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Controllable Semantic Parsing via Retrieval Augmentation

16 October 2021

Panupong Pasupat

Yuan Zhang

Kelvin Guu

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Papers citing "Controllable Semantic Parsing via Retrieval Augmentation"

50 / 53 papers shown

Title
In-Context Learning for Few-Shot Dialogue State Tracking Yushi Hu Chia-Hsuan Lee Tianbao Xie Tao Yu Noah A. Smith Mari Ostendorf BDL 88 60 0 16 Mar 2022
RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing Vivek Gupta Akshat Shrivastava Adithya Sagar Armen Aghajanyan Denis Savenkov RALM 78 22 0 21 Sep 2021
Few-shot Intent Classification and Slot Filling with Retrieved Examples Dian Yu Luheng He Yuan Zhang Xinya Du Panupong Pasupat Qi Li VLM 60 54 0 12 Apr 2021
Neural Data Augmentation via Example Extrapolation Kenton Lee Kelvin Guu Luheng He Timothy Dozat Hyung Won Chung 74 72 0 02 Feb 2021
Few-Shot Semantic Parsing for New Predicates Zhuang Li Zhuang Li Shuo Huang Gholamreza Haffari NAI 67 9 0 26 Jan 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 390 1,389 0 17 Jan 2021
ConVEx: Data-Efficient and Few-Shot Slot Labeling Matthew Henderson Ivan Vulić CLIP VLM 66 38 0 22 Oct 2020
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing Xilun Chen Asish Ghoshal Yashar Mehdad Luke Zettlemoyer S. Gupta 78 90 0 07 Oct 2020
Nearest Neighbor Machine Translation Urvashi Khandelwal Angela Fan Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 64 286 0 01 Oct 2020
Controllable Text Generation with Focused Variation Lei Shu Alexandros Papangelis Yi-Chia Wang Gokhan Tur Hu Xu Zhaleh Feizollahi Bing-Quan Liu Piero Molino 84 11 0 25 Sep 2020
Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding Su Zhu Ruisheng Cao Lu Chen Kai Yu VLM 50 9 0 21 Sep 2020
FewJoint: A Few-shot Learning Benchmark for Joint Language Understanding Yutai Hou Jiafeng Mao Y. Lai Cheng Chen Wanxiang Che Zhigang Chen Ting Liu 49 16 0 17 Sep 2020
Augmented Natural Language for Generative Sequence Labeling Ben Athiwaratkun Cicero Nogueira dos Santos Jason Krone Bing Xiang VLM 61 62 0 15 Sep 2020
GeDi: Generative Discriminator Guided Sequence Generation Ben Krause Akhilesh Deepak Gotmare Bryan McCann N. Keskar Shafiq Joty R. Socher Nazneen Rajani 134 408 0 14 Sep 2020
MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark Haoran Li Abhinav Arora Shuohui Chen Anchit Gupta Sonal Gupta Yashar Mehdad 107 179 0 21 Aug 2020
Learning Sparse Prototypes for Text Generation Junxian He Taylor Berg-Kirkpatrick Graham Neubig 58 23 0 29 Jun 2020
Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network Yutai Hou Wanxiang Che Y. Lai Zhihan Zhou Yijia Liu Han Liu Ting Liu 44 193 0 10 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 856 42,332 0 28 May 2020
Learning to Classify Intents and Slot Labels Given a Handful of Examples Jason Krone Yi Zhang Mona T. Diab VLM 65 47 0 22 Apr 2020
Plug and Play Language Models: A Simple Approach to Controlled Text Generation Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 147 978 0 04 Dec 2019
Learning to Few-Shot Learn Across Diverse Natural Language Classification Tasks Trapit Bansal Rishikesh Jha Andrew McCallum SSL 63 121 0 10 Nov 2019
Generalization through Memorization: Nearest Neighbor Language Models Urvashi Khandelwal Omer Levy Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 166 842 0 01 Nov 2019
