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 | 127 | 2017 |
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 | 71 | 2019 |
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 | 63 | 2013 |
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 | 46 | 2020 |
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 | 24 | 2018 |
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 | 20 | 2020 |
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 | 20 | 2020 |
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 | 12 | 2023 |
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 | 11 | 2020 |
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 | 11 | 2018 |
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 | 9 | 2014 |
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 | 8 | 2019 |
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 | 7 | 2022 |
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 | 6 | 2018 |
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 | 5 | 2020 |
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 | 4 | 2023 |
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 | 3 | 2014 |
Almond G Campagna, R Ramesh, S Xu, M Fischer, MS Lam Proceedings of the 26th International Conference on World Wide Web, 2017 | 1 | 2017 |
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 |