Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing

24 May 2023

Papers citing "Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing"

20 / 20 papers shown

Title
GPT-NeoX-20B: An Open-Source Autoregressive Language Model Sid Black Stella Biderman Eric Hallahan Quentin G. Anthony Leo Gao ... Shivanshu Purohit Laria Reynolds J. Tow Benqi Wang Samuel Weinbach 174 835 0 14 Apr 2022
Few-Shot Semantic Parsing with Language Models Trained On Code Richard Shin Benjamin Van Durme 63 66 0 16 Dec 2021
Learning To Retrieve Prompts for In-Context Learning Ohad Rubin Jonathan Herzig Jonathan Berant VPVLM RALM 84 702 0 16 Dec 2021
Controllable Semantic Parsing via Retrieval Augmentation Panupong Pasupat Yuan Zhang Kelvin Guu 178 48 0 16 Oct 2021
Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-based Encoder Elman Mansimov Yi Zhang 165 15 0 09 Sep 2021
Constrained Language Models Yield Few-Shot Semantic Parsers Richard Shin C. H. Lin Sam Thomson Charles C. Chen Subhro Roy Emmanouil Antonios Platanios Adam Pauls Dan Klein J. Eisner Benjamin Van Durme 372 205 0 18 Apr 2021
The Curious Case of Hallucinations in Neural Machine Translation Vikas Raunak Arul Menezes Marcin Junczys-Dowmunt 199 194 0 14 Apr 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
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 385 1,379 0 17 Jan 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 450 2,096 0 31 Dec 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
Conversational Semantic Parsing Armen Aghajanyan Jean Maillard Akshat Shrivastava K. Diedrick Mike Haeger ... Yashar Mehdad Ves Stoyanov Anuj Kumar M. Lewis S. Gupta 47 49 0 28 Sep 2020
Task-Oriented Dialogue as Dataflow Synthesis Semantic Machines Jacob Andreas J. Bufe David Burkett Charles C. Chen ... Izabela Witoszko Jason Wolfe A. Wray Yuchen Zhang Alexander Zotov AIFin 214 159 0 24 Sep 2020
Grounded Adaptation for Zero-shot Executable Semantic Parsing Victor Zhong M. Lewis Sida I. Wang Luke Zettlemoyer 84 100 0 16 Sep 2020
ToTTo: A Controlled Table-To-Text Generation Dataset Ankur P. Parikh Xuezhi Wang Sebastian Gehrmann Manaal Faruqui Bhuwan Dhingra Diyi Yang Dipanjan Das LMTD 95 367 0 29 Apr 2020
Don't Parse, Generate! A Sequence to Sequence Architecture for Task-Oriented Semantic Parsing Subendhu Rongali Luca Soldaini Emilio Monti Wael Hamza 75 94 0 30 Jan 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,226 0 27 Aug 2019
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
Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation Matt Post David Vilar 68 314 0 18 Apr 2018
Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars Luke S. Zettlemoyer M. Collins 121 973 0 04 Jul 2012