Towards a Unified Conversational Recommendation System: Multi-task Learning via Contextualized Knowledge Distillation

27 October 2023

Papers citing "Towards a Unified Conversational Recommendation System: Multi-task Learning via Contextualized Knowledge Distillation"

18 / 18 papers shown

Title
MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems Yibiao Wei Jie Zou Weikang Guo Guoqing Wang Xing Xu Yang Yang 152 1 0 15 Apr 2025
MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU Yan Li So-Eon Kim Seong-Bae Park S. Han 80 1 0 15 Aug 2024
Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta Information Bowen Yang Cong Han Yu Li Lei Zuo Zhou Yu 66 43 0 15 Dec 2021
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion Kun Zhou Wayne Xin Zhao Shuqing Bian Yuanhang Zhou Ji-Rong Wen Jingsong Yu 88 324 0 08 Jul 2020
Few-shot Natural Language Generation for Task-Oriented Dialog Baolin Peng Chenguang Zhu Chunyuan Li Xiujun Li Jinchao Li Michael Zeng Jianfeng Gao 80 201 0 27 Feb 2020
Towards a Human-like Open-Domain Chatbot Daniel De Freitas Minh-Thang Luong David R. So Jamie Hall Noah Fiedel ... Zi Yang Apoorv Kulshreshtha Gaurav Nemade Yifeng Lu Quoc V. Le 116 939 0 27 Jan 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 194 1,527 0 01 Nov 2019
Towards Knowledge-Based Recommender Dialog System Qibin Chen Junyang Lin Yichang Zhang Ming Ding Yukuo Cen Hongxia Yang Jie Tang 55 240 0 15 Aug 2019
Training Neural Response Selection for Task-Oriented Dialogue Systems Matthew Henderson Ivan Vulić D. Gerz I. Casanueva Paweł Budzianowski Sam Coope Georgios P. Spithourakis Tsung-Hsien Wen N. Mrksic Pei-hao Su 48 111 0 04 Jun 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 352 5,860 0 21 Apr 2019
Towards Deep Conversational Recommendations Raymond Li Samira Ebrahimi Kahou Hannes Schulz Vincent Michalski Laurent Charlin C. Pal 60 374 0 18 Dec 2018
Self-Attentive Sequential Recommendation Wang-Cheng Kang Julian McAuley HAI BDL 181 2,442 0 20 Aug 2018
Extreme Adaptation for Personalized Neural Machine Translation Paul Michel Graham Neubig 62 104 0 04 May 2018
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 194 4,831 0 17 Mar 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 662 29,156 0 09 Sep 2016
Pointing the Unknown Words Çağlar Gülçehre Sungjin Ahn Ramesh Nallapati Bowen Zhou Yoshua Bengio 57 525 0 26 Mar 2016
Incorporating Copying Mechanism in Sequence-to-Sequence Learning Jiatao Gu Zhengdong Lu Hang Li Victor O.K. Li 206 1,540 0 21 Mar 2016
A Diversity-Promoting Objective Function for Neural Conversation Models Jiwei Li Michel Galley Chris Brockett Jianfeng Gao W. Dolan 145 2,402 0 11 Oct 2015