Patrick Xia

Senior Reseacher

Publications

Afficher par:

- Language-to-Code Translation with a Single Labeled Example
  
  Kaj Bostrom, Harsh Jhamtani, Hao Fang, Sam Thomson, Richard Shin, Patrick Xia, Ben Van Durme, Jason Eisner, Jacob Andreas
  
  EMNLP | November 2024
  
  Publication
- Learning to Retrieve Iteratively for In-Context Learning
  
  Yunmo Chen, Tongfei Chen, Harsh Jhamtani, Patrick Xia, Richard Shin, Jason Eisner, Ben Van Durme
  
  EMNLP | November 2024
  
  Outstanding Paper Award
  
  Publication
- Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass
  
  Tong Chen, Hao Fang, Patrick Xia, Xiaodong Liu, Ben Van Durme, Luke Zettlemoyer, Jianfeng Gao, Hao Cheng
  
  ICLR 2025 | November 2024
  
  DOI Publication Publication
- Multi-Field Adaptive Retrieval
  
  Millicent Li, Tongfei Chen, Ben Van Durme, Patrick Xia
  
  ICLR 2025 | October 2024
  
  Spotlight
  
  DOI Publication Publication
- Natural Language Decomposition and Interpretation of Complex Utterances
  
  Harsh Jhamtani, Hao Fang, Patrick Xia, Eran Levy, Jacob Andreas, Ben Van Durme
  
  IJCAI 2024 | August 2024
  
  DOI Publication
- Interpreting User Requests in the Context of Natural Language Standing Instructions
  
  Nikita Moghe, Patrick Xia, Jacob Andreas, Jason Eisner, Ben Van Durme, Harsh Jhamtani
  
  NAACL | June 2024
  
  Publication
- Few-Shot Adaptation for Parsing Contextual Utterances with LLMs
  
  Kevin Lin, Patrick Xia, Hao Fang
  
  Findings of IJCNLP-AACL 2023 | November 2023
  
  Preprint
- SCREWS: A Modular Framework for Reasoning with Revisions
  
  Kumar Shridhar, Harsh Jhamtani, Hao Fang, Ben Van Durme, Jason Eisner, Patrick Xia
  
  arXiv: Computation and Language | September 2023
  
  Preprint

- Language-to-Code Translation with a Single Labeled Example
  
  Kaj Bostrom, Harsh Jhamtani, Hao Fang, Sam Thomson, Richard Shin, Patrick Xia, Ben Van Durme, Jason Eisner, Jacob Andreas
  
  EMNLP | November 2024
  
  Publication
- Learning to Retrieve Iteratively for In-Context Learning
  
  Yunmo Chen, Tongfei Chen, Harsh Jhamtani, Patrick Xia, Richard Shin, Jason Eisner, Ben Van Durme
  
  EMNLP | November 2024
  
  Outstanding Paper Award
  
  Publication
- Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass
  
  Tong Chen, Hao Fang, Patrick Xia, Xiaodong Liu, Ben Van Durme, Luke Zettlemoyer, Jianfeng Gao, Hao Cheng
  
  ICLR 2025 | November 2024
  
  DOI Publication Publication
- Multi-Field Adaptive Retrieval
  
  Millicent Li, Tongfei Chen, Ben Van Durme, Patrick Xia
  
  ICLR 2025 | October 2024
  
  Spotlight
  
  DOI Publication Publication
- Natural Language Decomposition and Interpretation of Complex Utterances
  
  Harsh Jhamtani, Hao Fang, Patrick Xia, Eran Levy, Jacob Andreas, Ben Van Durme
  
  IJCAI 2024 | August 2024
  
  DOI Publication
- Interpreting User Requests in the Context of Natural Language Standing Instructions
  
  Nikita Moghe, Patrick Xia, Jacob Andreas, Jason Eisner, Ben Van Durme, Harsh Jhamtani
  
  NAACL | June 2024
  
  Publication
- Few-Shot Adaptation for Parsing Contextual Utterances with LLMs
  
  Kevin Lin, Patrick Xia, Hao Fang
  
  Findings of IJCNLP-AACL 2023 | November 2023
  
  Preprint
- SCREWS: A Modular Framework for Reasoning with Revisions
  
  Kumar Shridhar, Harsh Jhamtani, Hao Fang, Ben Van Durme, Jason Eisner, Patrick Xia
  
  arXiv: Computation and Language | September 2023
  
  Preprint
- Multi-Field Adaptive Retrieval
  
  Millicent Li, Tongfei Chen, Ben Van Durme, Patrick Xia
  
  ICLR 2025 | October 2024
  
  Spotlight
  
  DOI Publication Publication
- Language-to-Code Translation with a Single Labeled Example
  
