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 22 0 0 04 Apr 2024
GPT-DETOX: An In-Context Learning-Based Paraphraser for Text Detoxification Ali Pesaranghader Nikhil Verma Manasa Bharadwaj 28 3 0 03 Apr 2024
Target-constrained Bidirectional Planning for Generation of Target-oriented Proactive Dialogue Jian Wang Dongding Lin Wenjie Li 14 0 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 28 46 0 31 Jan 2024
We are what we repeatedly do: Inducing and deploying habitual schemas in persona-based responses Benjamin Kane Lenhart Schubert 17 0 0 10 Oct 2023
UniMC: A Unified Framework for Long-Term Memory Conversation via Relevance Representation Learning Kang Zhao W. Liu Jian Luan Ming-liang Gao Li Qian H. Teng Bin Wang 49 5 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 37 13 0 09 Jun 2023
Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue Jian Wang Dongding Lin Wenjie Li 17 19 0 09 May 2023
Contrastive Learning Reduces Hallucination in Conversations Weiwei Sun Zhengliang Shi Shen Gao Pengjie Ren Maarten de Rijke Z. Ren 10 62 0 20 Dec 2022
Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation Zhexin Zhang Jiale Cheng Hao-Lun Sun Jiawen Deng Fei Mi Yasheng Wang Lifeng Shang Minlie Huang SILM 10 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 10 4 0 29 Sep 2022
Selective Token Generation for Few-shot Natural Language Generation DaeJin Jo Taehwan Kwon Eun-Sol Kim Sungwoong Kim 10 1 0 17 Sep 2022
Toxicity Detection with Generative Prompt-based Inference Yau-Shian Wang Y. Chang 64 34 0 24 May 2022
Multi-Stage Prompting for Knowledgeable Dialogue Generation Zihan Liu M. Patwary R. Prenger Shrimai Prabhumoye Wei Ping M. Shoeybi Bryan Catanzaro 11 48 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 9 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 9 6 0 29 Nov 2021
Response Generation with Context-Aware Prompt Learning X. Gu Kang Min Yoo Sang-Woo Lee 6 23 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 29 40 0 16 Oct 2021
Few-Shot Bot: Prompt-Based Learning for Dialogue Systems Andrea Madotto Zhaojiang Lin Genta Indra Winata Pascale Fung 27 81 0 15 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 275 3,784 0 18 Apr 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 238 1,898 0 31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 248 1,382 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 393 2,216 0 03 Sep 2019