Segueix
Tao Lei
Tao Lei
Google
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Rationalizing Neural Predictions
T Lei, R Barzilay, T Jaakkola
EMNLP, 2016
9992016
Style Transfer from Non-parallel Text by Cross-alignment
T Shen, T Lei, R Barzilay, T Jaakkola
NeurIPS, 6830-6841, 2017
9232017
Simple Recurrent Units for Highly Parallelizable Recurrence
T Lei, Y Zhang, SI Wang, H Dai, Y Artzi
EMNLP, 2018
539*2018
Structured Pruning of Large Language Models
Z Wang, J Wohlwend, T Lei
EMNLP, 2020
2942020
Mixture-of-experts with expert choice routing
Y Zhou, T Lei, H Liu, N Du, Y Huang, V Zhao, A Dai, Z Chen, Q Le, ...
NeurIPS, 2022
2802022
MM1: methods, analysis and insights from multimodal LLM pre-training
B McKinzie, Z Gan, JP Fauconnier, S Dodge, B Zhang, P Dufter, D Shah, ...
European Conference on Computer Vision, 304-323, 2024
1842024
Molding CNNs for Text: Non-linear, Non-consecutive Convolutions
T Lei, R Barzilay, T Jaakkola
EMNLP, 2015
1702015
Deriving Neural Architectures from Sequence and Graph Kernels
T Lei, W Jin, R Barzilay, T Jaakkola
ICML, 2017
1532017
Training language models with memory augmentation
Z Zhong, T Lei, D Chen
EMNLP, 2022
1372022
Low-Rank Tensors for Scoring Dependency Structures
T Lei, Y Xin, Y Zhang, R Barzilay, T Jaakkola
ACL, 2014
1292014
Semi-supervised Question Retrieval with Gated Convolutions
T Lei, H Joshi, R Barzilay, T Jaakkola, K Tymoshenko, A Moschitti, ...
NAACL, 2016
1262016
Maintaining quality of customer support messages
JE Hackman, S Henry, AN Hampton, T Lei
US Patent 10,489,792, 2019
982019
Adversarial Domain Adaptation for Duplicate Question Detection
DJ Shah, T Lei, A Moschitti, S Romeo, P Nakov
EMNLP, 2018
892018
Learning High-level Planning from Text
SRK Branavan, N Kushman, T Lei, R Barzilay
ACL, 2012
892012
From Natural Language Specifications to Program Input Parsers
T Lei, F Long, R Barzilay, M Rinard
ACL, 1294-1303, 2013
832013
Colt5: Faster long-range transformers with conditional computation
J Ainslie, T Lei, M de Jong, S Ontañón, S Brahma, Y Zemlyanskiy, ...
arXiv preprint arXiv:2303.09752, 2023
662023
When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute
T Lei
EMNLP, 2021
662021
Greed is Good if Randomized: New Inference for Dependency Parsing
Y Zhang, T Lei, R Barzilay, T Jaakkola
EMNLP, 1013-1024, 2014
602014
On Optimization of Expertise Matching with Various Constraints
W Tang, J Tang, T Lei, C Tan, B Gao, T Li
Neurocomputing 76 (1), 71-83, 2012
572012
Conditional adapters: Parameter-efficient transfer learning with fast inference
T Lei, J Bai, S Brahma, J Ainslie, K Lee, Y Zhou, N Du, V Zhao, Y Wu, B Li, ...
Advances in Neural Information Processing Systems 36, 8152-8172, 2023
542023
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