Shang-Wen Li

Ngoc Thang Vu

CoRR, 2022

QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition.

[BibT_eX]

[DOI]

CoRR, 2022

Superb @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Exploring Efficient-Tuning Methods in Self-Supervised Speech Models.

[BibT_eX]

[DOI]

Zih-Ching Chen

Chin-Lun Fu

Chih-Ying Liu

Shang-Wen (Daniel) Li

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Cooperative Self-training of Machine Reading Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Meta Learning for Natural Language Processing: A Survey.

[BibT_eX]

[DOI]

Thang Vu

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition.

[BibT_eX]

[DOI]

Guan-Ting Lin

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech.

[BibT_eX]

[DOI]

Andy T. Liu

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Mitigating Biases in Toxic Language Detection through Invariant Rationalization.

[BibT_eX]

[DOI]

CoRR, 2021

Meta-learning for downstream aware and agnostic pretraining.

[BibT_eX]

[DOI]

CoRR, 2021

Cooperative Learning of Zero-Shot Machine Reading Comprehension.

[BibT_eX]

[DOI]

CoRR, 2021

Audio Albert: A Lite Bert for Self-Supervised Learning of Audio Representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Meta Learning to Classify Intent and Slot Labels with Noisy Few Shot Examples.

[BibT_eX]

[DOI]

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Supporting Clustering with Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

SUPERB: Speech Processing Universal PERformance Benchmark.

[BibT_eX]

[DOI]

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

Joint Retrieval-Extraction Training for Evidence-Aware Dialog Response Selection.

[BibT_eX]

[DOI]

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

Semi-Supervised Spoken Language Understanding via Self-Supervised Speech and Language Model Pretraining.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Pairwise Supervised Contrastive Learning of Sentence Representations.

[BibT_eX]

[DOI]

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

Zero-shot Generalization in Dialog State Tracking through Generative Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020

Improving Learning Experience in MOOCs with Educational Content Linking.

[BibT_eX]

[DOI]

CoRR, 2020

Towards Semi-Supervised Semantics Understanding from Speech.

[BibT_eX]

[DOI]

CoRR, 2020

Audio ALBERT: A Lite BERT for Self-supervised Learning of Audio Representation.

[BibT_eX]

[DOI]

CoRR, 2020

Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption.

[BibT_eX]

[DOI]

Hongyin Luo

James R. Glass

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Style Attuned Pre-Training and Parameter Efficient Fine-Tuning for Spoken Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Knowledge Grounded Conversational Symptom Detection with Graph Memory Networks.

[BibT_eX]

[DOI]

Hongyin Luo

James R. Glass

Proceedings of the 3rd Clinical Natural Language Processing Workshop, 2020

2017

Improving learning experience in MOOCs with educational content linking.

[BibT_eX]

[DOI]

PhD thesis, 2017

Learning Robust Dialog Policies in Noisy Environments.

[BibT_eX]

[DOI]

CoRR, 2017

2016

Thread Structure Prediction for MOOC Discussion Forum.

[BibT_eX]

[DOI]

Chengjie Sun

Lei Lin

Proceedings of the Social Computing, 2016

Automated Segmentation of MOOC Lectures towards Customized Learning.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Advanced Learning Technologies, 2016

2015

Linking MOOC courseware to accommodate diverse learner backgrounds.

[BibT_eX]

[DOI]

Victor Zue

Proceedings of the ISCA International Workshop on Speech and Language Technology in Education, 2015

Structuring lectures in massive open online courses (MOOCs) for efficient learning by linking similar sections and predicting prerequisites.

[BibT_eX]

[DOI]

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Would Linked MOOC Courseware Enhance Information Search?

[BibT_eX]

[DOI]

Victor Zue

Proceedings of the 15th IEEE International Conference on Advanced Learning Technologies, 2015

Learnersourced Recommendations for Remediation.

[BibT_eX]

[DOI]

Shang-Wen (Daniel) Li

Piotr Mitros

Proceedings of the 15th IEEE International Conference on Advanced Learning Technologies, 2015

2014

Data-driven interaction techniques for improving navigation of educational videos.

[BibT_eX]

[DOI]

Juho Kim

Philip J. Guo

Carrie J. Cai

Shang-Wen (Daniel) Li

Krzysztof Z. Gajos

Robert C. Miller

Proceedings of the 27th Annual ACM Symposium on User Interface Software and Technology, 2014

2013

An Experimental Analysis on Integrating Multi-Stream Spectro-Temporal, Cepstral and Pitch Information for Mandarin Speech Recognition.

[BibT_eX]

[DOI]

Yow-Bang Wang

Lin-Shan Lee

IEEE Trans. Speech Audio Process., 2013

2011

Improved Tonal Language Speech Recognition by Integrating Spectro-Temporal Evidence and Pitch Information with Properly Chosen Tonal Acoustic Units.

[BibT_eX]

[DOI]

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Multi-stream spectro-temporal and cepstral features based on data-driven hierarchical phoneme clusters.

[BibT_eX]

[DOI]

Liang-Che Sun

Lin-Shan Lee

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Improved phoneme recognition by integrating evidence from spectro-temporal and cepstral features.

[BibT_eX]

[DOI]