Silei Xu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 18

Top Topics

Natural Language

Semantic Parser

Graphical User Interfaces

Top Venues

Publications

Wenxuan Zhou, Ravi Agrawal, Shujian Zhang, Sathish Reddy Indurthi, Sanqiang Zhao, Kaiqiang Song, Silei Xu, Chenguang Zhu
WPO: Enhancing RLHF with Weighted Preference Optimization. CoRR (2024)
Silei Xu, Shicheng Liu, Theo Culhane, Elizaveta Pertseva, Meng-Hsi Wu, Sina J. Semnani, Monica S. Lam
Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata. EMNLP (2023)
Silei Xu, Theo Culhane, Meng-Hsi Wu, Sina J. Semnani, Monica S. Lam
Complementing GPT-3 with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata. CoRR (2023)
Monica S. Lam, Giovanni Campagna, Mehrad Moradshahi, Sina J. Semnani, Silei Xu
ThingTalk: An Extensible, Executable Representation Language for Task-Oriented Dialogues. CoRR (2022)
Giovanni Campagna, Sina J. Semnani, Ryan Kearns, Lucas Jun Koba Sato, Silei Xu, Monica S. Lam
A Few-Shot Semantic Parser for Wizard-of-Oz Dialogues with the Precise ThingTalk Representation. ACL (Findings) (2022)
Silei Xu, Giovanni Campagna, Jian Li, Monica S. Lam
Schema2QA: High-Quality and Low-Cost Q&A Agents for the Structured Web. CIKM (2020)
Silei Xu, Sina J. Semnani, Giovanni Campagna, Monica S. Lam
AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data. EMNLP (1) (2020)
Silei Xu, Sina J. Semnani, Giovanni Campagna, Monica S. Lam
AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data. CoRR (2020)
Mehrad Moradshahi, Giovanni Campagna, Sina J. Semnani, Silei Xu, Monica S. Lam
Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation. CoRR (2020)
Mehrad Moradshahi, Giovanni Campagna, Sina J. Semnani, Silei Xu, Monica S. Lam
Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation. EMNLP (1) (2020)
Silei Xu, Giovanni Campagna, Jian Li, Monica S. Lam
Schema2QA: Answering Complex Queries on the Structured Web with a Neural Model. CoRR (2020)
Giovanni Campagna, Silei Xu, Mehrad Moradshahi, Richard Socher, Monica S. Lam
Genie: A Generator of Natural Language Semantic Parsers for Virtual Assistant Commands. CoRR (2019)
Giovanni Campagna, Silei Xu, Mehrad Moradshahi, Richard Socher, Monica S. Lam
Genie: a generator of natural language semantic parsers for virtual assistant commands. PLDI (2019)
Monica S. Lam, Giovanni Campagna, Silei Xu, Michael Fischer, Mehrad Moradshahi
Protecting privacy and open competition with Almond: An open-source virtual assistant. XRDS 26 (1) (2019)
Michael Fischer, Giovanni Campagna, Silei Xu, Monica S. Lam
Brassau: automatic generation of graphical user interfaces for virtual assistants. MobileHCI (2018)
Giovanni Campagna, Silei Xu, Rakesh Ramesh, Michael Fischer, Monica S. Lam
Controlling Fine-Grain Sharing in Natural Language with a Virtual Assistant. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (3) (2018)
Giovanni Campagna, Rakesh Ramesh, Silei Xu, Michael Fischer, Monica S. Lam
Almond: The Architecture of an Open, Crowdsourced, Privacy-Preserving, Programmable Virtual Assistant. WWW (2017)
Silei Xu, John C. S. Lui
Product Selection Problem: Improve Market Share by Learning Consumer Behavior. ACM Trans. Knowl. Discov. Data 10 (4) (2016)
Silei Xu, Runhui Li, Patrick P. C. Lee, Yunfeng Zhu, Liping Xiang, Yinlong Xu, John C. S. Lui
Single Disk Failure Recovery forX-Code-Based Parallel Storage Systems. IEEE Trans. Computers 63 (4) (2014)
Silei Xu, Yishi Lin, Hong Xie, John C. S. Lui
A provable algorithmic approach to product selection problems for market entry and sustainability. SSDBM (2014)
Silei Xu, John Chi-Shing Lui
Product selection problem: improve market share by learning consumer behavior. KDD (2014)