Leonid Boytsov

47 papers A* 2A 1B 4Journal 26Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Curious Case of Remarkable Resilience to Gradient Attacks via Fully Convolutional and Differentiable Front End with a Skip Connection. Trans. Mach. Learn. Res. Leonid Boytsov, Ameya Joshi, Filipe Condessa
2025	—	`conf`	Constrained Decoding with Speculative Lookaheads. NAACL (Long Papers) Nishanth Sridhar Nakshatri, Shamik Roy, Rajarshi Das, Suthee Chaidaroon, Leonid Boytsov, Rashmi Gangadharaiah
2025	—	`conf`	Positional Bias in Long-Document Ranking: Impact, Assessment, and Mitigation. IJCNLP-AACL (long papers) Leonid Boytsov, David Akinpelu, Nipun Katyal, Tianyi Lin, Fangwei Gao, Yutian Zhao, Jeffrey Huang, Eric Nyberg
2024	J	`jnl`	A Curious Case of Remarkable Resilience to Gradient Attacks via Fully Convolutional and Differentiable Front End with a Skip Connection. CoRR Leonid Boytsov, Ameya Joshi, Filipe Condessa
2024	J	`jnl`	Constrained Decoding with Speculative Lookaheads. CoRR Nishanth Sridhar Nakshatri, Shamik Roy, Rajarshi Das, Suthee Chaidaroon, Leonid Boytsov, Rashmi Gangadharaiah
2024	J	`jnl`	InPars-Light: Cost-Effective Unsupervised Training of Efficient Rankers. Trans. Mach. Learn. Res. Leonid Boytsov, Preksha Patel, Vivek Sourabh, Riddhi Nisar, Sayani Kundu, Ramya Ramanathan, Eric Nyberg
2024	—	`conf`	KazQAD: Kazakh Open-Domain Question Answering Dataset. LREC/COLING Rustem Yeshpanov, Pavel Efimov, Leonid Boytsov, Ardak Shalkarbayuli, Pavel Braslavski
2024	J	`jnl`	KazQAD: Kazakh Open-Domain Question Answering Dataset. CoRR Rustem Yeshpanov, Pavel Efimov, Leonid Boytsov, Ardak Shalkarbayuli, Pavel Braslavski
2023	J	`jnl`	InPars-Light: Cost-Effective Unsupervised Training of Efficient Rankers. CoRR Leonid Boytsov, Preksha Patel, Vivek Sourabh, Riddhi Nisar, Sayani Kundu, Ramya Ramanathan, Eric Nyberg
2023	—	`conf`	The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer. ECIR (3) Pavel Efimov, Leonid Boytsov, Elena Arslanova, Pavel Braslavski
2022	—	`—`	Efficient and Accurate Non-Metric k-NN Search with Applications to Text Matching Leonid Boytsov
2022	J	`jnl`	Smooth-Reduce: Leveraging Patches for Improved Certified Robustness. CoRR Ameya Joshi, Minh Pham, Minsu Cho, Leonid Boytsov, Filipe Condessa, J. Zico Kolter, Chinmay Hegde
2022	J	`jnl`	The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer. CoRR Pavel Efimov, Leonid Boytsov, Elena Arslanova, Pavel Braslavski
2022	J	`jnl`	Understanding Performance of Long-Document Ranking Models through Comprehensive Evaluation and Leaderboarding. CoRR Leonid Boytsov, Tianyi Lin, Fangwei Gao, Yutian Zhao, Jeffrey Huang, Eric Nyberg
2021	A*	`conf`	A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking Models. SIGIR Iurii Mokrii, Leonid Boytsov, Pavel Braslavski
2021	J	`jnl`	A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking Models. CoRR Iurii Mokrii, Leonid Boytsov, Pavel Braslavski
2021	—	`conf`	Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency Benefits. ECIR (1) Leonid Boytsov, Zico Kolter
2021	J	`jnl`	Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency Benefits. CoRR Leonid Boytsov, Zico Kolter
2020	J	`jnl`	Flexible retrieval with NMSLIB and FlexNeuART. CoRR Leonid Boytsov, Eric Nyberg
2020	—	`conf`	SberQuAD - Russian Reading Comprehension Dataset: Description and Analysis. CLEF Pavel Efimov, Andrey Chertok, Leonid Boytsov, Pavel Braslavski
