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Exploring Prompt-based Few-shot Learning for Grounded Dialog Generation
v1v2 (latest)

Exploring Prompt-based Few-shot Learning for Grounded Dialog Generation

14 September 2021
Chujie Zheng
Shiyu Huang
ArXiv (abs)PDFHTML

Papers citing "Exploring Prompt-based Few-shot Learning for Grounded Dialog Generation"

19 / 19 papers shown
A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded
  Dialogue Generation
A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue GenerationInternational Conference on Language Resources and Evaluation (LREC), 2024
Jifan Yu
Xiaohan Zhang
Yifan Xu
Xuanyu Lei
Zijun Yao
Jing Zhang
Lei Hou
Juanzi Li
HILM
339
5
0
04 Apr 2024
GPT-DETOX: An In-Context Learning-Based Paraphraser for Text
  Detoxification
GPT-DETOX: An In-Context Learning-Based Paraphraser for Text DetoxificationInternational Conference on Machine Learning and Applications (ICMLA), 2023
Ali Pesaranghader
Nikhil Verma
Manasa Bharadwaj
306
8
0
03 Apr 2024
Target-constrained Bidirectional Planning for Generation of
  Target-oriented Proactive Dialogue
Target-constrained Bidirectional Planning for Generation of Target-oriented Proactive Dialogue
Jian Wang
Dongding Lin
Wenjie Li
312
8
0
10 Mar 2024
On Prompt-Driven Safeguarding for Large Language Models
On Prompt-Driven Safeguarding for Large Language Models
Chujie Zheng
Fan Yin
Hao Zhou
Fandong Meng
Jie Zhou
Kai-Wei Chang
Shiyu Huang
Nanyun Peng
AAML
563
112
0
31 Jan 2024
We are what we repeatedly do: Inducing and deploying habitual schemas in
  persona-based responses
We are what we repeatedly do: Inducing and deploying habitual schemas in persona-based responsesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Benjamin Kane
Lenhart Schubert
275
3
0
10 Oct 2023
UniMC: A Unified Framework for Long-Term Memory Conversation via
  Relevance Representation Learning
UniMC: A Unified Framework for Long-Term Memory Conversation via Relevance Representation Learning
Kang Zhao
Wen Liu
Jian Luan
Ming-liang Gao
Li Qian
H. Teng
Sijin Yu
256
8
0
18 Jun 2023
Assisting Language Learners: Automated Trans-Lingual Definition
  Generation via Contrastive Prompt Learning
Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt LearningWorkshop on Innovative Use of NLP for Building Educational Applications (UNBEA), 2023
Hengyuan Zhang
Dawei Li
Yanran Li
Chenming Shang
Chufan Shi
Yong Jiang
334
18
0
09 Jun 2023
Dialogue Planning via Brownian Bridge Stochastic Process for
  Goal-directed Proactive Dialogue
Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive DialogueAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Jian Wang
Dongding Lin
Wenjie Li
214
25
0
09 May 2023
Contrastive Learning Reduces Hallucination in Conversations
Contrastive Learning Reduces Hallucination in ConversationsAAAI Conference on Artificial Intelligence (AAAI), 2022
Weiwei Sun
Zhengliang Shi
Shen Gao
Sudipta Singha Roy
Maarten de Rijke
Zhaochun Ren
323
92
0
20 Dec 2022
Constructing Highly Inductive Contexts for Dialogue Safety through
  Controllable Reverse Generation
Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zhexin Zhang
Jiale Cheng
Hao Sun
Jiawen Deng
Fei Mi
Yasheng Wang
Lifeng Shang
Shiyu Huang
SILM
416
11
0
04 Dec 2022
COMPILING: A Benchmark Dataset for Chinese Complexity Controllable
  Definition Generation
COMPILING: A Benchmark Dataset for Chinese Complexity Controllable Definition GenerationChina National Conference on Chinese Computational Linguistics (CCL), 2022
Jiaxin Yuan
Cunliang Kong
Chenhui Xie
Liner Yang
Erhong Yang
338
6
0
29 Sep 2022
Selective Token Generation for Few-shot Natural Language Generation
Selective Token Generation for Few-shot Natural Language GenerationInternational Conference on Computational Linguistics (COLING), 2022
DaeJin Jo
Taehwan Kwon
Eun-Sol Kim
Sungwoong Kim
235
1
0
17 Sep 2022
Toxicity Detection with Generative Prompt-based Inference
Toxicity Detection with Generative Prompt-based Inference
Yau-Shian Wang
Y. Chang
361
46
0
24 May 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
243
56
0
16 Mar 2022
AugESC: Dialogue Augmentation with Large Language Models for Emotional
  Support Conversation
AugESC: Dialogue Augmentation with Large Language Models for Emotional Support ConversationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Chujie Zheng
Sahand Sabour
Jiaxin Wen
Zheng Zhang
Shiyu Huang
330
105
0
26 Feb 2022
PSG: Prompt-based Sequence Generation for Acronym Extraction
PSG: Prompt-based Sequence Generation for Acronym Extraction
Bin Li
Fei Xia
Yi-Zhong Weng
Xiusheng Huang
Bin Sun
Shutao Li
333
7
0
29 Nov 2021
Response Generation with Context-Aware Prompt Learning
Response Generation with Context-Aware Prompt Learning
X. Gu
Kang Min Yoo
Sang-Woo Lee
505
28
0
04 Nov 2021
Think Before You Speak: Explicitly Generating Implicit Commonsense
  Knowledge for Response Generation
Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation
Pei Zhou
Karthik Gopalakrishnan
Behnam Hedayatnia
Seokhwan Kim
Jay Pujara
Xiang Ren
Yang Liu
Dilek Z. Hakkani-Tür
315
45
0
16 Oct 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
1
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