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Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System
29 September 2021
Yixuan Su
Lei Shu
Elman Mansimov
Arshit Gupta
Deng Cai
Yi-An Lai
Yi Zhang
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Papers citing
"Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System"
50 / 121 papers shown
Collaborative and Proactive Management of Task-Oriented Conversations
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Yifan Wei
X. Wang
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Yixuan Weng
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Yujie Liu
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247
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24 Sep 2025
Conversational Assistants to support Heart Failure Patients: comparing a Neurosymbolic Architecture with ChatGPT
Anuja Tayal
Devika Salunke
Barbara Di Eugenio
Paula Allen-Meares
Eulalia P Abril
Olga Garcia
Carolyn Dickens
Andrew D. Boyd
AI4MH
253
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24 Apr 2025
PicPersona-TOD : A Dataset for Personalizing Utterance Style in Task-Oriented Dialogue with Image Persona
North American Chapter of the Association for Computational Linguistics (NAACL), 2025
Jihyun Lee
Yejin Jeon
Seungyeon Seo
G. G. Lee
MLLM
417
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24 Apr 2025
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Emre Can Acikgoz
Jeremiah Greer
Akul Datta
Ze Yang
William Zeng
Oussama Elachqar
Emmanouil Koukoumidis
Dilek Hakkani-Tur
Gokhan Tur
LLMAG
676
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20 Feb 2025
HierTOD: A Task-Oriented Dialogue System Driven by Hierarchical Goals
Lingbo Mo
Shun Jiang
Akash Maharaj
Bernard Hishamunda
Yunyao Li
467
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11 Nov 2024
Improving Multi-Domain Task-Oriented Dialogue System with Offline Reinforcement Learning
BigData Congress [Services Society] (BSS), 2024
Dharmendra Prajapat
Durga Toshniwal
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256
2
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08 Nov 2024
DARD: A Multi-Agent Approach for Task-Oriented Dialog Systems
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Anirudh Ravichandran
Ziji Zhang
Siyang Song
Anurag Beniwal
Narayanan Sadagopan
327
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0
01 Nov 2024
The Zeno's Paradox of `Low-Resource' Languages
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
H. Nigatu
A. Tonja
Benjamin Rosman
Thamar Solorio
Monojit Choudhury
915
22
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28 Oct 2024
CorrectionLM: Self-Corrections with SLM for Dialogue State Tracking
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Hao Cheng
Mari Ostendorf
LRM
203
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23 Oct 2024
Efficient Pointwise-Pairwise Learning-to-Rank for News Recommendation
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Nithish Kannen
Yao Ma
Gerrit J. J. van den Burg
Jean Baptiste Faddoul
279
4
0
26 Sep 2024
Speak & Spell: LLM-Driven Controllable Phonetic Error Augmentation for Robust Dialogue State Tracking
Jihyun Lee
Solee Im
Wonjun Lee
G. G. Lee
381
1
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10 Sep 2024
Exploring Description-Augmented Dataless Intent Classification
Ruoyu Hu
Foaad Khosmood
Abbas Edalat
AI4TS
327
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25 Jul 2024
MT2ST: Adaptive Multi-Task to Single-Task Learning
Dong Liu
Meng Jiang
526
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26 Jun 2024
Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue
Huifang Du
Shuqin Li
Minghao Wu
Xuejing Feng
Yuan-Fang Li
Haofen Wang
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348
5
0
20 Jun 2024
Plan, Generate and Complicate: Improving Low-resource Dialogue State Tracking via Easy-to-Difficult Zero-shot Data Augmentation
Ming Gu
Yan Yang
307
3
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13 Jun 2024
Generating Uncontextualized and Contextualized Questions for Document-Level Event Argument Extraction
Md Nayem Uddin
Enfa Rose George
Eduardo Blanco
Steven Corman
215
5
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07 Apr 2024
A Neuro-Symbolic Approach to Monitoring Salt Content in Food
Anuja Tayal
Barbara Di Eugenio
Devika Salunke
Andrew D. Boyd
Carolyn Dickens
Eulalia P Abril
Olga Garcia-Bedoya
Paula Allen-Meares
412
3
0
01 Apr 2024
DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations
Weihao Zeng
Dayuan Fu
Keqing He
Yejie Wang
Yukai Xu
Weiran Xu
197
6
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31 Mar 2024
Domain Adaptation in Intent Classification Systems: A Review
Jesse Atuhurra
Hidetaka Kamigaito
Taro Watanabe
Eric Nichols
196
4
0
26 Mar 2024
ILLUMINER: Instruction-tuned Large Language Models as Few-shot Intent Classifier and Slot Filler
Paramita Mirza
Viju Sudhi
S. Sahoo
Sinchana Ramakanth Bhat
464
12
0
26 Mar 2024
JMultiWOZ: A Large-Scale Japanese Multi-Domain Task-Oriented Dialogue Dataset
Atsumoto Ohashi
Ryutaro Hirai
Shinya Iizuka
Ryuichiro Higashinaka
273
5
0
26 Mar 2024
Chain of Thought Explanation for Dialogue State Tracking
Lin Xu
Ningxin Peng
Daquan Zhou
See-Kiong Ng
Jinlan Fu
LRM
263
3
0
07 Mar 2024
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems
Zihao Yi
Jiarui Ouyang
Yuwen Liu
Yuwen Liu
Tianhao Liao
Haohao Luo
Ying Shen
LRM
LLMAG
539
180
0
28 Feb 2024
Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries
Seanie Lee
Jianpeng Cheng
Joris Driesen
Alexandru Coca
Anders Johannsen
RALM
437
7
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20 Feb 2024
