Tsendsuren Munkhdalai

Pedro Moreno Mengibar

CoRR, 2024

2023

Contextual Biasing with the Knuth-Morris-Pratt Matching Algorithm.

[BibT_eX]

[DOI]

Weiran Wang

Zelin Wu

Diamantino Caseiro

Pedro Moreno Mengibar

CoRR, 2023

Improving Speech Recognition for African American English With Audio Classification.

[BibT_eX]

[DOI]

Pedro Moreno Mengibar

CoRR, 2023

Discrimination Neural Network Model for Binary Classification Tasks on Tabular Data.

[BibT_eX]

[DOI]

IEEE Access, 2023

2022

Recurrent Neural Network-Augmented Locally Adaptive Interpretable Regression for Multivariate Time-Series Forecasting.

[BibT_eX]

[DOI]

IEEE Access, 2022

Internal Language Model Personalization of E2E Automatic Speech Recognition Using Random Encoder Features.

[BibT_eX]

[DOI]

Adam Stooke

Khe Chai Sim

Mason Chua

Trevor Strohman

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Context-Aware Neural Confidence Estimation for Rare Word Speech Recognition.

[BibT_eX]

[DOI]

David Qiu

Yanzhang He

Khe Chai Sim

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

NAM+: Towards Scalable End-to-End Contextual Biasing for Adaptive ASR.

[BibT_eX]

[DOI]

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

On-the-fly ASR Corrections with Audio Exemplars.

[BibT_eX]

[DOI]

Golan Pundak

Khe Chai Sim

Proceedings of the Interspeech 2022, 2022

Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Robust Continuous On-Device Personalization for Automatic Speech Recognition.

[BibT_eX]

[DOI]

Françoise Beaufays

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Learning Associative Inference Using Fast Weight Memory.

[BibT_eX]

[DOI]

Imanol Schlag

Karthick Prasad Gunasekaran

Jürgen Schmidhuber

Proceedings of the 9th International Conference on Learning Representations, 2021

Diverse Distributions of Self-Supervised Tasks for Meta-Learning in NLP.

[BibT_eX]

[DOI]

Trapit Bansal

Tong Wang

Andrew McCallum

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

GEV-NN: A deep neural network architecture for class imbalance problem in binary classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Sparse Meta Networks for Sequential Adaptation and its Application to Adaptive Language Modelling.

[BibT_eX]

[DOI]

CoRR, 2020

A Locally Adaptive Interpretable Regression.

[BibT_eX]

[DOI]

CoRR, 2020

Exploring and Predicting Transferability across NLP Tasks.

[BibT_eX]

[DOI]

Tu Vu

Tong Wang

Alessandro Sordoni

Andrew Mattarella-Micke

Subhransu Maji

Mohit Iyyer

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks.

[BibT_eX]

[DOI]

Trapit Bansal

Rishikesh Jha

Andrew McCallum

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Mixture of Activation Functions With Extended Min-Max Normalization for Forex Market Prediction.

[BibT_eX]

[DOI]

IEEE Access, 2019

An End-to-End Adaptive Input Selection With Dynamic Weights for Forecasting Multivariate Time Series.

[BibT_eX]

[DOI]

Kwang-Ho Park

Tsatsral Amarbayasgalan

Erdenebileg Batbaatar

Hyun Woo Park

IEEE Access, 2019

Metalearned Neural Memory.

[BibT_eX]

[DOI]

Alessandro Sordoni

Tong Wang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Building Dynamic Knowledge Graphs from Text using Machine Reading Comprehension.

[BibT_eX]

[DOI]

Rajarshi Das

Xingdi Yuan

Andrew McCallum

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

A Dependency Graph-Based Keyphrase Extraction Method Using Anti-patterns.

[BibT_eX]

[DOI]

Khuyagbaatar Batsuren

Erdenebileg Batbaatar

Oyun-Erdene Namsrai

J. Inf. Process. Syst., 2018

Metalearning with Hebbian Fast Weights.

[BibT_eX]

[DOI]

CoRR, 2018

Sentence Simplification with Memory-Augmented Neural Networks.

[BibT_eX]

[DOI]

Tu Vu

Baotian Hu

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Rapid Adaptation with Conditionally Shifted Neurons.

[BibT_eX]

[DOI]

Xingdi Yuan

Soroush Mehri

Proceedings of the 35th International Conference on Machine Learning, 2018

Understanding Deep Learning Performance through an Examination of Test Set Difficulty: A Psychometric Case Study.

[BibT_eX]

[DOI]

John Lalor

Hao Wu

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

Learning Rapid-Temporal Adaptations.

[BibT_eX]

[DOI]

CoRR, 2017

An Analysis of Machine Learning Intelligence.

[BibT_eX]

[DOI]

John P. Lalor

Hao Wu

CoRR, 2017

Meta Networks.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Reasoning with Memory Augmented Neural Networks for Language Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

Neural Semantic Encoders.

[BibT_eX]

[DOI]

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Neural Tree Indexers for Text Understanding.

[BibT_eX]

[DOI]

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2016

Citation Analysis with Neural Attention Models.

[BibT_eX]

[DOI]

John Lalor

Proceedings of the Seventh International Workshop on Health Text Mining and Information Analysis, 2016

2015

Incorporating domain knowledge in chemical and biomedical named entity recognition with word representations.

[BibT_eX]

[DOI]

Khuyagbaatar Batsuren

Hyeon Park

Nak Choi

J. Cheminformatics, 2015

The CHEMDNER corpus of chemicals and drugs and its annotation principles.

[BibT_eX]

[DOI]

J. Cheminformatics, 2015

Self-training in significance space of support vectors for imbalanced biomedical event data.

[BibT_eX]

[DOI]

Oyun-Erdene Namsrai

BMC Bioinform., 2015

Towards a Unified Named Entity Recognition System - Disease Mention Identification.

[BibT_eX]

Khuyagbaatar Batsuren

Proceedings of the BIOINFORMATICS 2015, 2015

2013

A Feature Selection-based Ensemble Method for Arrhythmia Classification.

[BibT_eX]

[DOI]

Erdenetuya Namsrai

J. Inf. Process. Syst., 2013

2012

An Active Co-Training Algorithm for Biomedical Named-Entity Recognition.

[BibT_eX]

[DOI]

J. Inf. Process. Syst., 2012

A Self-training with Active Example Selection Criterion for Biomedical Named Entity Recognition.

[BibT_eX]

[DOI]

Eonseok Shin

Incheon Paik

Proceedings of the Convergence and Hybrid Information Technology, 2012

Bio Named Entity Recognition Based on Co-training Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Advanced Information Networking and Applications Workshops, 2012

2011

BFSM: Finite state machine learned as name boundary definer for bio named entity recognition.

[BibT_eX]

[DOI]