Yingyi Ma

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 18

Top Topics

Query Expansion

Speech Recognition

Invariant Representations

Top Venues

Publications

Jinxi Guo, Niko Moritz, Yingyi Ma, Frank Seide, Chunyang Wu, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
Effective internal language model training and fusion for factorized transducer model. CoRR (2024)
Yingyi Ma, Zhe Liu, Ozlem Kalinli
Correction Focused Language Model Training For Speech Recognition. ICASSP (2024)
Puneet Mathur, Zhe Liu, Ke Li, Yingyi Ma, Gil Keren, Zeeshan Ahmed, Dinesh Manocha, Xuedong Zhang
DOC-RAG: ASR Language Model Personalization with Domain-Distributed Co-occurrence Retrieval Augmentation. LREC/COLING (2024)
Jinxi Guo, Niko Moritz, Yingyi Ma, Frank Seide, Chunyang Wu, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
Effective Internal Language Model Training and Fusion for Factorized Transducer Model. ICASSP (2024)
Chuanneng Sun, Zeeshan Ahmed, Yingyi Ma, Zhe Liu, Lucas Kabela, Yutong Pang, Ozlem Kalinli
Contextual Biasing of Named-Entities with Large Language Models. ICASSP (2024)
Arpita Vats, Zhe Liu, Peng Su, Debjyoti Paul, Yingyi Ma, Yutong Pang, Zeeshan Ahmed, Ozlem Kalinli
Recovering from Privacy-Preserving Masking with Large Language Models. ICASSP (2024)
Puneet Mathur, Zhe Liu, Ke Li, Yingyi Ma, Gil Keren, Zeeshan Ahmed, Dinesh Manocha, Xuedong Zhang
PersonaLM: Language Model Personalization via Domain-distributed Span Aggregated K-Nearest N-gram Retrieval Augmentation. EMNLP (Findings) (2023)
Yingyi Ma, Zhe Liu, Xuedong Zhang
Adaptive Multi-Corpora Language Model Training for Speech Recognition. ICASSP (2023)
Arpita Vats, Zhe Liu, Peng Su, Debjyoti Paul, Yingyi Ma, Yutong Pang, Zeeshan Ahmed, Ozlem Kalinli
Recovering from Privacy-Preserving Masking with Large Language Models. CoRR (2023)
Yingyi Ma, Zhe Liu, Ozlem Kalinli
Correction Focused Language Model Training for Speech Recognition. CoRR (2023)
Chuanneng Sun, Zeeshan Ahmed, Yingyi Ma, Zhe Liu, Lucas Kabela, Yutong Pang, Ozlem Kalinli
Contextual Biasing of Named-Entities with Large Language Models. CoRR (2023)
Yingyi Ma, Zhe Liu, Xuedong Zhang
Adaptive Multi-Corpora Language Model Training for Speech Recognition. CoRR (2022)
Yingyi Ma, Xinhua Zhang
Warping Layer: Representation Learning for Label Structures in Weakly Supervised Learning. AISTATS (2022)
Yingyi Ma, Vignesh Ganapathiraman, Yaoliang Yu, Xinhua Zhang
Convex Representation Learning for Generalized Invariance in Semi-Inner-Product Space. ICML (2020)
Mao Li, Yingyi Ma, Xinhua Zhang
Proximal Mapping for Deep Regularization. NeurIPS (2020)
Mao Li, Yingyi Ma, Xinhua Zhang
Proximal Mapping for Deep Regularization. CoRR (2020)
Yingyi Ma, Vignesh Ganapathiraman, Yaoliang Yu, Xinhua Zhang
Convex Representation Learning for Generalized Invariance in Semi-Inner-Product Space. CoRR (2020)
Yingyi Ma, Vignesh Ganapathiraman, Xinhua Zhang
Learning Invariant Representations with Kernel Warping. AISTATS (2019)