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling
Zekun Li
Zhiyu Zoey Chen
Mike Ross
Patrick Huber
Seungwhan Moon
Mohammad Kachuee
Xin Luna Dong
Adithya Sagar
Xifeng Yan
Paul A. Crook
540
47
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16 Feb 2024
DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton
Yiyou Sun
Junjie Hu
Wei Cheng
Haifeng Chen
RALM
AI4CE
488
4
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06 Feb 2024
State Value Generation with Prompt Learning and Self-Training for Low-Resource Dialogue State Tracking
Ming Gu
Yan Yang
Chengcai Chen
Zhou Yu
222
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0
30 Jan 2024
TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and Action-Tree Based Scheduled Sampling
AAAI Conference on Artificial Intelligence (AAAI), 2024
Longxiang Liu
Xiuxing Li
Yang Feng
287
1
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28 Jan 2024
Multi-User Chat Assistant (MUCA): a Framework Using LLMs to Facilitate Group Conversations
Manqing Mao
Paishun Ting
Yijian Xiang
Mingyang Xu
Julia Chen
Jianzhe Lin
LLMAG
477
14
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10 Jan 2024
OmniDialog: An Omnipotent Pre-training Model for Task-Oriented Dialogue System
Mingtao Yang
See-Kiong Ng
Jinlan Fu
280
5
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28 Dec 2023
MultiGPrompt for Multi-Task Pre-Training and Prompting on Graphs
The Web Conference (WWW), 2023
Xingtong Yu
Chang Zhou
Yuan Fang
Xinming Zhang
856
64
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28 Nov 2023
A Survey of the Evolution of Language Model-Based Dialogue Systems: Data, Task and Models
Hongru Wang
Lingzhi Wang
Yiming Du
Liang Chen
Jing Zhou
Yufei Wang
Kam-Fai Wong
LRM
573
23
0
28 Nov 2023
OrchestraLLM: Efficient Orchestration of Language Models for Dialogue State Tracking
Chia-Hsuan Lee
Hao Cheng
Mari Ostendorf
417
18
0
16 Nov 2023
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU
E. Razumovskaia
Goran Glavaš
Anna Korhonen
Ivan Vulić
LRM
391
6
0
16 Nov 2023
End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Libo Qin
Wenbo Pan
Qiguang Chen
Lizi Liao
Zhou Yu
Yue Zhang
Wanxiang Che
Min Li
272
34
0
15 Nov 2023
Workflow-Guided Response Generation for Task-Oriented Dialogue
Do June Min
Paloma Sodhi
Ramya Ramakrishnan
241
1
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Schema Graph-Guided Prompt for Multi-Domain Dialogue State Tracking
Ruolin Su
Ting-Wei Wu
B. Juang
453
2
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10 Nov 2023
Turn-Level Active Learning for Dialogue State Tracking
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Zihan Zhang
Meng Fang
Fanghua Ye
Ling-Hao Chen
Mohammad-Reza Namazi-Rad
321
1
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23 Oct 2023
UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking
Chuang Li
Yan Zhang
Min-Yen Kan
Haizhou Li
315
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16 Oct 2023
InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems
Willy Chung
Samuel Cahyawijaya
Bryan Wilie
Holy Lovenia
Pascale Fung
251
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13 Oct 2023
A Task-oriented Dialog Model with Task-progressive and Policy-aware Pre-training
Natural Language Processing and Chinese Computing (NLPCC), 2023
Lucen Zhong
Hengtong Lu
Caixia Yuan
Fangkun Zhao
Jiashen Sun
Ke Zeng
Guanglu Wan
VLM
220
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01 Oct 2023
User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue
Sam Davidson
Salvatore Romeo
Raphael Shu
James Gung
Arshit Gupta
Saab Mansour
Yi Zhang
ALM
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286
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23 Sep 2023
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt
International Conference on Language Resources and Evaluation (LREC), 2023
Yucheng Cai
Wentao Ma
Yuchuan Wu
Shuzheng Si
Yuan Shao
Zhijian Ou
Yongbin Li
375
4
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20 Sep 2023
Enhancing Large Language Model Induced Task-Oriented Dialogue Systems Through Look-Forward Motivated Goals
Zhiyuan Hu
Yue Feng
Yang Deng
Zekun Li
See-Kiong Ng
Anh Tuan Luu
Bryan Hooi
LLMAG
239
11
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16 Sep 2023
JoTR: A Joint Transformer and Reinforcement Learning Framework for Dialog Policy Learning
Wai-Chung Kwan
Huimin Wang
Hongru Wang
Zezhong Wang
Xian Wu
Yefeng Zheng
Kam-Fai Wong
OffRL
236
1
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01 Sep 2023
Enhancing Performance on Seen and Unseen Dialogue Scenarios using Retrieval-Augmented End-to-End Task-Oriented System
SIGDIAL Conferences (SIGDIAL), 2023
Jianguo Zhang
Stephen Roller
Kun Qian
Zhiwei Liu
Rui Meng
Shelby Heinecke
Haiquan Wang
Silvio Savarese
Caiming Xiong
RALM
235
3
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16 Aug 2023
Curricular Transfer Learning for Sentence Encoded Tasks
Jader Martins Camboim de Sá
Matheus Ferraroni Sanches
R. R. Souza
Júlio Cesar dos Reis
Leandro A. Villas
272
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DiactTOD: Learning Generalizable Latent Dialogue Acts for Controllable Task-Oriented Dialogue Systems
SIGDIAL Conferences (SIGDIAL), 2023
Qingyang Wu
James Gung
Raphael Shu
Yi Zhang
247
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01 Aug 2023
A Knowledge-enhanced Two-stage Generative Framework for Medical Dialogue Information Extraction
Machine Intelligence Research (MIR), 2023
Zefa Hu
Ziyi Ni
Jing Shi
Shuang Xu
Bo Xu
MedIm
488
5
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30 Jul 2023
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