LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error
Boshi Wang, Hao Fang, Jason Eisner, Ben Van Durme, Yu Su
arXiv: Computation and Language | March 2024
Publications
Publications by Year
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Privacy-Preserving Domain Adaptation of Semantic Parsers
Fatemehsadat Mireshghallah, Yu Su, Richard Shin, Tatsunori Hashimoto, Jason Eisner
ACL 2023 | July 2023
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When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems
Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Ben Van Durme, Jason Eisner, Yu Su
EMNLP 2022 | December 2022
Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion
Chen Zhao, Yu Su, Adam Pauls, Emmanouil Antonios Platanios
ACL 2022 | May 2022
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Compositional Generalization for Natural Language Interfaces
Saghar Hosseini, Ahmed Awadallah, Yu Su
arXiv: Computation and Language | December 2021
RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education Systems
Weibo Gao, Qi Liu, Zhenya Huang, Yu Yin, Haoyang Bi, Mu Chun Wang, Jianhui Ma, Shijin Wang, Yu Su
July 2021
Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention
Pengcheng Yin, Hao Fang, Graham Neubig, Adam Pauls, Emmanouil Antonios Platanios, Yu Su, Sam Thomson, Jacob Andreas
NAACL 2021 | June 2021
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Task-Oriented Dialogue as Dataflow Synthesis
Jacob Andreas, John Bufe, David Burkett, Charles Chen, Josh Clausman, Jean Crawford, Kate Crim, Jordan DeLoach, Leah Dorner, Jason Eisner, Hao Fang, Alan Guo, David Hall, Kristin Hayes, Kellie Hill, Diana Ho, Wendy Iwaszuk, Smriti Jha, Dan Klein, Jayant Krishnamurthy, Theo Lanman, Percy Liang, Christopher H. Lin, Ilya Lintsbakh, Andy McGovern, Aleksandr Nisnevich, Adam Pauls, Dmitrij Petters, Brent Read, Dan Roth, Subhro Roy, Jesse Rusak, Beth Short, Div Slomin, Benjamin Snyder, Stephon Striplin, Yu Su, Zachary Tellman, Sam Thomson, Andrei Vorobev, Izabela Witoszko, Jason Wolfe, Abby Wray, Yuchen Zhang, Alexander Zotov
Transactions of the Association for Computational Linguistics | September 2020, Vol 8: pp. 556-571
Publications by Research Area
-
LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error
Boshi Wang, Hao Fang, Jason Eisner, Ben Van Durme, Yu Su
arXiv: Computation and Language | March 2024
Privacy-Preserving Domain Adaptation of Semantic Parsers
Fatemehsadat Mireshghallah, Yu Su, Richard Shin, Tatsunori Hashimoto, Jason Eisner
ACL 2023 | July 2023
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems
Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Ben Van Durme, Jason Eisner, Yu Su
EMNLP 2022 | December 2022
Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion
Chen Zhao, Yu Su, Adam Pauls, Emmanouil Antonios Platanios
ACL 2022 | May 2022
Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention
Pengcheng Yin, Hao Fang, Graham Neubig, Adam Pauls, Emmanouil Antonios Platanios, Yu Su, Sam Thomson, Jacob Andreas
NAACL 2021 | June 2021
Task-Oriented Dialogue as Dataflow Synthesis
