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Andrea Madotto
Andrea Madotto
Andra namnMadotto Andrea
Research Scientist at FAIR
Verifierad e-postadress på connect.ust.hk - Startsida
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Survey of hallucination in natural language generation
Z Ji, N Lee, R Frieske, T Yu, D Su, Y Xu, E Ishii, YJ Bang, A Madotto, ...
ACM Computing Surveys 55 (12), 1-38, 2023
29302023
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
11782022
Plug and play language models: a simple approach to controlled text generation
S Dathathri, A Madotto, J Lan, J Hung, E Frank, P Molino, J Yosinski, ...
ICLR2020, 2020
9802020
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems
CS Wu, A Madotto, E Hosseini-Asl, C Xiong, R Socher, P Fung
ACL 2019, 2019
5022019
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems
A Madotto, CS Wu, P Fung
The 56th Annual Meeting of the Association for Computational Linguistics …, 2018
3722018
MoEL: Mixture of Empathetic Listeners
Z Lin, A Madotto, J Shin, P Xu, P Fung
EMNLP2019, 2019
2522019
Personalizing dialogue agents via meta-learning
A Madotto, Z Lin, CS Wu, P Fung
Proceedings of the 57th annual meeting of the association for computational …, 2019
2122019
Mintl: Minimalist transfer learning for task-oriented dialogue systems
Z Lin, A Madotto, GI Winata, P Fung
EMNLP 2020, 2020
1762020
CrossNER: Evaluating Cross-Domain Named Entity Recognition
Z Liu, Y Xu, T Yu, W Dai, Z Ji, S Cahyawijaya, A Madotto, P Fung
AAAI 2021, 2020
1542020
Neural path hunter: Reducing hallucination in dialogue systems via path grounding
N Dziri, A Madotto, O Zaīane, AJ Bose
arXiv preprint arXiv:2104.08455, 2021
1412021
Exploring versatile generative language model via parameter-efficient transfer learning
Z Lin, A Madotto, P Fung
arXiv preprint arXiv:2004.03829, 2020
1322020
Language models are few-shot multilingual learners
GI Winata, A Madotto, Z Lin, R Liu, J Yosinski, P Fung
arXiv preprint arXiv:2109.07684, 2021
1242021
Continual learning in task-oriented dialogue systems
A Madotto, Z Lin, Z Zhou, S Moon, P Crook, B Liu, Z Yu, E Cho, Z Wang
arXiv preprint arXiv:2012.15504, 2020
1172020
Towards few-shot fact-checking via perplexity
N Lee, Y Bang, A Madotto, M Khabsa, P Fung
arXiv preprint arXiv:2103.09535, 2021
114*2021
Generating empathetic responses by looking ahead the user’s sentiment
J Shin, P Xu, A Madotto, P Fung
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
109*2020
Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences
GI Winata, A Madotto, CS Wu, P Fung
CoNLL 2019, 2019
962019
Leveraging slot descriptions for zero-shot cross-domain dialogue state tracking
Z Lin, B Liu, S Moon, P Crook, Z Zhou, Z Wang, Z Yu, A Madotto, E Cho, ...
arXiv preprint arXiv:2105.04222, 2021
932021
Learning fast adaptation on cross-accented speech recognition
GI Winata, S Cahyawijaya, Z Liu, Z Lin, A Madotto, P Xu, P Fung
arXiv preprint arXiv:2003.01901, 2020
922020
Emo2vec: Learning generalized emotion representation by multi-task training
P Xu, A Madotto, CS Wu, JH Park, P Fung
EMNLP WASSA Workshop-2018, 2018
842018
Few-shot bot: Prompt-based learning for dialogue systems
A Madotto, Z Lin, GI Winata, P Fung
arXiv preprint arXiv:2110.08118, 2021
792021
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Artiklar 1–20