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Training Discrete Deep Generative Models via Gapped Straight-Through Estimator


Jun 15, 2022
Ting-Han Fan, Ta-Chung Chi, Alexander I. Rudnicky, Peter J. Ramadge

* Accepted at the International Conference on Machine Learning (ICML) 2022. The first two authors contributed equally 

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KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation


May 20, 2022
Ta-Chung Chi, Ting-Han Fan, Peter J. Ramadge, Alexander I. Rudnicky

* The first two authors contributed equally to this work 

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Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection


Oct 25, 2021
Ta-Chung Chi, Alexander I. Rudnicky

* 6 pages, accepted by EMNLP 2021 

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Are you doing what I say? On modalities alignment in ALFRED


Oct 12, 2021
Ting-Rui Chiang, Yi-Ting Yeh, Ta-Chung Chi, Yau-Shian Wang

* Accepted by Novel Ideas in Learning-to-Learn through Interaction at EMNLP 2021 

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Automatic Speech Verification Spoofing Detection


Dec 15, 2020
Shentong Mo, Haofan Wang, Pinxu Ren, Ta-Chung Chi


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Just Ask:An Interactive Learning Framework for Vision and Language Navigation


Dec 02, 2019
Ta-Chung Chi, Mihail Eric, Seokhwan Kim, Minmin Shen, Dilek Hakkani-tur

* 8 pages, accepted to AAAI 2020 

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CLUSE: Cross-Lingual Unsupervised Sense Embeddings


Oct 21, 2018
Ta-Chung Chi, Yun-Nung Chen

* 11 pages, accepted by EMNLP 2018 

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BCWS: Bilingual Contextual Word Similarity


Oct 21, 2018
Ta-Chung Chi, Ching-Yen Shih, Yun-Nung Chen


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xSense: Learning Sense-Separated Sparse Representations and Textual Definitions for Explainable Word Sense Networks


Sep 10, 2018
Ting-Yun Chang, Ta-Chung Chi, Shang-Chi Tsai, Yun-Nung Chen


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Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding


Dec 08, 2017
Po-Chun Chen, Ta-Chung Chi, Shang-Yu Su, Yun-Nung Chen

* Accepted by ASRU 2017. arXiv admin note: text overlap with arXiv:1710.00164 

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