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Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems
v1v2 (latest)

Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems

14 August 2020
Andrea Madotto
Zihan Liu
Mohammad Kachuee
Pascale Fung
ArXiv (abs)PDFHTML

Papers citing "Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems"

41 / 41 papers shown
Farmer.Chat: Scaling AI-Powered Agricultural Services for Smallholder
  Farmers
Farmer.Chat: Scaling AI-Powered Agricultural Services for Smallholder Farmers
Namita Singh
Jacqueline Wangómbe
Nereah Okanga
Tetyana Zelenska
Jona Repishti
...
R. Manokaran
Vineet Singh
Mohammed I. Rafiq
Rikin Gandhi
Akshay Nambi
AI4MH
167
19
0
13 Sep 2024
Hallucination Detection: Robustly Discerning Reliable Answers in Large
  Language Models
Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models
Yuyan Chen
Qiang Fu
Yichen Yuan
Zhihao Wen
Ge Fan
Dayiheng Liu
Dongmei Zhang
Zhixu Li
Yanghua Xiao
HILM
273
134
0
04 Jul 2024
Two Tales of Persona in LLMs: A Survey of Role-Playing and
  Personalization
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
1.0K
234
0
03 Jun 2024
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems
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
LRMLLMAG
541
191
0
28 Feb 2024
Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems
Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems
Ivan Sekulić
Silvia Terragni
Victor Guimaraes
Nghia Khau
Bruna Guedes
Modestas Filipavicius
A. Manso
Roland Mathis
244
26
0
20 Feb 2024
Molecule Joint Auto-Encoding: Trajectory Pretraining with 2D and 3D
  Diffusion
Molecule Joint Auto-Encoding: Trajectory Pretraining with 2D and 3D Diffusion
Weitao Du
Jiujiu Chen
Xuecang Zhang
Zhiming Ma
Shengchao Liu
DiffM
306
12
0
06 Dec 2023
Long-Horizon Dialogue Understanding for Role Identification in the Game
  of Avalon with Large Language Models
Long-Horizon Dialogue Understanding for Role Identification in the Game of Avalon with Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Simon Stepputtis
Joseph Campbell
Yaqi Xie
Zhengyang Qi
W. Zhang
Ruiyi Wang
Sanketh Rangreji
Michael Lewis
Katia Sycara
LLMAG
297
12
0
09 Nov 2023
Enhancing Large Language Model Induced Task-Oriented Dialogue Systems
  Through Look-Forward Motivated Goals
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
240
11
0
16 Sep 2023
PatFig: Generating Short and Long Captions for Patent Figures
PatFig: Generating Short and Long Captions for Patent Figures
Dana Aubakirova
Kim Gerdes
Lufei Liu
254
15
0
15 Sep 2023
Adapting Text-based Dialogue State Tracker for Spoken Dialogues
Adapting Text-based Dialogue State Tracker for Spoken Dialogues
Jaeseok Yoon
Seunghyun Hwang
Ran Han
Jeong-Uk Bang
Kee-Eung Kim
237
3
0
29 Aug 2023
Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited
  Annotated Data
Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited Annotated DataComputer Speech and Language (CSL), 2023
Guangzhi Sun
Chuxu Zhang
Ivan Vulić
Paweł Budzianowski
P. Woodland
273
7
0
04 Jul 2023
PatternGPT :A Pattern-Driven Framework for Large Language Model Text
  Generation
PatternGPT :A Pattern-Driven Framework for Large Language Model Text GenerationInternational Conferences on Computing and Pattern Recognition (ICCCPR), 2023
Le Xiao
Xin Shan
456
10
0
02 Jul 2023
Multilingual Few-Shot Learning via Language Model Retrieval
Multilingual Few-Shot Learning via Language Model Retrieval
Genta Indra Winata
Liang-Kang Huang
Soumya Vadlamannati
Yash Chandarana
RALM
174
4
0
19 Jun 2023
Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain
  Adaptation
Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain AdaptationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Taha İbrahim Aksu
MingSung Kan
Nancy F. Chen
VLM
273
14
0
07 Jun 2023
In-Context Learning User Simulators for Task-Oriented Dialog Systems
In-Context Learning User Simulators for Task-Oriented Dialog Systems
Silvia Terragni
Modestas Filipavicius
Nghia Khau
Bruna Guedes
A. Manso
Roland Mathis
288
22
0
01 Jun 2023
Inspecting Spoken Language Understanding from Kids for Basic Math
  Learning at Home
Inspecting Spoken Language Understanding from Kids for Basic Math Learning at HomeWorkshop on Innovative Use of NLP for Building Educational Applications (UNBEA), 2023
Eda Okur
Roddy Fuentes Alba
Saurav Sahay
L. Nachman
228
1
0
01 Jun 2023
Are LLMs All You Need for Task-Oriented Dialogue?
