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Adam Fisch
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Year
Reading Wikipedia to Answer Open-Domain Questions
D Chen, A Fisch, J Weston, A Bordes
ACL 2017, 2017
21102017
Making Pre-trained Language Models Better Few-shot Learners
T Gao, A Fisch, D Chen
ACL 2021, 2020
16122020
Key-value memory networks for directly reading documents
A Miller, A Fisch, J Dodge, AH Karimi, A Bordes, J Weston
EMNLP 2016, 2016
11222016
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
8772022
ParlAI: A Dialog Research Software Platform
AH Miller, W Feng, A Fisch, J Lu, D Batra, A Bordes, D Parikh, J Weston
EMNLP 2017, 2017
4392017
StarSpace: Embed All The Things!
L Wu, A Fisch, S Chopra, K Adams, A Bordes, J Weston
AAAI 2018, 2017
3162017
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension
A Fisch, A Talmor, R Jia, M Seo, E Choi, D Chen
2nd Workshop on Machine Reading for Question Answering, 2019
2742019
Get your vitamin c! robust fact verification with contrastive evidence
T Schuster, A Fisch, R Barzilay
NAACL 2021, 2021
1752021
Confident adaptive language modeling
T Schuster, A Fisch, J Gupta, M Dehghani, D Bahri, V Tran, Y Tay, ...
Advances in Neural Information Processing Systems 35, 17456-17472, 2022
1162022
Conformal risk control
AN Angelopoulos, S Bates, A Fisch, L Lei, T Schuster
arXiv preprint arXiv:2208.02814, 2022
862022
Alethea Power, Alex Ray, Alex Warstadt, Alexander W
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
Kocurek, and Safaya et al, 2022
652022
Consistent accelerated inference via confident adaptive transformers
T Schuster, A Fisch, T Jaakkola, R Barzilay
arXiv preprint arXiv:2104.08803, 2021
542021
Few-shot Conformal Prediction with Auxiliary Tasks
A Fisch, T Schuster, T Jaakkola, R Barzilay
ICML 2021, 2021
452021
Efficient Conformal Prediction via Cascaded Inference with Expanded Admission
A Fisch, T Schuster, T Jaakkola, R Barzilay
ICLR 2021, 2020
442020
Conformal language modeling
V Quach, A Fisch, T Schuster, A Yala, JH Sohn, TS Jaakkola, R Barzilay
arXiv preprint arXiv:2306.10193, 2023
302023
Conformal prediction sets with limited false positives
A Fisch, T Schuster, T Jaakkola, R Barzilay
International Conference on Machine Learning, 6514-6532, 2022
242022
Calibrated selective classification
A Fisch, T Jaakkola, R Barzilay
arXiv preprint arXiv:2208.12084, 2022
222022
CAPWAP: Captioning with a Purpose
A Fisch, K Lee, MW Chang, JH Clark, R Barzilay
EMNLP 2020, 2020
212020
Helping or herding? reward model ensembles mitigate but do not eliminate reward hacking
J Eisenstein, C Nagpal, A Agarwal, A Beirami, A D'Amour, DJ Dvijotham, ...
arXiv preprint arXiv:2312.09244, 2023
182023
Key-Value Memory Networks
AH Miller, AJ Fisch, JD Dodge, AH Karimi, A Bordes, JE Weston
US Patent App. 16/002,463, 2018
142018
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