Leonid Boytsov
Leonid Boytsov
Amazon AWS AI Labs
Verified email at - Homepage
Cited by
Cited by
Decoding billions of integers per second through vectorization
D Lemire, L Boytsov
Software: Practice and Experience 45 (1), 1-29, 2015
Metaphor Detection with Cross-Lingual Model Transfer
Y Tsvetkov, L Boytsov, A Gershman, E Nyberg, C Dyer
ACL'2014, 2014
Indexing methods for approximate dictionary searching: Comparative analysis
L Boytsov
Journal of Experimental Algorithmics (JEA) 16, 1.1, 2011
Engineering efficient and effective non-metric space library
L Boytsov, B Naidan
International Conference on Similarity Search and Applications, 280-293, 2013
SIMD Compression and the Intersection of Sorted Integers
D Lemire, L Boytsov, N Kurz
Software: Practice and Experience 46 (6), 2016
SberQuAD--Russian Reading Comprehension Dataset: Description and Analysis
P Efimov, A Chertok, L Boytsov, P Braslavski
arXiv preprint arXiv:1912.09723, 2020
Permutation Search Methods are Efficient, Yet Faster Search is Possible
B Naidan, L Boytsov, E Nyberg
VLDB 8 (12), 2015
Off the beaten path: Let's replace term-based retrieval with k-NN search
L Boytsov, D Novak, Y Malkov, E Nyberg
Proceedings of the 25th ACM International on Conference on Information and …, 2016
Which BM25 do you mean? A large-scale reproducibility study of scoring variants
C Kamphuis, AP Vries, L Boytsov, J Lin
European Conference on Information Retrieval, 28-34, 2020
Comparative Analysis of Data Structures for Approximate Nearest Neighbor Search
A Ponomarenko, N Avrelin, B Naidan, L Boytsov
Deciding on an adjustment for multiplicity in IR experiments
L Boytsov, A Belova, P Westfall
Proceedings of the 36th international ACM SIGIR conference on Research and …, 2013
Learning to Prune in Metric and Non-Metric Spaces
L Boytsov, B Naidan
Neural Information Processing Systems, 2013
A systematic evaluation of transfer learning and pseudo-labeling with BERT-based ranking models
I Mokrii, L Boytsov, P Braslavski
Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021
Exploring classic and neural lexical translation models for information retrieval: Interpretability, effectiveness, and efficiency benefits
L Boytsov, Z Kolter
Advances in Information Retrieval: 43rd European Conference on IR Research …, 2021
Flexible retrieval with NMSLIB and FlexNeuART
L Boytsov, E Nyberg
arXiv preprint arXiv:2010.14848, 2020
Non-Metric Space Library (NMSLIB) Manual
B Naidan, L Boytsov, Y Malkov, D Novak
arXiv preprint arXiv:1508.05470, 2015
Efficient and Accurate Non-Metric k-NN Search with Applications to Text Matching
L Boytsov
Carnegie Mellon University, 2018
Evaluating Learning-to-Rank Methods in the Web Track Adhoc Task.
L Boytsov, A Belova
20-th TREC Conference, 2011
CMU Multiple-choice Question Answering System at NTCIR-11 QA-Lab
D Wang, L Boytsov, J Araki, A Patel, J Gee, Z Liu, E Nyberg, T Mitamura
NTCIR-11, 2014
InPars-Light: Cost-Effective Unsupervised Training of Efficient Rankers
L Boytsov, P Patel, V Sourabh, R Nisar, S Kundu, R Ramanathan, ...
arXiv preprint arXiv:2301.02998, 2023
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