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Leonid Boytsov
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2020 – today
- 2024
- [j5]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) - [c18]Rustem Yeshpanov, Pavel Efimov, Leonid Boytsov, Ardak Shalkarbayuli, Pavel Braslavski:
KazQAD: Kazakh Open-Domain Question Answering Dataset. LREC/COLING 2024: 9645-9656 - [i19]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 abs/2402.17018 (2024) - [i18]Rustem Yeshpanov, Pavel Efimov, Leonid Boytsov, Ardak Shalkarbayuli, Pavel Braslavski:
KazQAD: Kazakh Open-Domain Question Answering Dataset. CoRR abs/2404.04487 (2024) - 2023
- [c17]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: 51-67 - [i17]Leonid Boytsov, Preksha Patel, Vivek Sourabh, Riddhi Nisar, Sayani Kundu, Ramya Ramanathan, Eric Nyberg:
InPars-Light: Cost-Effective Unsupervised Training of Efficient Rankers. CoRR abs/2301.02998 (2023) - 2022
- [i16]Pavel Efimov, Leonid Boytsov, Elena Arslanova, Pavel Braslavski:
The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer. CoRR abs/2204.06457 (2022) - [i15]Ameya Joshi, Minh Pham, Minsu Cho, Leonid Boytsov, Filipe Condessa, J. Zico Kolter, Chinmay Hegde:
Smooth-Reduce: Leveraging Patches for Improved Certified Robustness. CoRR abs/2205.06154 (2022) - [i14]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 abs/2207.01262 (2022) - 2021
- [c16]Leonid Boytsov, Zico Kolter:
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency Benefits. ECIR (1) 2021: 63-78 - [c15]Iurii Mokrii, Leonid Boytsov, Pavel Braslavski
A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking Models. SIGIR 2021: 2081-2085 - [i13]Leonid Boytsov, Zico Kolter:
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency Benefits. CoRR abs/2102.06815 (2021) - [i12]Iurii Mokrii, Leonid Boytsov, Pavel Braslavski:
A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking Models. CoRR abs/2103.03335 (2021) - 2020
- [c14]Pavel Efimov
SberQuAD - Russian Reading Comprehension Dataset: Description and Analysis. CLEF 2020: 3-15 - [c13]Chris Kamphuis, Arjen P. de Vries
Which BM25 Do You Mean? A Large-Scale Reproducibility Study of Scoring Variants. ECIR (2) 2020: 28-34 - [i11]Leonid Boytsov, Eric Nyberg:
Flexible retrieval with NMSLIB and FlexNeuART. CoRR abs/2010.14848 (2020) - [i10]Leonid Boytsov:
Traditional IR rivals neural models on the MS~MARCO Document Ranking Leaderboard. CoRR abs/2012.08020 (2020)
2010 – 2019
- 2019
- [c12]Leonid Boytsov, Eric Nyberg:
Pruning Algorithms for Low-Dimensional Non-metric k-NN Search: A Case Study. SISAP 2019: 72-85 - [c11]Leonid Boytsov, Eric Nyberg:
Accurate and Fast Retrieval for Complex Non-metric Data via Neighborhood Graphs. SISAP 2019: 128-142 - [i9]Leonid Boytsov, Eric Nyberg:
Accurate and Fast Retrieval for Complex Non-metric Data via Neighborhood Graphs. CoRR abs/1910.03534 (2019) - [i8]Leonid Boytsov, Eric Nyberg:
Pruning Algorithms for Low-Dimensional Non-metric k-NN Search: A Case Study. CoRR abs/1910.03539 (2019) - [i7]Pavel Efimov, Leonid Boytsov, Pavel Braslavski:
SberQuAD - Russian Reading Comprehension Dataset: Description and Analysis. CoRR abs/1912.09723 (2019) - 2017
- [i6]Leonid Boytsov:
A Simple Derivation of the Heap's Law from the Generalized Zipf's Law. CoRR abs/1711.03066 (2017) - 2016
- [j4]Daniel Lemire
SIMD compression and the intersection of sorted integers. Softw. Pract. Exp. 46(6): 723-749 (2016) - [c10]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: 1099-1108 - [i5]Leonid Boytsov, David Novak, Yury A. Malkov, Eric Nyberg:
Off the Beaten Path: Let's Replace Term-Based Retrieval with k-NN Search. CoRR abs/1610.10001 (2016) - 2015
- [j3]Bilegsaikhan Naidan, Leonid Boytsov, Eric Nyberg:
Permutation Search Methods are Efficient, Yet Faster Search is Possible. Proc. VLDB Endow. 8(12): 1618-1629 (2015) - [j2]Daniel Lemire, Leonid Boytsov:
Decoding billions of integers per second through vectorization. Softw. Pract. Exp. 45(1): 1-29 (2015) - [i4]Bilegsaikhan Naidan, Leonid Boytsov, Eric Nyberg:
Permutation Search Methods are Efficient, Yet Faster Search is Possible. CoRR abs/1506.03163 (2015) - [i3]Bilegsaikhan Naidan, Leonid Boytsov:
Non-Metric Space Library Manual. CoRR abs/1508.05470 (2015) - 2014
- [c9]Yulia Tsvetkov, Leonid Boytsov, Anatole Gershman, Eric Nyberg, Chris Dyer:
Metaphor Detection with Cross-Lingual Model Transfer. ACL (1) 2014: 248-258 - [c8]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 - [i2]Daniel Lemire, Leonid Boytsov, Nathan Kurz:
SIMD Compression and the Intersection of Sorted Integers. CoRR abs/1401.6399 (2014) - 2013
- [c7]Leonid Boytsov, Bilegsaikhan Naidan:
Learning to Prune in Metric and Non-Metric Spaces. NIPS 2013: 1574-1582 - [c6]Leonid Boytsov, Anna Belova, Peter Westfall:
Deciding on an adjustment for multiplicity in IR experiments. SIGIR 2013: 403-412 - [c5]Leonid Boytsov, Bilegsaikhan Naidan:
Engineering Efficient and Effective Non-metric Space Library. SISAP 2013: 280-293 - 2012
- [c4]Leonid Boytsov:
Super-Linear Indices for Approximate Dictionary Searching. SISAP 2012: 162-176 - [c3]Leonid Boytsov:
Does Category A Anchor Text Improve Category B Results? TREC 2012 - [i1]Daniel Lemire, Leonid Boytsov:
Decoding billions of integers per second through vectorization. CoRR abs/1209.2137 (2012) - 2011
- [j1]Leonid Boytsov:
Indexing methods for approximate dictionary searching: Comparative analysis. ACM J. Exp. Algorithmics 16(1) (2011) - [c2]Leonid Boytsov, Anna Belova:
Evaluating Learning-to-Rank Methods in the Web Track Adhoc Task. TREC 2011 - 2010
- [c1]Leonid Boytsov, Anna Belova:
Lessons Learned From Indexing Close Word Pairs. TREC 2010
Coauthor Index
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