Jacob Andreas, John Bufe, David Burkett, Charles Chen, Josh Clausman, Jean Crawford, Kate Crim, Jordan DeLoach, Leah Dorner, Jason Eisner, Hao Fang, Alan Guo, David Hall, Kristin Hayes, Kellie Hill, Diana Ho, Wendy Iwaszuk, Smriti Jha, Dan Klein, Jayant Krishnamurthy, Theo Lanman, Percy Liang, Christopher H. Lin, Ilya Lintsbakh, Andy McGovern, Aleksandr Nisnevich, Adam Pauls, Dmitrij Petters, Brent Read, Dan Roth, Subhro Roy, Jesse Rusak, Beth Short, Div Slomin, Benjamin Snyder, Stephon Striplin, Yu Su, Zachary Tellman, Sam Thomson, Andrei Vorobev, Izabela Witoszko, Jason Wolfe, Abby Wray, Yuchen Zhang, Alexander Zotov
Transactions of the Association for Computational Linguistics | September 2020, Vol 8: pp. 556-571
-
Privacy-Preserving Domain Adaptation of Semantic Parsers
Fatemehsadat Mireshghallah, Yu Su, Richard Shin, Tatsunori Hashimoto, Jason Eisner
ACL 2023 | July 2023
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems
Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Ben Van Durme, Jason Eisner, Yu Su
EMNLP 2022 | December 2022
Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion
Chen Zhao, Yu Su, Adam Pauls, Emmanouil Antonios Platanios
ACL 2022 | May 2022
Compositional Generalization for Natural Language Interfaces
Saghar Hosseini, Ahmed Awadallah, Yu Su
arXiv: Computation and Language | December 2021
Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention
Pengcheng Yin, Hao Fang, Graham Neubig, Adam Pauls, Emmanouil Antonios Platanios, Yu Su, Sam Thomson, Jacob Andreas
NAACL 2021 | June 2021
-
RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education Systems
Weibo Gao, Qi Liu, Zhenya Huang, Yu Yin, Haoyang Bi, Mu Chun Wang, Jianhui Ma, Shijin Wang, Yu Su
July 2021
Publications by Type
-
LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error
Boshi Wang, Hao Fang, Jason Eisner, Ben Van Durme, Yu Su
arXiv: Computation and Language | March 2024
Compositional Generalization for Natural Language Interfaces
Saghar Hosseini, Ahmed Awadallah, Yu Su
arXiv: Computation and Language | December 2021
Task-Oriented Dialogue as Dataflow Synthesis
Jacob Andreas, John Bufe, David Burkett, Charles Chen, Josh Clausman, Jean Crawford, Kate Crim, Jordan DeLoach, Leah Dorner, Jason Eisner, Hao Fang, Alan Guo, David Hall, Kristin Hayes, Kellie Hill, Diana Ho, Wendy Iwaszuk, Smriti Jha, Dan Klein, Jayant Krishnamurthy, Theo Lanman, Percy Liang, Christopher H. Lin, Ilya Lintsbakh, Andy McGovern, Aleksandr Nisnevich, Adam Pauls, Dmitrij Petters, Brent Read, Dan Roth, Subhro Roy, Jesse Rusak, Beth Short, Div Slomin, Benjamin Snyder, Stephon Striplin, Yu Su, Zachary Tellman, Sam Thomson, Andrei Vorobev, Izabela Witoszko, Jason Wolfe, Abby Wray, Yuchen Zhang, Alexander Zotov
Transactions of the Association for Computational Linguistics | September 2020, Vol 8: pp. 556-571
-
Privacy-Preserving Domain Adaptation of Semantic Parsers
Fatemehsadat Mireshghallah, Yu Su, Richard Shin, Tatsunori Hashimoto, Jason Eisner
ACL 2023 | July 2023
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems
Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Ben Van Durme, Jason Eisner, Yu Su
EMNLP 2022 | December 2022
Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion
Chen Zhao, Yu Su, Adam Pauls, Emmanouil Antonios Platanios
ACL 2022 | May 2022
Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention
Pengcheng Yin, Hao Fang, Graham Neubig, Adam Pauls, Emmanouil Antonios Platanios, Yu Su, Sam Thomson, Jacob Andreas
NAACL 2021 | June 2021
-
RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education Systems
Weibo Gao, Qi Liu, Zhenya Huang, Yu Yin, Haoyang Bi, Mu Chun Wang, Jianhui Ma, Shijin Wang, Yu Su
July 2021