Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust
Conversational Understanding

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Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding

23 May 2023

Fan Yang

Xiaojiang Huang

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Papers citing "Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding"

17 / 17 papers shown

Title
PALR: Personalization Aware LLMs for Recommendation Fan Yang Zheng Chen Ziyan Jiang Eunah Cho Xiaojiang Huang Yanbin Lu 82 114 0 12 May 2023
Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction Wang-Cheng Kang Jianmo Ni Nikhil Mehta M. Sathiamoorthy Lichan Hong Ed H. Chi D. Cheng 61 123 0 10 May 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 1.5K 13,472 0 27 Feb 2023
KG-ECO: Knowledge Graph Enhanced Entity Correction for Query Rewriting Jason (Jinglun) Cai Mingda Li Ziyan Jiang Eunah Cho Zheng Chen Yang Liu Xing Fan Chenlei Guo 73 7 0 21 Feb 2023
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding Niranjan Uma Naresh Ziyan Jiang Ankit Sungjin Lee Jie Hao Xing Fan Chenlei Guo 75 6 0 22 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 888 13,228 0 04 Mar 2022
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 251 3,789 0 03 Sep 2021
Personalized Query Rewriting in Conversational AI Agents Alireza Roshan-Ghias Clint Solomon Mathialagan Pragaash Ponnusamy Lambert Mathias Chenlei Guo 34 7 0 09 Nov 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 904 42,463 0 28 May 2020
Pre-Training for Query Rewriting in A Spoken Language Understanding System Zheng Chen Xing Fan Yuan Ling Lambert Mathias Chenlei Guo 43 23 0 13 Feb 2020
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation Xiangnan He Kuan Deng Xiang Wang Yan Li Yongdong Zhang Meng Wang GNN 198 3,685 0 06 Feb 2020
Improving Multi-turn Dialogue Modelling with Utterance ReWriter Hui Su Xiaoyu Shen Rongzhi Zhang Fei Sun Pengwei Hu Cheng Niu Jie Zhou KELM 43 110 0 14 Jun 2019
Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric Learning Daniele Bonadiman Anjishnu Kumar Arpit Mittal 50 13 0 29 May 2019
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer Fei Sun Jun Liu Jian Wu Changhua Pei Xiao Lin Wenwu Ou Peng Jiang BDL HAI 193 2,186 0 14 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
Learning to Attend, Copy, and Generate for Session-Based Query Suggestion Mostafa Dehghani S. Rothe Enrique Alfonseca P. Fleury 3DV 76 114 0 11 Aug 2017
Session-based Recommendations with Recurrent Neural Networks Balázs Hidasi Alexandros Karatzoglou L. Baltrunas D. Tikk 98 2,104 0 21 Nov 2015

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