Critically Examining the "Neural Hype": Weak Baselines and the Additivity of Effectiveness Gains from Neural Ranking Models.

Wei Yang|Kuang Lu|Peilin Yang|Jimmy Lin


Anthology ID:DBLP:conf/sigir/YangLYL19
Volume:Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
Year:2019
Venue:Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
Publisher:ACM
Pages:1129-1132
URL:https://doi.org/10.1145/3331184.3331340
DOI:https://doi.org/10.1145/3331184.3331340
DBLP:conf/sigir/YangLYL19
BibTeX:
@inproceedings{yang-2019-critically, author = {Wei Yang and Kuang Lu and Peilin Yang and Jimmy Lin}, editor = {Benjamin Piwowarski and Max Chevalier and \'{E}ric Gaussier and Yoelle Maarek and Jian-Yun Nie and Falk Scholer}, title = {{Critically Examining the "Neural Hype": Weak Baselines and the Additivity of Effectiveness Gains from Neural Ranking Models}}, booktitle = {{Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019}}, pages = {1129--1132}, publisher = {ACM}, year = {2019}, url = {https://doi.org/10.1145/3331184.3331340}, doi = {https://doi.org/10.1145/3331184.3331340} }