Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue Generation

12 September 2021

Leyang Cui

Yu-Huan Wu

Shujie Liu

Yue Zhang

ArXiv PDF HTML

Papers citing "Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue Generation"

21 / 21 papers shown

Title
Knowledge-Grounded Dialogue Generation with Pre-trained Language Models Xueliang Zhao Wei Wu Can Xu Chongyang Tao Dongyan Zhao Rui Yan 247 193 0 17 Oct 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention Ikuya Yamada Akari Asai Hiroyuki Shindo Hideaki Takeda Yuji Matsumoto 95 669 0 02 Oct 2020
Recipes for building an open-domain chatbot Stephen Roller Emily Dinan Naman Goyal Da Ju Mary Williamson ... Myle Ott Kurt Shuster Eric Michael Smith Y-Lan Boureau Jason Weston ALM 115 1,008 0 28 Apr 2020
Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills Eric Michael Smith Mary Williamson Kurt Shuster Jason Weston Y-Lan Boureau 58 223 0 17 Apr 2020
Low-Resource Knowledge-Grounded Dialogue Generation Xueliang Zhao Wei Wu Chongyang Tao Can Xu Dongyan Zhao Rui Yan 101 110 0 24 Feb 2020
Sequential Latent Knowledge Selection for Knowledge-Grounded Dialogue Byeongchang Kim Jaewoo Ahn Gunhee Kim BDL 104 169 0 18 Feb 2020
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang Siqi Sun Michel Galley Yen-Chun Chen Chris Brockett Xiang Gao Jianfeng Gao Jingjing Liu W. Dolan VLM 169 1,523 0 01 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 246 10,819 0 29 Oct 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 277 658 0 09 Sep 2019
SenseBERT: Driving Some Sense into BERT Yoav Levine Barak Lenz Or Dagan Ori Ram Dan Padnos Or Sharir Shai Shalev-Shwartz Amnon Shashua Y. Shoham SSL 61 187 0 15 Aug 2019
Incremental Transformer with Deliberation Decoder for Document Grounded Conversations Zekang Li Cheng Niu Fandong Meng Yang Feng Q. Li Jie Zhou 69 116 0 20 Jul 2019
ERNIE: Enhanced Language Representation with Informative Entities Zhengyan Zhang Xu Han Zhiyuan Liu Xin Jiang Maosong Sun Qun Liu 95 1,397 0 17 May 2019
Better Automatic Evaluation of Open-Domain Dialogue Systems with Contextualized Embeddings Sarik Ghazarian Johnny Tian-Zheng Wei Aram Galstyan Nanyun Peng 44 90 0 24 Apr 2019
ERNIE: Enhanced Representation through Knowledge Integration Yu Sun Shuohuan Wang Yukun Li Shikun Feng Xuyi Chen Han Zhang Xin Tian Danxiang Zhu Hao Tian Hua Wu 121 901 0 19 Apr 2019
Learning to Select Knowledge for Response Generation in Dialog Systems Rongzhong Lian Min Xie Fan Wang Jinhua Peng Hua Wu 64 203 0 13 Feb 2019
Wizard of Wikipedia: Knowledge-Powered Conversational agents Emily Dinan Stephen Roller Kurt Shuster Angela Fan Michael Auli Jason Weston RALM KELM 113 947 0 03 Nov 2018
Response Generation by Context-aware Prototype Editing Yu Wu Furu Wei Shaohan Huang Yunli Wang Zhoujun Li Ming Zhou KELM 47 121 0 19 Jun 2018
Personalizing Dialogue Agents: I have a dog, do you have pets too? Saizheng Zhang Emily Dinan Jack Urbanek Arthur Szlam Douwe Kiela Jason Weston 103 1,456 0 22 Jan 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 692 131,526 0 12 Jun 2017
A Knowledge-Grounded Neural Conversation Model Marjan Ghazvininejad Chris Brockett Ming-Wei Chang W. Dolan Jianfeng Gao Wen-tau Yih Michel Galley BDL 97 573 0 07 Feb 2017
Understanding deep learning requires rethinking generalization Chiyuan Zhang Samy Bengio Moritz Hardt Benjamin Recht Oriol Vinyals HAI 339 4,626 0 10 Nov 2016