Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems

1 April 2021

Yi Yang

Papers citing "Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems"

49 / 49 papers shown

Title
PicPersona-TOD : A Dataset for Personalizing Utterance Style in Task-Oriented Dialogue with Image Persona Jihyun Lee Yejin Jeon Seungyeon Seo G. G. Lee MLLM 55 0 0 24 Apr 2025
Follow-up Question Generation For Enhanced Patient-Provider Conversations Joseph Gatto Parker Seegmiller Timothy E. Burdick Inas S. Khayal Sarah DeLozier S. Preum LM&MA MedIm 61 0 0 21 Mar 2025
SPADE: Systematic Prompt Framework for Automated Dialogue Expansion in Machine-Generated Text Detection Haoyi Li Angela Yifei Yuan Soyeon Caren Han Christopher Leckie 58 0 0 19 Mar 2025
Rate, Explain and Cite (REC): Enhanced Explanation and Attribution in Automatic Evaluation by Large Language Models Aliyah R. Hsu James Zhu Zhichao Wang Bin Bi Shubham Mehrotra ... Sougata Chaudhuri Regunathan Radhakrishnan S. Asur Claire Na Cheng Bin Yu ALM LRM 74 0 0 03 Nov 2024
Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction Sergio Burdisso S. Madikeri P. Motlícek 41 1 0 24 Oct 2024
DFlow: Diverse Dialogue Flow Simulation with Large Language Models Wanyu Du Song Feng James Gung Lijia Sun Yi Zhang Saab Mansour Yanjun Qi 57 0 0 18 Oct 2024
The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends Xinghua Zhang Haiyang Yu Yongbin Li Minzheng Wang Longze Chen Fei Huang 47 5 0 21 Sep 2024
UQE: A Query Engine for Unstructured Databases Hanjun Dai B. Wang Xingchen Wan Bo Dai Sherry Yang Azade Nova Pengcheng Yin P. Phothilimthana Charles Sutton Dale Schuurmans 60 3 0 23 Jun 2024
Unsupervised Extraction of Dialogue Policies from Conversations Makesh Narsimhan Sreedhar Traian Rebedea Christopher Parisien OffRL 28 2 0 21 Jun 2024
$τ$ -bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains Shunyu Yao Noah Shinn P. Razavi Karthik Narasimhan ALM 49 61 0 17 Jun 2024
Graph Integrated Language Transformers for Next Action Prediction in Complex Phone Calls Amin Hosseiny Marani Ulie Schnaithmann Youngseo Son Akil Iyer Manas Paldhe Arushi Raghuvanshi 29 0 0 11 Apr 2024
FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs Shamik Roy Sailik Sengupta Daniele Bonadiman Saab Mansour Arshit Gupta 29 5 0 09 Mar 2024
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk Dennis Ulmer Elman Mansimov Kaixiang Lin Justin Sun Xibin Gao Yi Zhang LLMAG 35 27 0 10 Jan 2024
Text Sanitization Beyond Specific Domains: Zero-Shot Redaction & Substitution with Large Language Models Federico Albanese D. Ciolek Nicolás DÍppolito AILaw 34 6 0 16 Nov 2023
Multi-Step Dialogue Workflow Action Prediction Ramya Ramakrishnan Ethan R. Elenberg H. Narangodage Ryan McDonald 23 1 0 16 Nov 2023
Zero-Shot Goal-Directed Dialogue via RL on Imagined Conversations Joey Hong Sergey Levine Anca Dragan OffRL LLMAG 50 24 0 09 Nov 2023
Grounding Description-Driven Dialogue State Trackers with Knowledge-Seeking Turns Alexandru Coca Bo-Hsiang Tseng Jingshu Chen Weizhe Lin Weixuan Zhang Tisha Anders Bill Byrne 23 0 0 23 Sep 2023
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt Yucheng Cai Wentao Ma Yuchuan Wu Shuzheng Si Yuan Shao Zhijian Ou Yongbin Li 45 3 0 20 Sep 2023
On the Effectiveness of Offline RL for Dialogue Response Generation Paloma Sodhi Felix Wu Ethan R. Elenberg Kilian Q. Weinberger Ryan T. McDonald OffRL 19 5 0 23 Jul 2023
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI Jianguo Zhang Kun Qian Zhiwei Liu Shelby Heinecke Rui Meng Ye Liu Zhou Yu Huan Wang Silvio Savarese Caiming Xiong 41 22 0 19 Jul 2023
Dialogue Agents 101: A Beginner's Guide to Critical Ingredients for Designing Effective Conversational Systems Shivani Kumar S. Bhatia Milan Aggarwal Tanmoy Chakraborty 29 1 0 14 Jul 2023
Does Collaborative Human-LM Dialogue Generation Help Information Extraction from Human Dialogues? Bo-Ru Lu Nikita Haduong Chia-Hsuan Lee Zeqiu Wu Hao Cheng Paul Koester J. Utke Tao Yu Noah A. Smith Mari Ostendorf SyDa 57 2 0 13 Jul 2023
Leveraging Explicit Procedural Instructions for Data-Efficient Action Prediction Julia White Arushi Raghuvanshi Yada Pruksachatkun 31 0 0 06 Jun 2023
