Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing

7 October 2020

Xilun Chen

Asish Ghoshal

Yashar Mehdad

Luke Zettlemoyer

S. Gupta

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Papers citing "Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing"

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Title
Towards Comparable Active Learning Thorben Werner Johannes Burchert Lars Schmidt-Thieme 81 0 0 24 Feb 2025
PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding Trang Le Daniel Lazar Suyoun Kim Shan Jiang Duc Le Adithya Sagar Aleksandr Livshits Ahmed Aly Akshat Shrivastava 43 0 0 12 Jun 2024
Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text Zhun Yang Adam Ishay Joohyung Lee LRM ELM 33 51 0 15 Jul 2023
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification Mujeen Sung James Gung Elman Mansimov Nikolaos Pappas Raphael Shu Salvatore Romeo Yi Zhang Vittorio Castelli 31 7 0 24 May 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? Chengwei Qin Q. Li Ruochen Zhao Shafiq R. Joty VLM LRM 23 15 0 16 Feb 2023
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs Raphael Shu Elman Mansimov Tamer Alkhouli Nikolaos Pappas Salvatore Romeo Arshit Gupta Saab Mansour Yi Zhang Dan Roth 25 5 0 20 Dec 2022
DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue William B. Held Christopher Hidey Fei Liu Eric Zhu Rahul Goel Diyi Yang Rushin Shah 34 0 0 15 Dec 2022
Lexicon-injected Semantic Parsing for Task-Oriented Dialog Xiaojun Meng Wenlin Dai Yasheng Wang Baojun Wang Zhiyong Wu Xin Jiang Qun Liu 13 2 0 26 Nov 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 121 93 0 06 Oct 2022
Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing Yury Zemlyanskiy Michiel de Jong Joshua Ainslie Panupong Pasupat Peter Shaw Linlu Qiu Sumit Sanghai Fei Sha RALM 136 17 0 29 Sep 2022
STOP: A dataset for Spoken Task Oriented Semantic Parsing Paden Tomasello Akshat Shrivastava Daniel Lazar Po-Chun Hsu Duc Le ... Robin Algayres Tu Nguyen Emmanuel Dupoux Luke Zettlemoyer Abdel-rahman Mohamed 25 35 0 29 Jun 2022
Cross-TOP: Zero-Shot Cross-Schema Task-Oriented Parsing M. Rubino Nicolas Guenon des Mesnards Uday Shah Nan-Jiang Jiang Weiqiong Sun Konstantine Arkoudas 19 3 0 10 Jun 2022
Compositional Task-Oriented Parsing as Abstractive Question Answering Wenting Zhao Konstantine Arkoudas Weiqiong Sun Claire Cardie 26 13 0 04 May 2022
Reducing Model Jitter: Stable Re-training of Semantic Parsers in Production Environments Christopher Hidey Fei Liu Rahul Goel 24 4 0 10 Apr 2022
Learning to Generalize Compositionally by Transferring Across Semantic Parsing Tasks Wang Zhu Peter Shaw Tal Linzen Fei Sha 35 7 0 09 Nov 2021
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing Jiawei Zhou Tahira Naseem Ramón Fernández Astudillo Young-Suk Lee Radu Florian Salim Roukos 38 43 0 29 Oct 2021
The Power of Prompt Tuning for Low-Resource Semantic Parsing Nathan Schucher Siva Reddy H. D. Vries VLM 114 36 0 16 Oct 2021
Controllable Semantic Parsing via Retrieval Augmentation Panupong Pasupat Yuan Zhang Kelvin Guu 132 47 0 16 Oct 2021
Program Transfer for Answering Complex Questions over Knowledge Bases S. Cao Jiaxin Shi Zijun Yao Xin Lv Jifan Yu Lei Hou Juanzi Li Zhiyuan Liu Jinghui Xiao 35 56 0 12 Oct 2021
RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing Vivek Gupta Akshat Shrivastava Adithya Sagar Armen Aghajanyan Denis Savenkov RALM 40 21 0 21 Sep 2021
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 359 11,684 0 09 Mar 2017