Multi-Layer Ranking with Large Language Models for News Source Recommendation-Reference-Cited by-同舟云学术

Multi-Layer Ranking with Large Language Models for News Source Recommendation

Published:2024-07-10 Issue: Volume: Page:2537-2542
ISSN:
Container-title:Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval
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Author:

Zhang Wenjia¹^ORCID,Gui Lin²^ORCID,Procter Rob³^ORCID,He Yulan⁴^ORCID

Affiliation:

1. Computer Science, University of Warwick, Coventry, United Kingdom

2. Informatics, King's College London, London, United Kingdom

3. Computer Science, University of Warwick & The Alan Turing Institute, Coventry, United Kingdom

4. Informatics, King's College London & The Alan Turing Institute, London, United Kingdom

Funder

Turing AI Fellowship

UK Engineering and Physical Sciences Research Council

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3626772.3657966

Reference32 articles.

1. Lies Kill, Facts Save: Detecting COVID-19 Misinformation in Twitter

2. MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of Claims

3. A language modeling framework for expert finding

4. Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel M. Ziegler, Jeffrey Wu, Clemens Winter, Christopher Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei. 2020. Language Models are Few-Shot Learners. In Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6--12, 2020, virtual, Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, and Hsuan-Tien Lin (Eds.). https://proceedings.neurips.cc/paper/2020/hash/1457c0d6bfcb4967418bfb8ac142f64a-Abstract.html

5. BeLink