دنبال کردن
Sebastian Gehrmann
Sebastian Gehrmann
Head of Responsible AI, CTO Office, Bloomberg LP
ایمیل تأیید شده در bloomberg.net - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
PaLM: Scaling language modeling with pathways‏
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...‏
arXiv preprint arXiv:2204.02311, 2022‏
58102022
BLOOM: A 176b-parameter open-access multilingual language model‏
T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ...‏
18022023
PaLM 2 technical report‏
R Anil, AM Dai, O Firat, M Johnson, D Lepikhin, A Passos, S Shakeri, ...‏
arXiv preprint arXiv:2305.10403, 2023‏
16192023
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, ...‏
arXiv preprint arXiv:2206.04615, 2022‏
13932022
BloombergGPT: A large language model for finance‏
S Wu, O Irsoy, S Lu, V Dabravolski, M Dredze, S Gehrmann, P Kambadur, ...‏
arXiv preprint arXiv:2303.17564, 2023‏
9672023
Bottom-up abstractive summarization‏
S Gehrmann, Y Deng, AM Rush‏
EMNLP 2018, 2018‏
8672018
Challenging big-bench tasks and whether chain-of-thought can solve them‏
M Suzgun, N Scales, N Schärli, S Gehrmann, Y Tay, HW Chung, ...‏
ACL Findings 2023, 2022‏
6252022
GLTR: Statistical detection and visualization of generated text‏
S Gehrmann*, H Strobelt*, AM Rush‏
ACL Demo 2019, 2019‏
6112019
LSTMVis: A tool for visual analysis of hidden state dynamics in recurrent neural networks‏
H Strobelt*, S Gehrmann*, H Pfister, AM Rush‏
IEEE transactions on visualization and computer graphics 24 (1), 667-676, 2017‏
5722017
Investigating gender bias in language models using causal mediation analysis‏
J Vig*, S Gehrmann*, Y Belinkov*, S Qian, D Nevo, Y Singer, S Shieber‏
NeurIPS 2021 33, 12388-12401, 2020‏
560*2020
ToTTo: A controlled table-to-text generation dataset‏
AP Parikh, X Wang, S Gehrmann, M Faruqui, B Dhingra, D Yang, D Das‏
EMNLP 2020, 2020‏
3802020
Accelerated antimicrobial discovery via deep generative models and molecular dynamics simulations‏
P Das, T Sercu, K Wadhawan, I Padhi, S Gehrmann, F Cipcigan, ...‏
Nature Biomedical Engineering 5 (6), 613-623, 2021‏
3432021
Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives‏
S Gehrmann, F Dernoncourt, Y Li, ET Carlson, JT Wu, J Welt, J Foote Jr, ...‏
PloS one 13 (2), e0192360, 2018‏
2952018
Seq2Seq-Vis: A visual debugging tool for sequence-to-sequence models‏
H Strobelt*, S Gehrmann*, M Behrisch, A Perer, H Pfister, AM Rush‏
IEEE transactions on visualization and computer graphics 25 (1), 353-363, 2018‏
2882018
The language interpretability tool: Extensible, interactive visualizations and analysis for NLP models‏
I Tenney, J Wexler, J Bastings, T Bolukbasi, A Coenen, S Gehrmann, ...‏
ACL Demo 2020, 2020‏
2152020
exBERT: A visual analysis tool to explore learned representations in transformers models‏
B Hoover, H Strobelt, S Gehrmann‏
EMNLP Demo 2019, 2019‏
2012019
H Chi, Denny Zhou, et al. 2022. Challenging big-bench tasks and whether chain-of-thought can solve them‏
M Suzgun, N Scales, N Schärli, S Gehrmann, Y Tay, HW Chung, ...‏
arXiv preprint arXiv:2210.09261, 2022‏
1852022
The GEM benchmark: Natural language generation, its evaluation and metrics‏
S Gehrmann, T Adewumi, K Aggarwal, PS Ammanamanchi, ...‏
GEM Workshop at ACL 2021, 2021‏
1662021
Repairing the cracked foundation: A survey of obstacles in evaluation practices for generated text‏
S Gehrmann, E Clark, T Sellam‏
JAIR, 2022‏
1622022
Palm: Scaling language modeling with pathways, 2022‏
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...‏
arXiv preprint arXiv:2204.02311, 2022‏
1382022
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مقاله‌ها 1–20