Are LLMs All You Need for Task-Oriented Dialogue?SIGDIAL Conferences (SIGDIAL), 2023
Vojtvech Hudevcek
Ondrej Dusek
364
84
0
13 Apr 2023
An Overview on Language Models: Recent Developments and Outlook
An Overview on Language Models: Recent Developments and OutlookAPSIPA Transactions on Signal and Information Processing (TASIP), 2023
Chengwei Wei
Yun Cheng Wang
Bin Wang
C.-C. Jay Kuo
347
54
0
10 Mar 2023
CrossCodeBench: Benchmarking Cross-Task Generalization of Source Code
  Models
CrossCodeBench: Benchmarking Cross-Task Generalization of Source Code ModelsInternational Conference on Software Engineering (ICSE), 2023
Changan Niu
Chuanyi Li
Vincent Ng
Bin Luo
ELMALM
504
19
0
08 Feb 2023
Enabling Classifiers to Make Judgements Explicitly Aligned with Human
  Values
Enabling Classifiers to Make Judgements Explicitly Aligned with Human Values
Yejin Bang
Tiezheng Yu
Andrea Madotto
Mohammad Kachuee
Mona T. Diab
Pascale Fung
251
14
0
14 Oct 2022
Knowledge-Grounded Conversational Data Augmentation with Generative
  Conversational Networks
Knowledge-Grounded Conversational Data Augmentation with Generative Conversational NetworksSIGDIAL Conferences (SIGDIAL), 2022
Yen-Ting Lin
Alexandros Papangelis
Seokhwan Kim
Dilek Z. Hakkani-Tür
195
9
0
22 Jul 2022
A Study on Prompt-based Few-Shot Learning Methods for Belief State
  Tracking in Task-oriented Dialog Systems
A Study on Prompt-based Few-Shot Learning Methods for Belief State Tracking in Task-oriented Dialog Systems
Debjoy Saha
Bishal Santra
Pawan Goyal
195
3
0
18 Apr 2022
Show, Don't Tell: Demonstrations Outperform Descriptions for
  Schema-Guided Task-Oriented Dialogue
Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented DialogueNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Raghav Gupta
Harrison Lee
Jeffrey Zhao
Abhinav Rastogi
Yuan Cao
Yonghui Wu
181
29
0
08 Apr 2022
Improved and Efficient Conversational Slot Labeling through Question
  Answering
Improved and Efficient Conversational Slot Labeling through Question Answering
Gabor Fuisz
Ivan Vulić
Samuel Gibbons
I. Casanueva
Paweł Budzianowski
254
12
0
05 Apr 2022
Metaphorical User Simulators for Evaluating Task-oriented Dialogue
  Systems
Metaphorical User Simulators for Evaluating Task-oriented Dialogue Systems
Weiwei Sun
Shuyu Guo
Shuo Zhang
Sudipta Singha Roy
Zhumin Chen
Maarten de Rijke
Zhaochun Ren
ELM
341
9
0
02 Apr 2022
Multi-Stage Prompting for Knowledgeable Dialogue Generation
Multi-Stage Prompting for Knowledgeable Dialogue GenerationFindings (Findings), 2022
Zihan Liu
M. Patwary
R. Prenger
Shrimai Prabhumoye
Ming-Yu Liu
Mohammad Shoeybi
Bryan Catanzaro
248
56
0
16 Mar 2022
Survey of Hallucination in Natural Language Generation
Survey of Hallucination in Natural Language GenerationACM Computing Surveys (ACM CSUR), 2022
Ziwei Ji
Nayeon Lee
Rita Frieske
Tiezheng Yu
D. Su
...
