Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk

10 January 2024

Papers citing "Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk"

25 / 25 papers shown

Title
A Survey on the Optimization of Large Language Model-based Agents Shangheng Du Jiabao Zhao Jinxin Shi Zhentao Xie Xin Jiang Yanhong Bai Liang He LLMAG LM&Ro LM&MA 128 0 0 16 Mar 2025
Scalable Evaluation of Online Moderation Strategies via Synthetic Simulations Dimitris Tsirmpas Ion Androutsopoulos John Pavlopoulos 31 0 0 13 Mar 2025
Evaluation and Facilitation of Online Discussions in the LLM Era: A Survey Katerina Korre Dimitris Tsirmpas Nikos Gkoumas Emma Cabalé Dionysis Kontarinis Danai Myrtzani Theodoros Evgeniou Ion Androutsopoulos John Pavlopoulos 35 1 0 03 Mar 2025
Vision-and-Language Navigation Today and Tomorrow: A Survey in the Era of Foundation Models Yue Zhang Ziqiao Ma Jialu Li Yanyuan Qiao Zun Wang J. Chai Qi Wu Mohit Bansal Parisa Kordjamshidi LRM 51 17 0 31 Dec 2024
METEOR: Evolutionary Journey of Large Language Models from Guidance to Self-Growth Jiawei Li Chong Feng Yang Gao 70 0 0 18 Nov 2024
MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders Cheng-rong Li May Fung Qingyun Wang Chi Han Manling Li Jindong Wang Heng Ji AI4MH 57 0 0 09 Oct 2024
GLEE: A Unified Framework and Benchmark for Language-based Economic Environments Eilam Shapira Omer Madmon Itamar Reinman S. Amouyal Roi Reichart Moshe Tennenholtz 24 2 0 07 Oct 2024
AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction Yuchen Shi Guochao Jiang Tian Qiu Deqing Yang LLMAG 28 1 0 03 Sep 2024
EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding Muye Huang Han Lai Xinyu Zhang Wenjun Wu Jie Ma Lingling Zhang Jun Liu 26 4 0 03 Sep 2024
LLMs are Superior Feedback Providers: Bootstrapping Reasoning for Lie Detection with Self-Generated Feedback Tanushree Banerjee Richard Zhu Runzhe Yang Karthik Narasimhan 25 1 0 25 Aug 2024
What should I wear to a party in a Greek taverna? Evaluation for Conversational Agents in the Fashion Domain Antonis Maronikolakis Ana Peleteiro Ramallo Weiwei Cheng Thomas Kober LLMAG 25 1 0 13 Aug 2024
Stephanie: Step-by-Step Dialogues for Mimicking Human Interactions in Social Conversations Hao Yang Hongyuan Lu Xinhua Zeng Yang Liu Xiang Zhang Haoran Yang Yumeng Zhang Shan Huang Yiran Wei Wai Lam 37 2 0 04 Jul 2024
Watch Every Step! LLM Agent Learning via Iterative Step-Level Process Refinement Weimin Xiong Yifan Song Xiutian Zhao Wenhao Wu Xun Wang Ke Wang Cheng Li Wei Peng Sujian Li 37 25 0 17 Jun 2024
A Survey of Language-Based Communication in Robotics William Hunt Sarvapali D. Ramchurn Mohammad D. Soorati LM&Ro 47 11 0 06 Jun 2024
AI Agents Under Threat: A Survey of Key Security Challenges and Future Pathways Zehang Deng Yongjian Guo Changzhou Han Wanlun Ma Junwu Xiong Sheng Wen Yang Xiang 42 19 0 04 Jun 2024
Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation Cheng Niu Xingguang Wang Xuxin Cheng Juntong Song Tong Zhang 25 10 0 17 May 2024
Simulating Task-Oriented Dialogues with State Transition Graphs and Large Language Models Chris Samarinas Pracha Promthaw Atharva Nijasure Hansi Zeng Julian Killingback Hamed Zamani 21 1 0 23 Apr 2024
A Survey on Self-Evolution of Large Language Models Zhengwei Tao Ting-En Lin Xiancai Chen Hangyu Li Yuchuan Wu Yongbin Li Zhi Jin Fei Huang Dacheng Tao Jingren Zhou LRM LM&Ro 46 21 0 22 Apr 2024
Is this the real life? Is this just fantasy? The Misleading Success of Simulating Social Interactions With LLMs Xuhui Zhou Zhe Su Tiwalayo Eisape Hyunwoo J. Kim Maarten Sap 22 37 0 08 Mar 2024
Systematic Biases in LLM Simulations of Debates Amir Taubenfeld Yaniv Dover Roi Reichart Ariel Goldstein 23 47 0 06 Feb 2024
SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting Xiaoying Zhang Baolin Peng Kun Li Jingyan Zhou Helen M. Meng 64 37 0 15 May 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 215 1,701 0 07 Apr 2023
Controllable Dialogue Simulation with In-Context Learning Zekun Li Wenhu Chen Shiyang Li Hong Wang Jingu Qian Xi Yan 133 44 0 09 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Disembodied Machine Learning: On the Illusion of Objectivity in NLP Zeerak Talat Smarika Lulz Joachim Bingel Isabelle Augenstein 88 51 0 28 Jan 2021