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Silei Xu
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Almond: The architecture of an open, crowdsourced, privacy-preserving, programmable virtual assistant
G Campagna, R Ramesh, S Xu, M Fischer, MS Lam
Proceedings of the 26th International Conference on World Wide Web, 341-350, 2017
1272017
Genie: A generator of natural language semantic parsers for virtual assistant commands
G Campagna, S Xu, M Moradshahi, R Socher, MS Lam
Proceedings of the 40th ACM SIGPLAN Conference on Programming Language …, 2019
712019
Single disk failure recovery for X-code-based parallel storage systems
S Xu, R Li, PPC Lee, Y Zhu, L Xiang, Y Xu, JCS Lui
IEEE Transactions on Computers 63 (4), 995-1007, 2013
632013
AutoQA: From databases to QA semantic parsers with only synthetic training data
S Xu, S Semnani, G Campagna, M Lam
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
452020
Controlling fine-grain sharing in natural language with a virtual assistant
G Campagna, S Xu, R Ramesh, M Fischer, MS Lam
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2018
242018
Schema2qa: High-quality and low-cost q&a agents for the structured web
S Xu, G Campagna, J Li, MS Lam
Proceedings of the 29th ACM International Conference on Information …, 2020
202020
Localizing open-ontology QA semantic parsers in a day using machine translation
M Moradshahi, G Campagna, SJ Semnani, S Xu, MS Lam
arXiv preprint arXiv:2010.05106, 2020
202020
Fine-tuned LLMs know more, hallucinate less with few-shot sequence-to-sequence semantic parsing over Wikidata
S Xu, S Liu, T Culhane, E Pertseva, MH Wu, SJ Semnani, MS Lam
arXiv preprint arXiv:2305.14202, 2023
122023
A few-shot semantic parser for Wizard-of-Oz dialogues with the precise ThingTalk representation
G Campagna, SJ Semnani, R Kearns, LJK Sato, S Xu, MS Lam
arXiv preprint arXiv:2009.07968, 2020
112020
Brassau: automatic generation of graphical user interfaces for virtual assistants
M Fischer, G Campagna, S Xu, MS Lam
Proceedings of the 20th International Conference on Human-Computer …, 2018
102018
Product selection problem: improve market share by learning consumer behavior
S Xu, JCS Lui
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
92014
Thingtalk: an extensible, executable representation language for task-oriented dialogues
MS Lam, G Campagna, M Moradshahi, SJ Semnani, S Xu
arXiv preprint arXiv:2203.12751, 2022
72022
Protecting privacy and open competition with Almond: An open-source virtual assistant
MS Lam, G Campagna, S Xu, M Fischer, M Moradshahi
XRDS: Crossroads, The ACM Magazine for Students 26 (1), 40-44, 2019
72019
Brassau: Automatically generating graphical user interfaces for virtual assistants
M Fischer, G Campagna, S Xu, MS Lam
Proceedings of the 20th International Conference on Human-Computer …, 2018
62018
Schema2qa: Answering complex queries on the structured web with a neural model
S Xu, G Campagna, J Li, MS Lam
arXiv preprint arXiv:2001.05609, 2020
52020
Complementing GPT-3 with few-shot sequence-to-sequence semantic parsing over Wikidata
S Xu, T Culhane, MH Wu, SJ Semnani, MS Lam
arXiv preprint arXiv:2305.14202, 2023
42023
A provable algorithmic approach to product selection problems for market entry and sustainability
S Xu, Y Lin, H Xie, JCS Lui
Proceedings of the 26th International Conference on Scientific and …, 2014
32014
Almond
G Campagna, R Ramesh, S Xu, M Fischer, MS Lam
Proceedings of the 26th International Conference on World Wide Web, 2017
12017
WPO: Enhancing RLHF with Weighted Preference Optimization
CZ Wenxuan Zhou, Ravi Agrawal, Shujian Zhang, Sathish Reddy Indurthi ...
arXiv preprint arXiv:2406.11827, 2024
2024
Question Answering Over the Semantic Web with Neural Semantic Parsing
S Xu
Stanford University, 2023
2023
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