The Problem of Coherence in Natural Language Explanations of Recommendations

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The Problem of Coherence in Natural Language Explanations of Recommendations

18 December 2023

Jakub Raczynski

Jerzy Stefanowski

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Papers citing "The Problem of Coherence in Natural Language Explanations of Recommendations"

17 / 17 papers shown

Title
Text Chunking for Document Classification for Urban System Management using Large Language Models Joshua Rodriguez Om Sanan Guillermo Vizarreta-Luna Steven A. Conrad 71 0 0 31 Mar 2025
Faithful and Plausible Natural Language Explanations for Image Classification: A Pipeline Approach Adam Wojciechowski Mateusz Lango Ondrej Dusek FAtt 58 1 0 30 Jul 2024
How Can Recommender Systems Benefit from Large Language Models: A Survey Jianghao Lin Xinyi Dai Yunjia Xi Weiwen Liu Bo Chen ... Chenxu Zhu Huifeng Guo Yong Yu Ruiming Tang Weinan Zhang LRM 127 217 0 09 Jun 2023
On Faithfulness and Coherence of Language Explanations for Recommendation Systems Zhouhang Xie Julian McAuley Bodhisattwa Prasad Majumder LRM 66 1 0 12 Sep 2022
Personalized Prompt Learning for Explainable Recommendation Lei Li Yongfeng Zhang Li Chen LRM 55 172 0 15 Feb 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 228 2,423 0 08 Feb 2022
Personalized Transformer for Explainable Recommendation Lei Li Yongfeng Zhang Li Chen 120 139 0 25 May 2021
Validating Label Consistency in NER Data Annotation Qingkai Zeng Mengxia Yu Wenhao Yu Tianwen Jiang Meng Jiang 44 12 0 21 Jan 2021
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 877 42,379 0 28 May 2020
Towards Faithfully Interpretable NLP Systems: How should we define and evaluate faithfulness? Alon Jacovi Yoav Goldberg XAI 131 600 0 07 Apr 2020
Towards Explainable Artificial Intelligence Wojciech Samek K. Müller XAI 75 443 0 26 Sep 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
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Explainable Recommendation: A Survey and New Perspectives Yongfeng Zhang Xu Chen XAI LRM 99 878 0 30 Apr 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 786 132,363 0 12 Jun 2017
RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems Chongyang Tao Lili Mou Dongyan Zhao Rui Yan 85 218 0 11 Jan 2017
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 641 13,432 0 25 Aug 2014