  Kaj Bostrom, Harsh Jhamtani, Hao Fang, Sam Thomson, Richard Shin, Patrick Xia, Ben Van Durme, Jason Eisner, Jacob Andreas
  
  EMNLP | November 2024
  
  Publication
- Learning to Retrieve Iteratively for In-Context Learning
  
  Yunmo Chen, Tongfei Chen, Harsh Jhamtani, Patrick Xia, Richard Shin, Jason Eisner, Ben Van Durme
  
  EMNLP | November 2024
  
  Outstanding Paper Award
  
  Publication
- Natural Language Decomposition and Interpretation of Complex Utterances
  
  Harsh Jhamtani, Hao Fang, Patrick Xia, Eran Levy, Jacob Andreas, Ben Van Durme
  
  IJCAI 2024 | August 2024
  
  DOI Publication
- SCREWS: A Modular Framework for Reasoning with Revisions
  
  Kumar Shridhar, Harsh Jhamtani, Hao Fang, Ben Van Durme, Jason Eisner, Patrick Xia
  
  arXiv: Computation and Language | September 2023
  
  Preprint

- Language-to-Code Translation with a Single Labeled Example
  
  Kaj Bostrom, Harsh Jhamtani, Hao Fang, Sam Thomson, Richard Shin, Patrick Xia, Ben Van Durme, Jason Eisner, Jacob Andreas
  
  EMNLP | November 2024
  
  Publication
- Learning to Retrieve Iteratively for In-Context Learning
  
  Yunmo Chen, Tongfei Chen, Harsh Jhamtani, Patrick Xia, Richard Shin, Jason Eisner, Ben Van Durme
  
  EMNLP | November 2024
  
  Outstanding Paper Award
  
  Publication
- Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass
  
  Tong Chen, Hao Fang, Patrick Xia, Xiaodong Liu, Ben Van Durme, Luke Zettlemoyer, Jianfeng Gao, Hao Cheng
  
  ICLR 2025 | November 2024
  
  DOI Publication Publication
- Multi-Field Adaptive Retrieval
  
  Millicent Li, Tongfei Chen, Ben Van Durme, Patrick Xia
  
  ICLR 2025 | October 2024
  
  Spotlight
  
  DOI Publication Publication
- Natural Language Decomposition and Interpretation of Complex Utterances
  
  Harsh Jhamtani, Hao Fang, Patrick Xia, Eran Levy, Jacob Andreas, Ben Van Durme
  
  IJCAI 2024 | August 2024
  
  DOI Publication
- Interpreting User Requests in the Context of Natural Language Standing Instructions
  
  Nikita Moghe, Patrick Xia, Jacob Andreas, Jason Eisner, Ben Van Durme, Harsh Jhamtani
  
  NAACL | June 2024
  
  Publication
- Few-Shot Adaptation for Parsing Contextual Utterances with LLMs
  
  Kevin Lin, Patrick Xia, Hao Fang
  
  Findings of IJCNLP-AACL 2023 | November 2023
  
  Preprint
- SCREWS: A Modular Framework for Reasoning with Revisions
  
  Kumar Shridhar, Harsh Jhamtani, Hao Fang, Ben Van Durme, Jason Eisner, Patrick Xia
  
  arXiv: Computation and Language | September 2023
  
  Preprint

Patrick Xia

Publications

Language-to-Code Translation with a Single Labeled Example

Learning to Retrieve Iteratively for In-Context Learning

Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass

Multi-Field Adaptive Retrieval

Natural Language Decomposition and Interpretation of Complex Utterances

Interpreting User Requests in the Context of Natural Language Standing Instructions

Few-Shot Adaptation for Parsing Contextual Utterances with LLMs

SCREWS: A Modular Framework for Reasoning with Revisions

Language-to-Code Translation with a Single Labeled Example

Learning to Retrieve Iteratively for In-Context Learning

Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass

Multi-Field Adaptive Retrieval

Natural Language Decomposition and Interpretation of Complex Utterances

Interpreting User Requests in the Context of Natural Language Standing Instructions

Few-Shot Adaptation for Parsing Contextual Utterances with LLMs

SCREWS: A Modular Framework for Reasoning with Revisions

Multi-Field Adaptive Retrieval

Language-to-Code Translation with a Single Labeled Example

Learning to Retrieve Iteratively for In-Context Learning

Natural Language Decomposition and Interpretation of Complex Utterances

SCREWS: A Modular Framework for Reasoning with Revisions

Language-to-Code Translation with a Single Labeled Example

Learning to Retrieve Iteratively for In-Context Learning

Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass

Multi-Field Adaptive Retrieval

Natural Language Decomposition and Interpretation of Complex Utterances

Interpreting User Requests in the Context of Natural Language Standing Instructions

Few-Shot Adaptation for Parsing Contextual Utterances with LLMs

SCREWS: A Modular Framework for Reasoning with Revisions