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ORCIDYassir Fathullah
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2020 – today
- 2024
[c15]Adian Liusie, Yassir Fathullah, Mark J. F. Gales:
Teacher-Student Training for Debiasing: General Permutation Debiasing for Large Language Models. ACL (Findings) 2024: 1376-1387- [c14]Yassir Fathullah, Puria Radmard, Adian Liusie, Mark J. F. Gales:
Who Needs Decoders? Efficient Estimation of Sequence-Level Attributes with Proxies. EACL (1) 2024: 1478-1496 - [c13]Adian Liusie, Vatsal Raina, Yassir Fathullah, Mark J. F. Gales:
Efficient LLM Comparative Assessment: A Product of Experts Framework for Pairwise Comparisons. EMNLP 2024: 6835-6855 - [c12]Yuan Shangguan, Haichuan Yang, Danni Li, Chunyang Wu, Yassir Fathullah, Dilin Wang, Ayushi Dalmia, Raghuraman Krishnamoorthi, Ozlem Kalinli, Junteng Jia, Jay Mahadeokar, Xin Lei, Mike Seltzer, Vikas Chandra:
TODM: Train Once Deploy Many Efficient Supernet-Based RNN-T Compression For On-Device ASR Models. ICASSP 2024: 10216-10220 - [c11]Egor Lakomkin, Chunyang Wu, Yassir Fathullah, Ozlem Kalinli, Michael L. Seltzer, Christian Fuegen:
End-to-End Speech Recognition Contextualization with Large Language Models. ICASSP 2024: 12406-12410 - [c10]Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Junteng Jia, Yuan Shangguan, Ke Li, Jinxi Guo, Wenhan Xiong, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer:
Prompting Large Language Models with Speech Recognition Abilities. ICASSP 2024: 13351-13355 - [c9]Yassir Fathullah, Mark J. F. Gales:
Efficient Sample-Specific Encoder Perturbations. NAACL (Short Papers) 2024: 663-671 - [c8]Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Ke Li, Junteng Jia, Yuan Shangguan, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer:
AudioChatLlama: Towards General-Purpose Speech Abilities for LLMs. NAACL-HLT 2024: 5522-5532 - [i15]Adian Liusie, Yassir Fathullah, Mark J. F. Gales:
Teacher-Student Training for Debiasing: General Permutation Debiasing for Large Language Models. CoRR abs/2403.13590 (2024) - [i14]Yassir Fathullah, Mark J. F. Gales:
Efficient Sample-Specific Encoder Perturbations. CoRR abs/2405.01601 (2024) - [i13]Adian Liusie, Vatsal Raina, Yassir Fathullah, Mark J. F. Gales:
Efficient LLM Comparative Assessment: a Product of Experts Framework for Pairwise Comparisons. CoRR abs/2405.05894 (2024) - [i12]Rao Ma, Yassir Fathullah, Mengjie Qian, Siyuan Tang, Mark J. F. Gales, Kate M. Knill:
Cross-Lingual Transfer Learning for Speech Translation. CoRR abs/2407.01130 (2024) - 2023
- [c7]Potsawee Manakul, Yassir Fathullah, Adian Liusie, Vyas Raina, Vatsal Raina, Mark J. F. Gales:
CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models. BioNLP@ACL 2023: 516-523 - [c6]Yassir Fathullah, Chunyang Wu, Yuan Shangguan, Junteng Jia, Wenhan Xiong, Jay Mahadeokar, Chunxi Liu, Yangyang Shi, Ozlem Kalinli, Mike Seltzer, Mark J. F. Gales:
Multi-Head State Space Model for Speech Recognition. INTERSPEECH 2023: 241-245 - [c5]Yassir Fathullah, Guoxuan Xia, Mark J. F. Gales:
Logit-based ensemble distribution distillation for robust autoregressive sequence uncertainties. UAI 2023: 582-591 - [i11]Yassir Fathullah, Puria Radmard, Adian Liusie, Mark J. F. Gales:
Who Needs Decoders? Efficient Estimation of Sequence-level Attributes. CoRR abs/2305.05098 (2023) - [i10]Yassir Fathullah, Guoxuan Xia, Mark J. F. Gales:
Logit-Based Ensemble Distribution Distillation for Robust Autoregressive Sequence Uncertainties. CoRR abs/2305.10384 (2023) - [i9]Yassir Fathullah, Chunyang Wu, Yuan Shangguan, Junteng Jia, Wenhan Xiong, Jay Mahadeokar, Chunxi Liu, Yangyang Shi, Ozlem Kalinli, Mike Seltzer, Mark J. F. Gales:
Multi-Head State Space Model for Speech Recognition. CoRR abs/2305.12498 (2023) - [i8]Potsawee Manakul, Yassir Fathullah, Adian Liusie, Vyas Raina, Vatsal Raina, Mark J. F. Gales:
CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models. CoRR abs/2306.05317 (2023) - [i7]Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Junteng Jia, Yuan Shangguan, Ke Li, Jinxi Guo, Wenhan Xiong, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer:
Prompting Large Language Models with Speech Recognition Abilities. CoRR abs/2307.11795 (2023) - [i6]Yuan Shangguan, Haichuan Yang, Danni Li, Chunyang Wu, Yassir Fathullah, Dilin Wang, Ayushi Dalmia, Raghuraman Krishnamoorthi, Ozlem Kalinli, Junteng Jia, Jay Mahadeokar, Xin Lei, Mike Seltzer, Vikas Chandra:
TODM: Train Once Deploy Many Efficient Supernet-Based RNN-T Compression For On-device ASR Models. CoRR abs/2309.01947 (2023) - [i5]Egor Lakomkin, Chunyang Wu, Yassir Fathullah, Ozlem Kalinli, Michael L. Seltzer, Christian Fuegen:
End-to-End Speech Recognition Contextualization with Large Language Models. CoRR abs/2309.10917 (2023) - [i4]Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Junteng Jia, Yuan Shangguan, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer:
Towards General-Purpose Speech Abilities for Large Language Models Using Unpaired Data. CoRR abs/2311.06753 (2023) - 2022
- [c4]Yassir Fathullah, Mark J. F. Gales:
Self-distribution distillation: efficient uncertainty estimation. UAI 2022: 663-673 - [i3]Yassir Fathullah, Mark J. F. Gales:
Self-Distribution Distillation: Efficient Uncertainty Estimation. CoRR abs/2203.08295 (2022) - 2021
- [c3]Puria Radmard, Yassir Fathullah, Aldo Lipani:
Subsequence Based Deep Active Learning for Named Entity Recognition. ACL/IJCNLP (1) 2021: 4310-4321 - [c2]Yassir Fathullah, Mark J. F. Gales, Andrey Malinin:
Ensemble Distillation Approaches for Grammatical Error Correction. ICASSP 2021: 2745-2749 - 2020
- [c1]Yassir Fathullah, Chao Zhang, Philip C. Woodland:
Improved Large-Margin Softmax Loss for Speaker Diarisation. ICASSP 2020: 7104-7108 - [i2]Yassir Fathullah, Mark J. F. Gales, Andrey Malinin:
Ensemble Distillation Approaches for Grammatical Error Correction. CoRR abs/2012.07535 (2020)
2010 – 2019
- 2019
- [i1]Yassir Fathullah, Chao Zhang, Philip C. Woodland:
Improved Large-margin Softmax Loss for Speaker Diarisation. CoRR abs/1911.03970 (2019)
Coauthor Index
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