Yassir Fathullah
12 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (27) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird ποΈ Keyword Collector (54)
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Prolific Year Β· Productive
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The Questioner
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Century Club Β· Bronze
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Research topics
Machine Learning
(8)
Artificial Intelligence
(6)
Deep Learning
(5)
Application Areas
(5)
Natural Language Processing
(4)
Core AI
(4)
Optimization & Theory
(3)
Speech & Audio
(2)
Architectures
(2)
Bayesian & Probabilistic
(2)
Generation
(2)
Learning Paradigms
(2)
Learning Types
(2)
Recognition
(2)
Resources & Methods
(2)
Keywords
uncertainty estimation
(3)
knowledge distillation
(3)
out-of-distribution detection
(3)
large language model
(3)
machine translation
(2)
word error rate
(2)
speech translation
(2)
speech recognition
(2)
closed-form solution
(1)
deep learning
(1)
ensemble learning
(1)
computational efficiency
(1)
cross-modal learning
(1)
ranking optimization
(1)
named entity recognition
(1)
foundation model
(1)
speech processing
(1)
state space model
(1)
pairwise comparison
(1)
cross-lingual transfer
(1)
Papers
Cross-Lingual Transfer Learning for Speech Translation
NAACL 2025
Generalised Probabilistic Modelling and Improved Uncertainty Estimation in Comparative LLM-as-a-judge
UAI 2025
AudioChatLlama: Towards General-Purpose Speech Abilities for LLMs
NAACL 2024
Efficient LLM Comparative Assessment: A Product of Experts Framework for Pairwise Comparisons
EMNLP 2024
Efficient Sample-Specific Encoder Perturbations
NAACL 2024
Teacher-Student Training for Debiasing: General Permutation Debiasing for Large Language Models
ACL 2024
Who Needs Decoders? Efficient Estimation of Sequence-Level Attributes with Proxies
EACL 2024
CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models
ACL 2023
Logit-based ensemble distribution distillation for robust autoregressive sequence uncertainties
UAI 2023
Multi-Head State Space Model for Speech Recognition
Interspeech 2023
Self-distribution distillation: efficient uncertainty estimation
UAI 2022
Subsequence Based Deep Active Learning for Named Entity Recognition
ACL 2021