Leonid Boytsov

According to our database, Leonid Boytsov authored at least 30 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Curious Case of Remarkable Resilience to Gradient Attacks via Fully Convolutional and Differentiable Front End with a Skip Connection.

Leonid Boytsov, Ameya Joshi, Filipe Condessa

CoRR, 2024

2023

InPars-Light: Cost-Effective Unsupervised Training of Efficient Rankers.

Leonid Boytsov, Preksha Patel, Vivek Sourabh, Riddhi Nisar, Sayani Kundu, Ramya Ramanathan, Eric Nyberg

CoRR, 2023

The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer.

Pavel Efimov, Leonid Boytsov, Elena Arslanova, Pavel Braslavski

Proceedings of the Advances in Information Retrieval, 2023

2022

Understanding Performance of Long-Document Ranking Models through Comprehensive Evaluation and Leaderboarding.

Leonid Boytsov, Tianyi Lin, Fangwei Gao, Yutian Zhao, Jeffrey Huang, Eric Nyberg

CoRR, 2022

Smooth-Reduce: Leveraging Patches for Improved Certified Robustness.

Ameya Joshi, Minh Pham, Minsu Cho, Leonid Boytsov, Filipe Condessa, J. Zico Kolter, Chinmay Hegde

CoRR, 2022

2021

A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking Models.

Iurii Mokrii, Leonid Boytsov, Pavel Braslavski

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency Benefits.

Leonid Boytsov, Zico Kolter

Proceedings of the Advances in Information Retrieval, 2021

2020

Traditional IR rivals neural models on the MS~MARCO Document Ranking Leaderboard.

Leonid Boytsov

CoRR, 2020

Flexible retrieval with NMSLIB and FlexNeuART.

Leonid Boytsov, Eric Nyberg

CoRR, 2020

Which BM25 Do You Mean? A Large-Scale Reproducibility Study of Scoring Variants.

Chris Kamphuis, Arjen P. de Vries, Leonid Boytsov, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2020

SberQuAD - Russian Reading Comprehension Dataset: Description and Analysis.

Pavel Efimov, Andrey Chertok, Leonid Boytsov, Pavel Braslavski

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020

2019

SberQuAD - Russian Reading Comprehension Dataset: Description and Analysis.

Pavel Efimov, Leonid Boytsov, Pavel Braslavski

CoRR, 2019

Accurate and Fast Retrieval for Complex Non-metric Data via Neighborhood Graphs.

Leonid Boytsov, Eric Nyberg

Proceedings of the Similarity Search and Applications - 12th International Conference, 2019

Pruning Algorithms for Low-Dimensional Non-metric k-NN Search: A Case Study.

Leonid Boytsov, Eric Nyberg

Proceedings of the Similarity Search and Applications - 12th International Conference, 2019

2017

A Simple Derivation of the Heap's Law from the Generalized Zipf's Law.

Leonid Boytsov

CoRR, 2017

2016

SIMD compression and the intersection of sorted integers.

Daniel Lemire, Leonid Boytsov, Nathan Kurz

Softw. Pract. Exp., 2016

Off the Beaten Path: Let's Replace Term-Based Retrieval with k-NN Search.

Leonid Boytsov, David Novak, Yury A. Malkov, Eric Nyberg

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Decoding billions of integers per second through vectorization.

Daniel Lemire, Leonid Boytsov

Softw. Pract. Exp., 2015

Permutation Search Methods are Efficient, Yet Faster Search is Possible.

Bilegsaikhan Naidan, Leonid Boytsov, Eric Nyberg

Proc. VLDB Endow., 2015

Non-Metric Space Library Manual.

Bilegsaikhan Naidan, Leonid Boytsov

CoRR, 2015

2014

CMU Multiple-choice Question Answering System at NTCIR-11 QA-Lab.

Di Wang, Leonid Boytsov, Jun Araki, Alkesh Patel, Jeff Gee, Zhengzhong Liu, Eric Nyberg, Teruko Mitamura

Proceedings of the 11th NTCIR Conference on Evaluation of Information Access Technologies, 2014

Metaphor Detection with Cross-Lingual Model Transfer.

Yulia Tsvetkov, Leonid Boytsov, Anatole Gershman, Eric Nyberg, Chris Dyer

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

Engineering Efficient and Effective Non-metric Space Library.

Leonid Boytsov, Bilegsaikhan Naidan

Proceedings of the Similarity Search and Applications - 6th International Conference, 2013

Deciding on an adjustment for multiplicity in IR experiments.

Leonid Boytsov, Anna Belova, Peter Westfall

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Learning to Prune in Metric and Non-Metric Spaces.

Leonid Boytsov, Bilegsaikhan Naidan

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2012

Does Category A Anchor Text Improve Category B Results?

Leonid Boytsov

Proceedings of The Twenty-First Text REtrieval Conference, 2012

Super-Linear Indices for Approximate Dictionary Searching.

Leonid Boytsov

Proceedings of the Similarity Search and Applications - 5th International Conference, 2012

2011

Indexing methods for approximate dictionary searching: Comparative analysis.

Leonid Boytsov

ACM J. Exp. Algorithmics, 2011

Evaluating Learning-to-Rank Methods in the Web Track Adhoc Task.

Leonid Boytsov, Anna Belova

Proceedings of The Twentieth Text REtrieval Conference, 2011

2010

Lessons Learned From Indexing Close Word Pairs.

Leonid Boytsov, Anna Belova

Proceedings of The Nineteenth Text REtrieval Conference, 2010