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Tal Schuster
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Beyond the imitation game: Quantifying and extrapolating the capabilities of language models
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
TMLR 2023, 2022
8792022
A deep learning mammography-based model for improved breast cancer risk prediction
A Yala, C Lehman, T Schuster, T Portnoi, R Barzilay
Radiology 292 (1), 60-66, 2019
6232019
Mammographic breast density assessment using deep learning: clinical implementation
CD Lehman, A Yala, T Schuster, B Dontchos, M Bahl, K Swanson, ...
Radiology 290 (1), 52-58, 2019
2612019
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing
T Schuster, O Ram, R Barzilay, A Globerson
NAACL 2019, 2019
2162019
Ul2: Unifying language learning paradigms
Y Tay, M Dehghani, VQ Tran, X Garcia, J Wei, X Wang, HW Chung, ...
ICLR 2023, 2022
2042022
Towards debiasing fact verification models
T Schuster, DJ Shah, YJS Yeo, D Filizzola, E Santus, R Barzilay
EMNLP 2019, 2019
2012019
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning
V Aribandi, Y Tay, T Schuster, J Rao, HS Zheng, SV Mehta, H Zhuang, ...
ICLR 2022, 2021
1832021
A deep learning model to triage screening mammograms: a simulation study
A Yala, T Schuster, R Miles, R Barzilay, C Lehman
Radiology 293 (1), 38-46, 2019
1772019
Transformer memory as a differentiable search index
Y Tay, VQ Tran, M Dehghani, J Ni, D Bahri, H Mehta, Z Qin, K Hui, Z Zhao, ...
NeurIPS 2022, 2022
1762022
Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence
T Schuster, A Fisch, R Barzilay
NAACL 2021, 2021
1732021
Unifying language learning paradigms
Y Tay, M Dehghani, VQ Tran, X Garcia, D Bahri, T Schuster, HS Zheng, ...
arXiv preprint arXiv:2205.05131 10, 2022
1292022
The limitations of stylometry for detecting machine-generated fake news
T Schuster, R Schuster, DJ Shah, R Barzilay
Computational Linguistics 46 (2), 499-510, 2020
1242020
Confident Adaptive Language Modeling
T Schuster, A Fisch, J Gupta, M Dehghani, D Bahri, VQ Tran, Y Tay, ...
Neurips 2022, 2022
1112022
Conformal risk control
AN Angelopoulos, S Bates, A Fisch, L Lei, T Schuster
ICLR 2024, 2022
842022
Attributed question answering: Evaluation and modeling for attributed large language models
B Bohnet, VQ Tran, P Verga, R Aharoni, D Andor, LB Soares, M Ciaramita, ...
arXiv preprint arXiv:2212.08037, 2022
822022
Consistent Accelerated Inference via Confident Adaptive Transformers
T Schuster, A Fisch, T Jaakkola, R Barzilay
EMNLP 2021, 2021
542021
Tomayto, tomahto. beyond token-level answer equivalence for question answering evaluation
J Bulian, C Buck, W Gajewski, B Boerschinger, T Schuster
EMNLP 2022, 2022
452022
Few-shot Conformal Prediction with Auxiliary Tasks
A Fisch, T Schuster, T Jaakkola, R Barzilay
ICML 2021, 2021
452021
Automatic Fact-guided Sentence Modification
DJ Shah, T Schuster, R Barzilay
AAAI 2020, 2019
452019
Efficient Conformal Prediction via Cascaded Inference with Expanded Admission
A Fisch, T Schuster, T Jaakkola, R Barzilay
ICLR 2021, 2021
442021
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