Look-up and Adapt: A One-shot Semantic Parser Zhichu Lu Forough Arabshahi I. Labutov Tom Michael Mitchell 26 5 0 27 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 459 20,317 0 23 Oct 2019
A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification Varun Kumar Hadrien Glaude Cyprien de Lichy William Campbell 64 85 0 09 Oct 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann Lav Varshney Caiming Xiong R. Socher AI4CE 125 1,239 0 11 Sep 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks Zi-Yi Dou Keyi Yu Antonios Anastasopoulos 62 127 0 27 Aug 2019
Exploiting Persona Information for Diverse Generation of Conversational Responses Haoyu Song Weinan Zhang Yiming Cui Dong Wang Ting Liu 73 137 0 29 May 2019
Good-Enough Compositional Data Augmentation Jacob Andreas 71 234 0 21 Apr 2019
Text Generation with Exemplar-based Adaptive Decoding Hao Peng Ankur P. Parikh Manaal Faruqui Bhuwan Dhingra Dipanjan Das 88 57 0 09 Apr 2019
Improve Diverse Text Generation by Self Labeling Conditional Variational Auto Encoder Yuchi Zhang Yongliang Wang Liping Zhang Qing Cui Kun Gai 35 19 0 26 Mar 2019
Few-shot classification in Named Entity Recognition Task Alexander Fritzler V. Logacheva M. Kretov 63 199 0 14 Dec 2018
A Retrieve-and-Edit Framework for Predicting Structured Outputs Tatsunori B. Hashimoto Kelvin Guu Yonatan Oren Percy Liang BDL KELM 99 176 0 04 Dec 2018
Semantic Parsing for Task Oriented Dialog using Hierarchical Representations S. Gupta Rushin Shah Mrinal Mohit Anuj Kumar M. Lewis 80 203 0 18 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Retrieval-Based Neural Code Generation Shirley Anugrah Hayati R. Olivier Pravalika Avvaru Pengcheng Yin A. Tomasic Graham Neubig 170 110 0 29 Aug 2018
Meta-Learning for Low-Resource Neural Machine Translation Jiatao Gu Yong Wang Yun Chen Kyunghyun Cho Victor O.K. Li 77 343 0 25 Aug 2018
Retrieve and Refine: Improved Sequence Generation Models For Dialogue Jason Weston Emily Dinan Alexander H. Miller RALM 66 204 0 14 Aug 2018
Guiding Neural Machine Translation with Retrieved Translation Pieces Jingyi Zhang Masao Utiyama Eiichiro Sumita Graham Neubig Satoshi Nakamura AAML 89 138 0 07 Apr 2018
Universal Sentence Encoder Daniel Cer Yinfei Yang Sheng-yi Kong Nan Hua Nicole Limtiaco ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 439 1,907 0 29 Mar 2018
Improving Variational Encoder-Decoders in Dialogue Generation Xiaoyu Shen Hui Su Shuzi Niu Vera Demberg DRL 77 99 0 06 Feb 2018
Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing Syed Shakib Sarwar Aayush Ankit Kaushik Roy CLL 65 109 0 07 Dec 2017
Generating Sentences by Editing Prototypes Kelvin Guu Tatsunori B. Hashimoto Yonatan Oren Percy Liang 157 316 0 26 Sep 2017
Meta-SGD: Learning to Learn Quickly for Few-Shot Learning Zhenguo Li Fengwei Zhou Fei Chen Hang Li 96 1,121 0 31 Jul 2017
Incremental Learning Through Deep Adaptation Amir Rosenfeld John K. Tsotsos CLL 76 278 0 11 May 2017
Cross-domain Semantic Parsing via Paraphrasing Yu-Chuan Su Xifeng Yan 57 86 0 20 Apr 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 303 8,150 0 15 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 827 11,943 0 09 Mar 2017
Toward Controlled Generation of Text Zhiting Hu Zichao Yang Xiaodan Liang Ruslan Salakhutdinov Eric Xing 164 990 0 02 Mar 2017
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 257 3,733 0 28 Feb 2017