Delong Chen
Wenliang Dai
Ho Shu Chan
Andrea Madotto
Pascale Fung
HILMLRM
1.1K
4,194
0
08 Feb 2022
Description-Driven Task-Oriented Dialog Modeling
Description-Driven Task-Oriented Dialog Modeling
Jeffrey Zhao
Raghav Gupta
Yuan Cao
Dian Yu
Mingqiu Wang
Harrison Lee
Abhinav Rastogi
Izhak Shafran
Yonghui Wu
326
71
0
21 Jan 2022
Synthesizing Speech from Intracranial Depth Electrodes using an
  Encoder-Decoder Framework
Synthesizing Speech from Intracranial Depth Electrodes using an Encoder-Decoder FrameworkNeurons, Behavior, Data analysis, and Theory (NBDT), 2021
Jonas Köhler
Maarten C. Ottenhoff
Sophocles Goulis
Miguel Angrick
A. Colon
Louis Wagner
S. Tousseyn
P. Kubben
Christian Herff
320
36
0
02 Nov 2021
Few-Shot Bot: Prompt-Based Learning for Dialogue Systems
Few-Shot Bot: Prompt-Based Learning for Dialogue Systems
Andrea Madotto
Mohammad Kachuee
Genta Indra Winata
Pascale Fung
240
93
0
15 Oct 2021
Template-free Prompt Tuning for Few-shot NER
Template-free Prompt Tuning for Few-shot NER
Ruotian Ma
Xin Zhou
Tao Gui
Y. Tan
Linyang Li
Tao Gui
Xuanjing Huang
VLM
521
202
0
28 Sep 2021
Language Models are Few-shot Multilingual Learners
Language Models are Few-shot Multilingual Learners
Genta Indra Winata
Andrea Madotto
Mohammad Kachuee
Rosanne Liu
J. Yosinski
Pascale Fung
ELMLRM
321
165
0
16 Sep 2021
Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge
  Bases
Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases
Boxi Cao
Hongyu Lin
Xianpei Han
Le Sun
Lingyong Yan
M. Liao
Tong Xue
Jin Xu
308
151
0
17 Jun 2021
Communicating Natural Programs to Humans and Machines
Communicating Natural Programs to Humans and MachinesNeural Information Processing Systems (NeurIPS), 2021
Samuel Acquaviva
Yewen Pu
Marta Kryven
Theo Sechopoulos
Catherine Wong
Gabrielle Ecanow
Maxwell Nye
Michael Henry Tessler
J. Tenenbaum
599
48
0
15 Jun 2021
GenSF: Simultaneous Adaptation of Generative Pre-trained Models and Slot
  Filling
GenSF: Simultaneous Adaptation of Generative Pre-trained Models and Slot FillingSIGDIAL Conferences (SIGDIAL), 2021
Shikib Mehri
M. Eskénazi
AI4CE
198
16
0
13 Jun 2021
Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State
  Tracking
Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State TrackingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021
Mohammad Kachuee
Bing-Quan Liu
Seungwhan Moon
Paul A. Crook
Zhenpeng Zhou
Zhiguang Wang
Zhou Yu
Andrea Madotto
Eunjoon Cho
R. Subba
289
96
0
10 May 2021
Towards Few-Shot Fact-Checking via Perplexity
Towards Few-Shot Fact-Checking via PerplexityNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021
Nayeon Lee
Yejin Bang
Andrea Madotto
Madian Khabsa
Pascale Fung
AAML
218
100
0
17 Mar 2021
N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking
N-Shot Learning for Augmenting Task-Oriented Dialogue State TrackingFindings (Findings), 2021
Taha İbrahim Aksu
Zhengyuan Liu
Min-Yen Kan
Nancy F. Chen
394
9
0
27 Feb 2021
TicketTalk: Toward human-level performance with end-to-end,
  transaction-based dialog systems
TicketTalk: Toward human-level performance with end-to-end, transaction-based dialog systemsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Bill Byrne
Karthikeyan K
Saravanan Ganesh
Mihir Kale
325
27
0
23 Dec 2020
Language Model is All You Need: Natural Language Understanding as
  Question Answering
Language Model is All You Need: Natural Language Understanding as Question Answering
Mahdi Namazifar
Alexandros Papangelis
Gokhan Tur
Dilek Z. Hakkani-Tür
155
50
0
05 Nov 2020
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue
  Systems
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems
Andrea Madotto
Samuel Cahyawijaya
Genta Indra Winata
Yan Xu
Zihan Liu
Mohammad Kachuee
Pascale Fung
417
69
0
28 Sep 2020
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