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2005.00796
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A Simple Language Model for Task-Oriented Dialogue
Neural Information Processing Systems (NeurIPS), 2020
2 May 2020
Ehsan Hosseini-Asl
Bryan McCann
Chien-Sheng Wu
Semih Yavuz
R. Socher
Re-assign community
ArXiv (abs)
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HuggingFace (1 upvotes)
Papers citing
"A Simple Language Model for Task-Oriented Dialogue"
50 / 329 papers shown
Beyond Task-Oriented and Chitchat Dialogues: Proactive and Transition-Aware Conversational Agents
Yejin Yoon
Yuri Son
Namyoung So
Minseo Kim
Minsoo Cho
Chanhee Park
Seungshin Lee
Taeuk Kim
LLMAG
211
0
0
11 Nov 2025
Aligning Large Language Models with Procedural Rules: An Autoregressive State-Tracking Prompting for In-Game Trading
Minkyung Kim
J. Kim
Woongcheol Yang
Sangdon Park
Sohee Bae
125
0
0
28 Oct 2025
COMPASS: A Multi-Turn Benchmark for Tool-Mediated Planning & Preference Optimization
Tian Qin
Felix Bai
Ting-Yao Hu
Raviteja Vemulapalli
H. Koppula
...
Bowen Jin
Mert Cemri
Jiarui Lu
Zirui Wang
Meng Cao
LLMAG
169
5
0
08 Oct 2025
Collaborative and Proactive Management of Task-Oriented Conversations
Arezoo Saedi
A. Fatemi
M. Nematbakhsh
S. Rosset
Anne Vilnat
174
0
0
26 Sep 2025
HiCoLoRA: Addressing Context-Prompt Misalignment via Hierarchical Collaborative LoRA for Zero-Shot DST
Shuyu Zhang
Yifan Wei
X. Wang
Yanmin Zhu
Yangfan He
Yixuan Weng
Bin Li
Yujie Liu
VLM
244
0
0
24 Sep 2025
Human vs. Agent in Task-Oriented Conversations
Zhefan Wang
Ning Geng
Zhiqiang Guo
Weizhi Ma
Min Zhang
259
2
0
22 Sep 2025
Improving Dialogue State Tracking through Combinatorial Search for In-Context Examples
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Haesung Pyun
Yoonah Park
Yohan Jo
284
0
0
31 May 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
401
1
0
24 Apr 2025
Self-Adaptive Cognitive Debiasing for Large Language Models in Decision-Making
Yougang Lyu
Shijie Ren
Yue Feng
Zihan Wang
Zhongfu Chen
Zhaochun Ren
Maarten de Rijke
845
1
0
05 Apr 2025
LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation Conversation
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Haitao Li
Yexin Chen
Yiran Hu
Jiaxin Mao
Junjie Chen
Xiaoyu Yang
Jiyan Yang
Yueyue Wu
Zeyang Liu
Wenshu Fan
AILaw
RALM
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246
13
0
28 Feb 2025
Schema Augmentation for Zero-Shot Domain Adaptation in Dialogue State Tracking
Christopher Richardson
Roshan Sharma
Neeraj Gaur
Parisa Haghani
Anirudh S. Sundar
Bhuvana Ramabhadran
406
1
0
24 Feb 2025
Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations
Kunal Handa
Alex Tamkin
Miles McCain
Saffron Huang
Esin Durmus
...
Kevin K. Troy
Dario Amodei
Jared Kaplan
Jack Clark
Deep Ganguli
MLAU
485
5
0
11 Feb 2025
Leveraging In-Context Learning and Retrieval-Augmented Generation for Automatic Question Generation in Educational Domains
Subhankar Maity
Aniket Deroy
Sudeshna Sarkar
241
10
0
29 Jan 2025
SALMONN-omni: A Codec-free LLM for Full-duplex Speech Understanding and Generation
Wenyi Yu
Siyin Wang
Xiaoyu Yang
Xianzhao Chen
Xiaohai Tian
Jing Zhang
Guangzhi Sun
Lu Lu
Longji Xu
Chao Zhang
AuLLM
394
29
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27 Nov 2024
Learning from Relevant Subgoals in Successful Dialogs using Iterative Training for Task-oriented Dialog Systems
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Magdalena Kaiser
P. Ernst
György Szarvas
277
1
0
25 Nov 2024
Towards Full Delegation: Designing Ideal Agentic Behaviors for Travel Planning
Song Jiang
Da JU
Andrew Cohen
Sasha Mitts
Aaron Foss
Justine T Kao
Xian Li
Yuandong Tian
393
8
0
21 Nov 2024
GUIDEQ: Framework for Guided Questioning for progressive informational collection and classification
North American Chapter of the Association for Computational Linguistics (NAACL), 2024
Priya Mishra
Suraj Racha
Kaustubh Ponkshe
Adit Akarsh
Ganesh Ramakrishnan
240
0
0
08 Nov 2024
Improving Multi-Domain Task-Oriented Dialogue System with Offline Reinforcement Learning
BigData Congress [Services Society] (BSS), 2024
Dharmendra Prajapat
Durga Toshniwal
OffRL
252
2
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08 Nov 2024
Beyond Ontology in Dialogue State Tracking for Goal-Oriented Chatbot
Sejin Lee
Dongha Kim
Min Song
376
0
0
30 Oct 2024
Dynamic Strategy Planning for Efficient Question Answering with Large Language Models
Tanmay Parekh
Pradyot Prakash
Alexander Radovic
Akshay Shekher
Denis Savenkov
LRM
872
4
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30 Oct 2024
CorrectionLM: Self-Corrections with SLM for Dialogue State Tracking
Chia-Hsuan Lee
Hao Cheng
Mari Ostendorf
LRM
199
0
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23 Oct 2024
Show and Guide: Instructional-Plan Grounded Vision and Language Model
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Diogo Glória-Silva
David Semedo
João Magalhães
430
1
0
27 Sep 2024
Infusing Emotions into Task-oriented Dialogue Systems: Understanding, Management, and Generation
SIGDIAL Conferences (SIGDIAL), 2024
Shutong Feng
Hsien-chin Lin
Christian Geishauser
Nurul Lubis
Carel van Niekerk
Michael Heck
Benjamin Ruppik
Renato Vukovic
Milica Gašić
292
7
