LAD: Language Models as Data for Zero-Shot Dialog

LAD: Language Models as Data for Zero-Shot Dialog

SIGDIAL Conferences (SIGDIAL), 2022

28 July 2022

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Papers citing "LAD: Language Models as Data for Zero-Shot Dialog"

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Title
Generative Induction of Dialogue Task Schemas with Streaming Refinement and Simulated Interactions James D. Finch Yasasvi Josyula Jinho Choi 184 1 0 25 Apr 2025
Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Yen-Ju Lu Ting-Yao Hu H. Koppula Hadi Pouransari Jen-Hao Rick Chang ... Xiang Kong Qi Zhu Simon Wang Oncel Tuzel Raviteja Vemulapalli 242 4 0 24 Feb 2025
Making Task-Oriented Dialogue Datasets More Natural by Synthetically Generating Indirect User Requests Amogh Mannekote Jinseok Nam Ziming Li Jian Gao K. Boyer Bonnie J. Dorr 239 1 0 12 Jun 2024
Comparing Data Augmentation Methods for End-to-End Task-Oriented Dialog SystemsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Christos Vlachos Themos Stafylakis Ion Androutsopoulos 289 2 0 10 Jun 2024
Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking James D. Finch Jinho D. Choi 141 4 0 21 May 2024
Efficient Data Generation for Source-grounded Information-seeking Dialogs: A Use Case for Meeting Transcripts Lotem Golany Filippo Galgani Maya Mamo Nimrod Parasol Omer Vandsburger Nadav Bar Ido Dagan 311 7 0 02 May 2024
Controllable and Diverse Data Augmentation with Large Language Model for Low-Resource Open-Domain Dialogue Generation Zhenhua Liu Tong Zhu Jianxiang Xiang Wenliang Chen 272 3 0 30 Mar 2024
SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State Tracking Atharva Kulkarni Bo-Hsiang Tseng Joel Ruben Antony Moniz Dhivya Piraviperumal Hong-ye Yu Shruti Bhargava SyDa 269 19 0 03 Feb 2024
PersonalityChat: Conversation Distillation for Personalized Dialog Modeling with Facts and TraitsIEEE Games Entertainment Media Conference (GEM), 2024 Ehsan Lotfi Maxime De Bruyn Jeska Buhmann Walter Daelemans 143 7 0 14 Jan 2024
Faithful Persona-based Conversational Dataset Generation with Large Language Models Pegah Jandaghi XiangHai Sheng Xinyi Bai Jay Pujara Hakim Sidahmed 194 41 0 15 Dec 2023
Data Augmentation for Conversational AIInternational Conference on Information and Knowledge Management (CIKM), 2023 Heydar Soudani Evangelos Kanoulas Faegheh Hasibi 235 6 0 09 Sep 2023
SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM PromptingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Xiaoying Zhang Baolin Peng Kun Li Jingyan Zhou Helen M. Meng 222 56 0 15 May 2023
Leveraging Large Language Models in Conversational Recommender Systems Luke Friedman Sameer Ahuja David Allen Zhenning Tan Hakim Sidahmed ... Ajay Patel Harsh Lara Brian Chu Zexiang Chen Manoj Kumar Tiwari 232 114 0 13 May 2023
COKE: A Cognitive Knowledge Graph for Machine Theory of MindAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jincenzi Wu Zhuang Chen Jiawen Deng Sahand Sabour Helen Meng Shiyu Huang 275 28 0 09 May 2023
Controllable Mixed-Initiative Dialogue Generation through PromptingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Maximillian Chen Xiao Yu Weiyan Shi Urvi Awasthi Zhou Yu 157 37 0 06 May 2023
PLACES: Prompting Language Models for Social Conversation SynthesisFindings (Findings), 2023 Maximillian Chen Alexandros Papangelis Chenyang Tao Seokhwan Kim Andrew Rosenbaum Yang Liu Zhou Yu Dilek Z. Hakkani-Tür 237 94 0 07 Feb 2023
Leveraging Large Language Models to Power Chatbots for Collecting User Self-Reported Data Jing Wei Sungdong Kim Hyunhoon Jung Young-Ho Kim 258 123 0 14 Jan 2023
mForms : Multimodal Form-Filling with Question AnsweringInternational Conference on Language Resources and Evaluation (LREC), 2020 Larry Heck S. Heck Anirudh S. Sundar 326 7 0 24 Nov 2020
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 590 550 0 10 Mar 2020