Leonid Boytsov

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 26

Top Topics

Pruning Algorithm

Top Venues

Softw. Pract. Exp.

Proc. VLDB Endow.

Publications

Leonid Boytsov, Ameya Joshi, Filipe Condessa
A Curious Case of Remarkable Resilience to Gradient Attacks via Fully Convolutional and Differentiable Front End with a Skip Connection. CoRR (2024)
Rustem Yeshpanov, Pavel Efimov, Leonid Boytsov, Ardak Shalkarbayuli, Pavel Braslavski
KazQAD: Kazakh Open-Domain Question Answering Dataset. CoRR (2024)
Leonid Boytsov, Preksha Patel, Vivek Sourabh, Riddhi Nisar, Sayani Kundu, Ramya Ramanathan, Eric Nyberg
InPars-Light: Cost-Effective Unsupervised Training of Efficient Rankers. Trans. Mach. Learn. Res. 2024 (2024)
Rustem Yeshpanov, Pavel Efimov, Leonid Boytsov, Ardak Shalkarbayuli, Pavel Braslavski
KazQAD: Kazakh Open-Domain Question Answering Dataset. LREC/COLING (2024)
Leonid Boytsov, Preksha Patel, Vivek Sourabh, Riddhi Nisar, Sayani Kundu, Ramya Ramanathan, Eric Nyberg
InPars-Light: Cost-Effective Unsupervised Training of Efficient Rankers. CoRR (2023)
Pavel Efimov, Leonid Boytsov, Elena Arslanova, Pavel Braslavski
The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer. ECIR (3) (2023)
Pavel Efimov, Leonid Boytsov, Elena Arslanova, Pavel Braslavski
The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer. CoRR (2022)
Ameya Joshi, Minh Pham, Minsu Cho, Leonid Boytsov, Filipe Condessa, J. Zico Kolter, Chinmay Hegde
Smooth-Reduce: Leveraging Patches for Improved Certified Robustness. CoRR (2022)
Leonid Boytsov, Tianyi Lin, Fangwei Gao, Yutian Zhao, Jeffrey Huang, Eric Nyberg
Understanding Performance of Long-Document Ranking Models through Comprehensive Evaluation and Leaderboarding. CoRR (2022)
Leonid Boytsov, Zico Kolter
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency Benefits. CoRR (2021)
Iurii Mokrii, Leonid Boytsov, Pavel Braslavski
A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking Models. CoRR (2021)
Iurii Mokrii, Leonid Boytsov, Pavel Braslavski
A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking Models. SIGIR (2021)
Leonid Boytsov, Zico Kolter
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency Benefits. ECIR (1) (2021)
Chris Kamphuis, Arjen P. de Vries, Leonid Boytsov, Jimmy Lin
Which BM25 Do You Mean? A Large-Scale Reproducibility Study of Scoring Variants. ECIR (2) (2020)
Pavel Efimov, Andrey Chertok, Leonid Boytsov, Pavel Braslavski
SberQuAD - Russian Reading Comprehension Dataset: Description and Analysis. CLEF (2020)
Leonid Boytsov, Eric Nyberg
Flexible retrieval with NMSLIB and FlexNeuART. CoRR (2020)
Leonid Boytsov
Traditional IR rivals neural models on the MS~MARCO Document Ranking Leaderboard. CoRR (2020)
Leonid Boytsov, Eric Nyberg
Pruning Algorithms for Low-Dimensional Non-metric k-NN Search: A Case Study. SISAP (2019)
Pavel Efimov, Leonid Boytsov, Pavel Braslavski
SberQuAD - Russian Reading Comprehension Dataset: Description and Analysis. CoRR (2019)
Leonid Boytsov, Eric Nyberg
Pruning Algorithms for Low-Dimensional Non-metric k-NN Search: A Case Study. CoRR (2019)
Leonid Boytsov, Eric Nyberg
Accurate and Fast Retrieval for Complex Non-metric Data via Neighborhood Graphs. CoRR (2019)
Leonid Boytsov, Eric Nyberg
Accurate and Fast Retrieval for Complex Non-metric Data via Neighborhood Graphs. SISAP (2019)
Leonid Boytsov
A Simple Derivation of the Heap's Law from the Generalized Zipf's Law. CoRR (2017)
Daniel Lemire, Leonid Boytsov, Nathan Kurz
SIMD compression and the intersection of sorted integers. Softw. Pract. Exp. 46 (6) (2016)
Leonid Boytsov, David Novak, Yury A. Malkov, Eric Nyberg
Off the Beaten Path: Let's Replace Term-Based Retrieval with k-NN Search. CIKM (2016)
Leonid Boytsov, David Novak, Yury A. Malkov, Eric Nyberg
Off the Beaten Path: Let's Replace Term-Based Retrieval with k-NN Search. CoRR (2016)
Daniel Lemire, Leonid Boytsov
Decoding billions of integers per second through vectorization. Softw. Pract. Exp. 45 (1) (2015)
Bilegsaikhan Naidan, Leonid Boytsov
Non-Metric Space Library Manual. CoRR (2015)
Bilegsaikhan Naidan, Leonid Boytsov, Eric Nyberg
Permutation Search Methods are Efficient, Yet Faster Search is Possible. CoRR (2015)
Bilegsaikhan Naidan, Leonid Boytsov, Eric Nyberg
Permutation Search Methods are Efficient, Yet Faster Search is Possible. Proc. VLDB Endow. 8 (12) (2015)
Daniel Lemire, Leonid Boytsov, Nathan Kurz
SIMD Compression and the Intersection of Sorted Integers. CoRR (2014)
Di Wang, Leonid Boytsov, Jun Araki, Alkesh Patel, Jeff Gee, Zhengzhong Liu, Eric Nyberg, Teruko Mitamura
CMU Multiple-choice Question Answering System at NTCIR-11 QA-Lab. NTCIR (2014)
Yulia Tsvetkov, Leonid Boytsov, Anatole Gershman, Eric Nyberg, Chris Dyer
Metaphor Detection with Cross-Lingual Model Transfer. ACL (1) (2014)
Leonid Boytsov, Bilegsaikhan Naidan
Engineering Efficient and Effective Non-metric Space Library. SISAP (2013)
Leonid Boytsov, Bilegsaikhan Naidan
Learning to Prune in Metric and Non-Metric Spaces. NIPS (2013)
Leonid Boytsov, Anna Belova, Peter Westfall
Deciding on an adjustment for multiplicity in IR experiments. SIGIR (2013)
Leonid Boytsov
Does Category A Anchor Text Improve Category B Results? TREC (2012)
Daniel Lemire, Leonid Boytsov
Decoding billions of integers per second through vectorization CoRR (2012)
Leonid Boytsov
Super-Linear Indices for Approximate Dictionary Searching. SISAP (2012)
Leonid Boytsov
Indexing methods for approximate dictionary searching: Comparative analysis. ACM J. Exp. Algorithmics 16 (1) (2011)
Leonid Boytsov, Anna Belova
Evaluating Learning-to-Rank Methods in the Web Track Adhoc Task. TREC (2011)
Leonid Boytsov, Anna Belova
Lessons Learned From Indexing Close Word Pairs. TREC (2010)