam Lim, Jianpeng Cheng, Qi Guo, Xiangjun Fan

CoRR, February, 2026

Xray-Visual Models: Scaling Vision models on Industry Scale Data.

Shlok Mishra, Tsung-Yu Lin, Linda Wang, Hongli Xu, Yimin Liu, Michael Hsu, Chaitanya Ahuja, Hao Yuan, Jianpeng Cheng, Hong-you Chen, Haoyuan Xu, Chao Li, Abhijeet Awasthi, Jihye Moon, Don Husa, Michael Ge, Sumedha Singla, Arkabandhu Chowdhury, Phong Dingh, Satya Narayan Shukla, Yonghuan Yang, David Jacobs, Qi Guo, Jun Xiao, Xiangjun Fan, Aashu Singh

CoRR, February, 2026

Principled Synthetic Data Enables the First Scaling Laws for LLMs in Recommendation.

Benyu Zhang, Qiang Zhang, Jianpeng Cheng, Hong-You Chen, Qifei Wang, Wei Sun, Shen Li, Jia Li, Jiahao Wu, Xiangjun Fan, Hong Yan

CoRR, February, 2026

2025

Think Then Embed: Generative Context Improves Multimodal Embedding.

Xuanming Cui, Jianpeng Cheng, Hong-you Chen, Satya Narayan Shukla, Abhijeet Awasthi, Xichen Pan, Chaitanya Ahuja, Shlok Kumar Mishra, Yonghuan Yang, Jun Xiao, Qi Guo, Ser-Nam Lim, Aashu Singh, Xiangjun Fan

CoRR, October, 2025

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback.

Alexandru Coca, Bo-Hsiang Tseng, Peter Boothroyd, Jianpeng Cheng, Zhenxing Zhang, Mark Gaynor, Joe Stacey, Tristan Guigue, Héctor Martínez Alonso, Diarmuid Ó Séaghdha, Anders Johannsen

Proceedings of the 26th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2025

ASPERA: A Simulated Environment to Evaluate Planning for Complex Action Execution.

Alexandru Coca, Mark Gaynor, Zhenxing Zhang, Jianpeng Cheng, Bo-Hsiang Tseng, Peter Boothroyd, Héctor Martínez Alonso, Diarmuid Ó Séaghdha, Anders Johannsen

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2020

A Generative Model for Joint Natural Language Understanding and Generation.

Bo-Hsiang Tseng, Jianpeng Cheng, Yimai Fang, David Vandyke

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Lifecycle of neural semantic parsing

Jianpeng Cheng

PhD thesis, 2019

Learning an Executable Neural Semantic Parser.

Jianpeng Cheng, Siva Reddy, Vijay A. Saraswat, Mirella Lapata

Comput. Linguistics, 2019

Dependency Grammar Induction with a Neural Variational Transition-Based Parser.

Bowen Li, Jianpeng Cheng, Yang Liu, Frank Keller

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Building a Neural Semantic Parser from a Domain Ontology.

Jianpeng Cheng, Siva Reddy, Mirella Lapata

CoRR, 2018

Weakly-Supervised Neural Semantic Parsing with a Generative Ranker.

Jianpeng Cheng, Mirella Lapata

Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

2017

Edina: Building an Open Domain Socialbot with Self-dialogues.

Ben Krause, Marco Damonte, Mihai Dobre, Daniel Duma, Joachim Fainberg, Federico Fancellu, Emmanuel Kahembwe, Jianpeng Cheng, Bonnie L. Webber

CoRR, 2017

Dependency Parsing as Head Selection.

Xingxing Zhang, Jianpeng Cheng, Mirella Lapata

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Learning Structured Natural Language Representations for Semantic Parsing.

Jianpeng Cheng, Siva Reddy, Vijay A. Saraswat, Mirella Lapata

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

A Generative Parser with a Discriminative Recognition Algorithm.

Jianpeng Cheng, Adam Lopez, Mirella Lapata

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Long Short-Term Memory-Networks for Machine Reading.

Jianpeng Cheng, Li Dong, Mirella Lapata

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Neural Summarization by Extracting Sentences and Words.

Jianpeng Cheng, Mirella Lapata

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016