Improving Generalization in Task-oriented Dialogues with Workflows and Action Plans Stefania Raimondo C. Pal Xiaotian Liu David Vazquez Héctor Palacios 24 2 0 02 Jun 2023
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents Shuzheng Si Wen-Cheng Ma Haoyu Gao Yuchuan Wu Ting-En Lin Yinpei Dai Hangyu Li Rui Yan Fei Huang Yongbin Li AuLLM 44 29 0 22 May 2023
Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence Haoran Li Mingshi Xu Yangqiu Song 95 46 0 04 May 2023
NatCS: Eliciting Natural Customer Support Dialogues James Gung Emily Moeng Wesley Rose Arshit Gupta Yi Zhang Saab Mansour 24 2 0 04 May 2023
Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11 James Gung Raphael Shu Emily Moeng Wesley Rose Salvatore Romeo Yassine Benajiba Arshit Gupta Saab Mansour Yi Zhang 28 8 0 25 Apr 2023
The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine Intents Xing Han Lù Siva Reddy H. D. Vries LMTD 25 7 0 03 Apr 2023
Anchorage: Visual Analysis of Satisfaction in Customer Service Videos via Anchor Events Kamkwai Wong Xingbo Wang Yong Wang Jianben He Rongzheng Zhang Huamin Qu 28 16 0 14 Feb 2023
Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking Derek Chen Kun Qian Zhou Yu 23 5 0 12 Feb 2023
AnyTOD: A Programmable Task-Oriented Dialog System Jeffrey Zhao Yuan Cao Raghav Gupta Harrison Lee Abhinav Rastogi Mingqiu Wang H. Soltau Izhak Shafran Yonghui Wu VLM 36 10 0 20 Dec 2022
Sources of Noise in Dialogue and How to Deal with Them Derek Chen Zhou Yu 31 2 0 06 Dec 2022
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation Yinpei Dai Wanwei He Bowen Li Yuchuan Wu Zhen Cao Zhongqi An Jian Sun Yongbin Li ELM ALM 43 12 0 21 Nov 2022
SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation Wanwei He Yinpei Dai Min Yang Jian Sun Fei Huang Luo Si Yongbin Li 36 60 0 14 Sep 2022
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding Wanwei He Yinpei Dai Binyuan Hui Min Yang Zhen Cao Jianbo Dong Fei Huang Luo Si Yongbin Li VLM 45 31 0 14 Sep 2022
Building the Intent Landscape of Real-World Conversational Corpora with Extractive Question-Answering Transformers Jean-Philippe Corbeil Mia Taige Li H. Ghavidel 29 0 0 26 Aug 2022
Manual-Guided Dialogue for Flexible Conversational Agents Ryuichi Takanobu Hao Zhou Yankai Lin Peng Li Jie Zhou Minlie Huang 32 1 0 16 Aug 2022
"Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking Léo Jacqmin L. Rojas-Barahona Benoit Favre 48 27 0 29 Jul 2022
Learning as Conversation: Dialogue Systems Reinforced for Information Acquisition Pengshan Cai H. Wan Fei Liu Mo Yu Hong-ye Yu Sachindra Joshi 55 6 0 29 May 2022
Unsupervised Learning of Hierarchical Conversation Structure Bo-Ru Lu Yushi Hu Hao Cheng Noah A. Smith Mari Ostendorf 31 3 0 24 May 2022
Workflow Discovery from Dialogues in the Low Data Regime Amine El Hattami Stefania Raimondo I. Laradji David Vazquez Pau Rodríguez López C. Pal 55 10 0 24 May 2022
Long-term Control for Dialogue Generation: Methods and Evaluation Ramya Ramakrishnan H. Narangodage M. Schilman Kilian Q. Weinberger Ryan T. McDonald 27 8 0 15 May 2022
Unsupervised Slot Schema Induction for Task-oriented Dialog Dian Yu Mingqiu Wang Yuan Cao Izhak Shafran Laurent El Shafey H. Soltau 38 13 0 09 May 2022
Just Fine-tune Twice: Selective Differential Privacy for Large Language Models Weiyan Shi Ryan Shea Si-An Chen Chiyuan Zhang R. Jia Zhou Yu AAML 34 38 0 15 Apr 2022
Task2Dial: A Novel Task and Dataset for Commonsense enhanced Task-based Dialogue Grounded in Documents Carl Strathearn Dimitra Gkatzia 30 8 0 03 Apr 2022
DG2: Data Augmentation Through Document Grounded Dialogue Generation Qingyang Wu Song Feng Derek Chen Sachindra Joshi Luis A. Lastras Zhou Yu 35 13 0 15 Dec 2021
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection Wanwei He Yinpei Dai Yinhe Zheng Yuchuan Wu Zhen Cao ... Min Yang Feiling Huang Luo Si Jian Sun Yongbin Li VLM 34 157 0 29 Nov 2021
BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling Zhaojiang Lin Andrea Madotto Genta Indra Winata Peng Xu Feijun Jiang Yuxiang Hu Chen Shi Pascale Fung 32 61 0 05 Jun 2021