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05 Aug 2024
Beyond Image Prior: Embedding Noise Prior into Conditional Denoising Transformer
Yuanfei Huang
Hua Huang
ViT
363
6
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12 Jul 2024
LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems
J. Mok
Mohammad Kachuee
Shuyang Dai
Shayan Ray
Tara Taghavi
Sungroh Yoon
LLMAG
222
6
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27 Jun 2024
Unsupervised Extraction of Dialogue Policies from Conversations
Makesh Narsimhan Sreedhar
Traian Rebedea
Christopher Parisien
OffRL
274
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21 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
OffRL
348
5
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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
Should We Fine-Tune or RAG? Evaluating Different Techniques to Adapt LLMs for Dialogue
Simone Alghisi
Massimo Rizzoli
Gabriel Roccabruna
Seyed Mahed Mousavi
Giuseppe Riccardi
OffRL
594
19
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ComplexTempQA:A 100m Dataset for Complex Temporal Question Answering
Raphael Gruber
Abdelrahman Abdallah
Michael Färber
Adam Jatowt
448
9
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07 Jun 2024
Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization
Yu-Min Tseng
Yu-Chao Huang
Teng-Yun Hsiao
Yu-Ching Hsu
Chao-Wei Huang
Jia-Yin Foo
Yun-Nung Chen
LLMAG
985
223
0
03 Jun 2024
Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems
Vishal Vivek Saley
Rocktim Jyoti Das
Lucian Popa
Mausam
345
7
0
24 May 2024
Redefining Information Retrieval of Structured Database via Large Language Models
Mingzhu Wang
Yuzhe Zhang
Qihang Zhao
Juanyi Yang
Kuanqi Cai
RALM
KELM
262
3
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Advancing Social Intelligence in AI Agents: Technical Challenges and Open Questions
Leena Mathur
Paul Pu Liang
Louis-Philippe Morency
LLMAG
302
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Modeling Low-Resource Health Coaching Dialogues via Neuro-Symbolic Goal Summarization and Text-Units-Text Generation
Yue Zhou
Barbara Di Eugenio
Brian Ziebart
Lisa Sharp
Bing Liu
Nikolaos Agadakos
285
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16 Apr 2024
Towards Enhancing Health Coaching Dialogue in Low-Resource Settings
Yue Zhou
Barbara Di Eugenio
Brian Ziebart
Lisa Sharp
Bing Liu
Ben S. Gerber
Nikolaos Agadakos
S. Yadav
263
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Towards Objectively Benchmarking Social Intelligence for Language Agents at Action Level
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ALM
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239
10
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Mix-Initiative Response Generation with Dynamic Prefix Tuning
Yuxiang Nie
Heyan Huang
Xian-Ling Mao
Lizi Liao
189
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JMultiWOZ: A Large-Scale Japanese Multi-Domain Task-Oriented Dialogue Dataset
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Shinya Iizuka
Ryuichiro Higashinaka
269
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Haneul Yoo
Jun-Hee Myung
Minsun Kim
Tak Yeon Lee
So-Yeon Ahn
Alice Oh
171
17
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Chain of Thought Explanation for Dialogue State Tracking
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Ningxin Peng
Daquan Zhou
See-Kiong Ng
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253
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Mario Fritz
394
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534
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Chitchat as Interference: Adding User Backstories to Task-Oriented Dialogues
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440
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363
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Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems
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Silvia Terragni
Victor Guimaraes
Nghia Khau
Bruna Guedes
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233
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Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries
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Jianpeng Cheng
Joris Driesen
Alexandru Coca
Anders Johannsen
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418
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20 Feb 2024
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling
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Zhiyu Zoey Chen
Mike Ross
Patrick Huber
Seungwhan Moon
Mohammad Kachuee
Xin Luna Dong
Adithya Sagar
Xifeng Yan
Paul A. Crook
536
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Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models
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Henryk Michalewski
Mateusz Malinowski
LRM
236
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SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State Tracking
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Bo-Hsiang Tseng
Joel Ruben Antony Moniz
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Hong-ye Yu
Shruti Bhargava
SyDa
317
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