Generation-based vs. Retrieval-based Conversational Recommendation: A User-Centric Comparison-Reference-Cited by-同舟云学术

Generation-based vs. Retrieval-based Conversational Recommendation: A User-Centric Comparison

Published:2021-09-13 Issue: Volume: Page:
ISSN:
Container-title:Fifteenth ACM Conference on Recommender Systems
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Author:

Manzoor Ahtsham¹,Jannach Dietmar¹

Affiliation:

1. University of Klagenfurt, Austria

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3460231.3475942

Reference38 articles.

1. Lisa Ballesteros and W Bruce Croft. 1997. Phrasal translation and query expansion techniques for cross-language information retrieval. In ACM SIGIR Forum Vol. 31. 84–91. Lisa Ballesteros and W Bruce Croft. 1997. Phrasal translation and query expansion techniques for cross-language information retrieval. In ACM SIGIR Forum Vol. 31. 84–91.

2. Matthew W Bilotti Paul Ogilvie Jamie Callan and Eric Nyberg. 2007. Structured retrieval for question answering. In SIGIR ’07. 351–358. Matthew W Bilotti Paul Ogilvie Jamie Callan and Eric Nyberg. 2007. Structured retrieval for question answering. In SIGIR ’07. 351–358.

3. Li Chen and Pearl Pu. 2006. Evaluating critiquing-based recommender agents. In AAAI ’06. 157–162. Li Chen and Pearl Pu. 2006. Evaluating critiquing-based recommender agents. In AAAI ’06. 157–162.

4. Qibin Chen Junyang Lin Yichang Zhang Ming Ding Yukuo Cen Hongxia Yang and Jie Tang. 2019. Towards Knowledge-Based Recommender Dialog System. In EMNLP-IJCNLP ’19. 1803–1813. Qibin Chen Junyang Lin Yichang Zhang Ming Ding Yukuo Cen Hongxia Yang and Jie Tang. 2019. Towards Knowledge-Based Recommender Dialog System. In EMNLP-IJCNLP ’19. 1803–1813.

5. Qibin Chen Junyang Lin Yichang Zhang Hongxia Yang Jingren Zhou and Jie Tang. 2019. Towards knowledge-based personalized product description generation in e-commerce. In KDD ’19. 3040–3050. Qibin Chen Junyang Lin Yichang Zhang Hongxia Yang Jingren Zhou and Jie Tang. 2019. Towards knowledge-based personalized product description generation in e-commerce. In KDD ’19. 3040–3050.

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