Ta-Chung Chi

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 31

Top Topics

Interactive Learning

Positional Information

Recurrent Neural Networks

Spoken Language

Top Venues

Publications

Ta-Chung Chi, Ting-Han Fan, Li-Wei Chen, Alexander I. Rudnicky, Peter J. Ramadge
Latent Positional Information is in the Self-Attention Variance of Transformer Language Models Without Positional Embeddings. CoRR (2023)
Ta-Chung Chi, Ting-Han Fan, Alexander I. Rudnicky, Peter J. Ramadge
Transformer Working Memory Enables Regular Language Reasoning and Natural Language Length Extrapolation. CoRR (2023)
Ta-Chung Chi, Alexander I. Rudnicky
Structured Dialogue Discourse Parsing. CoRR (2023)
Ta-Chung Chi, Ting-Han Fan, Alexander Rudnicky, Peter J. Ramadge
Transformer Working Memory Enables Regular Language Reasoning And Natural Language Length Extrapolation. EMNLP (Findings) (2023)
Ting-Han Fan, Ta-Chung Chi, Alexander I. Rudnicky
Advancing Regular Language Reasoning in Linear Recurrent Neural Networks. CoRR (2023)
Ta-Chung Chi, Ting-Han Fan, Alexander I. Rudnicky
Attention Alignment and Flexible Positional Embeddings Improve Transformer Length Extrapolation. CoRR (2023)
Ta-Chung Chi, Ting-Han Fan, Alexander Rudnicky, Peter J. Ramadge
Dissecting Transformer Length Extrapolation via the Lens of Receptive Field Analysis. ACL (1) (2023)
Ta-Chung Chi, Ting-Han Fan, Li-Wei Chen, Alexander Rudnicky, Peter J. Ramadge
Latent Positional Information is in the Self-Attention Variance of Transformer Language Models Without Positional Embeddings. ACL (2) (2023)
Yau-Shian Wang, Ta-Chung Chi, Ruohong Zhang, Yiming Yang
PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification. CoRR (2023)
Yau-Shian Wang, Ta-Chung Chi, Ruohong Zhang, Yiming Yang
PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification. ACL (1) (2023)
Ta-Chung Chi, Ting-Han Fan, Peter J. Ramadge, Alexander I. Rudnicky
KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation. CoRR (2022)
Ting-Han Fan, Ta-Chung Chi, Alexander I. Rudnicky, Peter J. Ramadge
Training Discrete Deep Generative Models via Gapped Straight-Through Estimator. ICML (2022)
Ta-Chung Chi, Ting-Han Fan, Alexander I. Rudnicky
Receptive Field Alignment Enables Transformer Length Extrapolation. CoRR (2022)
Ting-Han Fan, Ta-Chung Chi, Alexander I. Rudnicky, Peter J. Ramadge
Training Discrete Deep Generative Models via Gapped Straight-Through Estimator. CoRR (2022)
Ta-Chung Chi, Alexander I. Rudnicky
Structured Dialogue Discourse Parsing. SIGDIAL (2022)
Tzu-Hsiang Lin, Ta-Chung Chi, Anna Rumshisky
On Task-Adaptive Pretraining for Dialogue Response Selection. CoRR (2022)
Ta-Chung Chi, Ting-Han Fan, Peter J. Ramadge, Alexander Rudnicky
KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation. NeurIPS (2022)
Ting-Rui Chiang, Yi-Ting Yeh, Ta-Chung Chi, Yau-Shian Wang
Are you doing what I say? On modalities alignment in ALFRED. CoRR (2021)
Ta-Chung Chi, Alexander I. Rudnicky
Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection. CoRR (2021)
Ta-Chung Chi, Alexander I. Rudnicky
Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection. EMNLP (1) (2021)
Shentong Mo, Haofan Wang, Pinxu Ren, Ta-Chung Chi
Automatic Speech Verification Spoofing Detection. CoRR (2020)
Ta-Chung Chi, Minmin Shen, Mihail Eric, Seokhwan Kim, Dilek Hakkani-Tür
Just Ask: An Interactive Learning Framework for Vision and Language Navigation. AAAI (2020)
Ta-Chung Chi, Mihail Eric, Seokhwan Kim, Minmin Shen, Dilek Hakkani-Tür
Just Ask: An Interactive Learning Framework for Vision and Language Navigation. CoRR (2019)
Ta-Chung Chi, Ching-Yen Shih, Yun-Nung Chen
BCWS: Bilingual Contextual Word Similarity. CoRR (2018)
Ta-Chung Chi, Yun-Nung Chen
CLUSE: Cross-Lingual Unsupervised Sense Embeddings. CoRR (2018)
Ta-Chung Chi, Yun-Nung Chen
CLUSE: Cross-Lingual Unsupervised Sense Embeddings. EMNLP (2018)
Ting-Yun Chang, Ta-Chung Chi, Shang-Chi Tsai, Yun-Nung Chen
xSense: Learning Sense-Separated Sparse Representations and Textual Definitions for Explainable Word Sense Networks. CoRR (2018)
Ta-Chung Chi, Po-Chun Chen, Shang-Yu Su, Yun-Nung Chen
Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning. IJCNLP(2) (2017)
Po-Chun Chen, Ta-Chung Chi, Shang-Yu Su, Yun-Nung Chen
Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding. CoRR (2017)
Po-Chun Chen, Ta-Chung Chi, Shang-Yu Su, Yun-Nung Chen
Dynamic time-aware attention to speaker roles and contexts for spoken language understanding. ASRU (2017)
Ta-Chung Chi, Po-Chun Chen, Shang-Yu Su, Yun-Nung Chen
Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning. CoRR (2017)