Few-Shot Adaptation for Parsing Contextual Utterances with LLMs

18 September 2023

Papers citing "Few-Shot Adaptation for Parsing Contextual Utterances with LLMs"

15 / 15 papers shown

Title
Simplifying Semantic Annotations of SMCalFlow J. Meron 52 7 0 27 Jun 2022
Enhance Incomplete Utterance Restoration by Joint Learning Token Extraction and Text Generation Shumpei Inoue Tsun-Jui Liu Nguyen Hong Son Minh Le Nguyen 84 17 0 08 Apr 2022
Few-Shot Semantic Parsing with Language Models Trained On Code Richard Shin Benjamin Van Durme 71 66 0 16 Dec 2021
Learning To Retrieve Prompts for In-Context Learning Ohad Rubin Jonathan Herzig Jonathan Berant VPVLM RALM 88 709 0 16 Dec 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 391 206 0 18 Apr 2021
Conversational Semantic Parsing for Dialog State Tracking Jianpeng Cheng Devang Agrawal Héctor Martínez Alonso Shruti Bhargava Joris Driesen ... Dhivya Piraviperumal Jason D. Williams Hong-ye Yu Diarmuid Ó Séaghdha Anders Johannsen 167 59 0 24 Oct 2020
Incomplete Utterance Rewriting as Semantic Segmentation Qian Liu Bei Chen Jian-Guang Lou Bin Zhou Dongmei Zhang 71 56 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 248 160 0 24 Sep 2020
Pre-Training for Query Rewriting in A Spoken Language Understanding System Zheng Chen Xing Fan Yuan Ling Lambert Mathias Chenlei Guo 49 23 0 13 Feb 2020
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 506 20,376 0 23 Oct 2019
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases Tao Yu Rui Zhang H. Er Suyi Li Eric Xue ... Vincent Zhang Caiming Xiong R. Socher Walter S. Lasecki Dragomir R. Radev 52 234 0 11 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 700 24,572 0 26 Jul 2019
Learning to Map Context-Dependent Sentences to Executable Formal Queries Alane Suhr Srini Iyer Yoav Artzi 98 90 0 18 Apr 2018
Adafactor: Adaptive Learning Rates with Sublinear Memory Cost Noam M. Shazeer Mitchell Stern ODL 86 1,053 0 11 Apr 2018
Neural Belief Tracker: Data-Driven Dialogue State Tracking N. Mrksic Diarmuid Ó Séaghdha Tsung-Hsien Wen Blaise Thomson S. Young 112 484 0 12 Jun 2016