2020	J	`jnl`	Traditional IR rivals neural models on the MS~MARCO Document Ranking Leaderboard. CoRR Leonid Boytsov
2020	—	`conf`	Which BM25 Do You Mean? A Large-Scale Reproducibility Study of Scoring Variants. ECIR (2) Chris Kamphuis, Arjen P. de Vries, Leonid Boytsov, Jimmy Lin
2019	B	`conf`	Accurate and Fast Retrieval for Complex Non-metric Data via Neighborhood Graphs. SISAP Leonid Boytsov, Eric Nyberg
2019	J	`jnl`	Accurate and Fast Retrieval for Complex Non-metric Data via Neighborhood Graphs. CoRR Leonid Boytsov, Eric Nyberg
2019	B	`conf`	Pruning Algorithms for Low-Dimensional Non-metric k-NN Search: A Case Study. SISAP Leonid Boytsov, Eric Nyberg
2019	J	`jnl`	Pruning Algorithms for Low-Dimensional Non-metric k-NN Search: A Case Study. CoRR Leonid Boytsov, Eric Nyberg
2019	J	`jnl`	SberQuAD - Russian Reading Comprehension Dataset: Description and Analysis. CoRR Pavel Efimov, Leonid Boytsov, Pavel Braslavski
2017	J	`jnl`	A Simple Derivation of the Heap's Law from the Generalized Zipf's Law. CoRR Leonid Boytsov
2016	A	`conf`	Off the Beaten Path: Let's Replace Term-Based Retrieval with k-NN Search. CIKM Leonid Boytsov, David Novak, Yury A. Malkov, Eric Nyberg
2016	J	`jnl`	Off the Beaten Path: Let's Replace Term-Based Retrieval with k-NN Search. CoRR Leonid Boytsov, David Novak, Yury A. Malkov, Eric Nyberg
2016	J	`jnl`	SIMD compression and the intersection of sorted integers. Softw. Pract. Exp. Daniel Lemire, Leonid Boytsov, Nathan Kurz
2015	J	`jnl`	Decoding billions of integers per second through vectorization. Softw. Pract. Exp. Daniel Lemire, Leonid Boytsov
2015	J	`jnl`	Non-Metric Space Library Manual. CoRR Bilegsaikhan Naidan, Leonid Boytsov
2015	J	`jnl`	Permutation Search Methods are Efficient, Yet Faster Search is Possible. CoRR Bilegsaikhan Naidan, Leonid Boytsov, Eric Nyberg
2015	J	`jnl`	Permutation Search Methods are Efficient, Yet Faster Search is Possible. Proc. VLDB Endow. Bilegsaikhan Naidan, Leonid Boytsov, Eric Nyberg
2014	—	`conf`	CMU Multiple-choice Question Answering System at NTCIR-11 QA-Lab. NTCIR Di Wang, Leonid Boytsov, Jun Araki, Alkesh Patel, Jeff Gee, Zhengzhong Liu, Eric Nyberg, Teruko Mitamura
2014	—	`conf`	Metaphor Detection with Cross-Lingual Model Transfer. ACL (1) Yulia Tsvetkov, Leonid Boytsov, Anatole Gershman, Eric Nyberg, Chris Dyer
2014	J	`jnl`	SIMD Compression and the Intersection of Sorted Integers. CoRR Daniel Lemire, Leonid Boytsov, Nathan Kurz
2013	A*	`conf`	Deciding on an adjustment for multiplicity in IR experiments. SIGIR Leonid Boytsov, Anna Belova, Peter Westfall
2013	B	`conf`	Engineering Efficient and Effective Non-metric Space Library. SISAP Leonid Boytsov, Bilegsaikhan Naidan
2013	—	`conf`	Learning to Prune in Metric and Non-Metric Spaces. NIPS Leonid Boytsov, Bilegsaikhan Naidan
2012	J	`jnl`	Decoding billions of integers per second through vectorization CoRR Daniel Lemire, Leonid Boytsov
2012	—	`conf`	Does Category A Anchor Text Improve Category B Results? TREC Leonid Boytsov
2012	B	`conf`	Super-Linear Indices for Approximate Dictionary Searching. SISAP Leonid Boytsov
2011	—	`conf`	Evaluating Learning-to-Rank Methods in the Web Track Adhoc Task. TREC Leonid Boytsov, Anna Belova
2011	J	`jnl`	Indexing methods for approximate dictionary searching: Comparative analysis. ACM J. Exp. Algorithmics Leonid Boytsov
2010	—	`conf`	Lessons Learned From Indexing Close Word Pairs. TREC Leonid Boytsov, Anna Belova