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

14 September 2021

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

23 / 23 papers shown

Title
A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation Jifan Yu Xiaohan Zhang Yifan Xu Xuanyu Lei Zijun Yao Jing Zhang Lei Hou Juanzi Li HILM 35 1 0 04 Apr 2024
GPT-DETOX: An In-Context Learning-Based Paraphraser for Text Detoxification Ali Pesaranghader Nikhil Verma Manasa Bharadwaj 44 3 0 03 Apr 2024
Target-constrained Bidirectional Planning for Generation of Target-oriented Proactive Dialogue Jian Wang Dongding Lin Wenjie Li 24 1 0 10 Mar 2024
On Prompt-Driven Safeguarding for Large Language Models Chujie Zheng Fan Yin Hao Zhou Fandong Meng Jie Zhou Kai-Wei Chang Minlie Huang Nanyun Peng AAML 43 47 0 31 Jan 2024
We are what we repeatedly do: Inducing and deploying habitual schemas in persona-based responses Benjamin Kane Lenhart Schubert 41 0 0 10 Oct 2023
UniMC: A Unified Framework for Long-Term Memory Conversation via Relevance Representation Learning Kang Zhao Wei Liu Jian Luan Ming-liang Gao Li Qian H. Teng Bin Wang 63 6 0 18 Jun 2023
Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning Hengyuan Zhang Dawei Li Yanran Li Chenming Shang Chufan Shi Yong-jia Jiang 43 13 0 09 Jun 2023
Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue Jian Wang Dongding Lin Wenjie Li 32 20 0 09 May 2023
Contrastive Learning Reduces Hallucination in Conversations Weiwei Sun Zhengliang Shi Shen Gao Pengjie Ren Maarten de Rijke Z. Ren 39 62 0 20 Dec 2022
Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation Zhexin Zhang Jiale Cheng Hao Sun Jiawen Deng Fei Mi Yasheng Wang Lifeng Shang Minlie Huang SILM 32 8 0 04 Dec 2022
COMPILING: A Benchmark Dataset for Chinese Complexity Controllable Definition Generation Jiaxin Yuan Cunliang Kong Chenhui Xie Liner Yang Erhong Yang 27 4 0 29 Sep 2022
Selective Token Generation for Few-shot Natural Language Generation DaeJin Jo Taehwan Kwon Eun-Sol Kim Sungwoong Kim 29 1 0 17 Sep 2022
Toxicity Detection with Generative Prompt-based Inference Yau-Shian Wang Y. Chang 85 35 0 24 May 2022
Multi-Stage Prompting for Knowledgeable Dialogue Generation Zihan Liu M. Patwary R. Prenger Shrimai Prabhumoye Ming-Yu Liu M. Shoeybi Bryan Catanzaro 24 50 0 16 Mar 2022
AugESC: Dialogue Augmentation with Large Language Models for Emotional Support Conversation Chujie Zheng Sahand Sabour Jiaxin Wen Zheng Zhang Minlie Huang 22 55 0 26 Feb 2022
PSG: Prompt-based Sequence Generation for Acronym Extraction Bin Li Fei Xia Yi-Zhong Weng Xiusheng Huang Bin Sun Shutao Li 23 6 0 29 Nov 2021
Response Generation with Context-Aware Prompt Learning X. Gu Kang Min Yoo Sang-Woo Lee 22 25 0 04 Nov 2021
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 39 41 0 16 Oct 2021
Few-Shot Bot: Prompt-Based Learning for Dialogue Systems Andrea Madotto Zhaojiang Lin Genta Indra Winata Pascale Fung 42 81 0 15 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,848 0 18 Apr 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,919 0 31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,588 0 21 Jan 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 415 2,586 0 03 Sep 2019