Don't Parse, Generate! A Sequence to Sequence Architecture for Task-Oriented Semantic Parsing

30 January 2020

Luca Soldaini

Papers citing "Don't Parse, Generate! A Sequence to Sequence Architecture for Task-Oriented Semantic Parsing"

31 / 31 papers shown

Title
Improving Cross-Lingual Transfer through Subtree-Aware Word Reordering Ofir Arviv Dmitry Nikolaev Taelin Karidi Omri Abend LRM 38 3 0 20 Oct 2023
LeafAI: query generator for clinical cohort discovery rivaling a human programmer Nicholas J. Dobbins Bin Han Weipeng Zhou Kristine Lan H. N. Kim R. Harrington Özlem Uzuner Meliha Yetisgen-Yildiz 32 7 0 13 Apr 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 6 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 44 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 18 2 0 26 Nov 2022
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 56 70 0 23 Oct 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 23 3 0 10 Jun 2022
DFM: Dialogue Foundation Model for Universal Large-Scale Dialogue-Oriented Task Learning Zhi Chen Jijia Bao Lu Chen Yuncong Liu Da Ma ... Xinhsuai Dong Fujiang Ge Qingliang Miao Jian-Guang Lou Kai Yu ALM AI4CE 51 3 0 25 May 2022
Compositional Task-Oriented Parsing as Abstractive Question Answering Wenting Zhao Konstantine Arkoudas Weiqiong Sun Claire Cardie 31 13 0 04 May 2022
Modern Baselines for SPARQL Semantic Parsing Debayan Banerjee Pranav Ajit Nair Jivat Neet Kaur Ricardo Usbeck Chris Biemann 32 30 0 27 Apr 2022
Dialogue Meaning Representation for Task-Oriented Dialogue Systems Xiangkun Hu Junqi Dai Hang Yan Yi Zhang Qipeng Guo Xipeng Qiu Zheng-Wei Zhang 29 4 0 23 Apr 2022
Reducing Model Jitter: Stable Re-training of Semantic Parsers in Production Environments Christopher Hidey Fei Liu Rahul Goel 32 4 0 10 Apr 2022
Evaluating Prompts Across Multiple Choice Tasks In a Zero-Shot Setting Gabriel Orlanski LRM 29 2 0 29 Mar 2022
Unfreeze with Care: Space-Efficient Fine-Tuning of Semantic Parsing Models Weiqi Sun Haidar Khan Nicolas Guenon des Mesnards M. Rubino Konstantine Arkoudas 38 5 0 05 Mar 2022
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 83 1,038 0 01 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
RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing Vivek Gupta Akshat Shrivastava Adithya Sagar Armen Aghajanyan Denis Savenkov RALM 40 21 0 21 Sep 2021
Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers Zhuang Li Lizhen Qu Gholamreza Haffari CLL 42 15 0 11 Sep 2021
Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data Massimo Nicosia Zhongdi Qu Yasemin Altun 27 26 0 09 Sep 2021
Tiny Neural Models for Seq2Seq A. Kandoor 34 0 0 07 Aug 2021
One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets Marco Damonte Emilio Monti AIMat 38 6 0 08 Jun 2021
SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising K. Xuan Yongbo Wang Yongliang Wang Zujie Wen Yang Dong VLM 38 52 0 17 May 2021
Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing Akshat Shrivastava P. Chuang Arun Babu Shrey Desai Abhinav Arora Alexander Zotov Ahmed Aly 21 21 0 15 Apr 2021
Intent Classification and Slot Filling for Privacy Policies Wasi Uddin Ahmad Jianfeng Chi Tu Le Thomas B. Norton Yuan Tian Kai-Wei Chang 21 23 0 01 Jan 2021
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing Xilun Chen Asish Ghoshal Yashar Mehdad Luke Zettlemoyer S. Gupta 41 89 0 07 Oct 2020
Autoregressive Entity Retrieval Nicola De Cao Gautier Izacard Sebastian Riedel Fabio Petroni 74 433 0 02 Oct 2020
STIL -- Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++ Jack G. M. FitzGerald 24 13 0 02 Oct 2020
Conversational Semantic Parsing Armen Aghajanyan Jean Maillard Akshat Shrivastava K. Diedrick Mike Haeger ... Yashar Mehdad Ves Stoyanov Anuj Kumar M. Lewis S. Gupta 19 48 0 28 Sep 2020
DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Shikib Mehri Mihail Eric Dilek Z. Hakkani-Tür ELM 26 136 0 28 Sep 2020
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 273 1,896 0 10 Jan 2017
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 312 13,373 0 25 Aug 2014