Ta-Chung Chi

According to our database1, Ta-Chung Chi authored at least 20 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Advancing Regular Language Reasoning in Linear Recurrent Neural Networks.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

Attention Alignment and Flexible Positional Embeddings Improve Transformer Length Extrapolation.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

2023
Transformer Working Memory Enables Regular Language Reasoning And Natural Language Length Extrapolation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Dissecting Transformer Length Extrapolation via the Lens of Receptive Field Analysis.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Latent Positional Information is in the Self-Attention Variance of Transformer Language Models Without Positional Embeddings.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022
Receptive Field Alignment Enables Transformer Length Extrapolation.
CoRR, 2022

On Task-Adaptive Pretraining for Dialogue Response Selection.
CoRR, 2022

Structured Dialogue Discourse Parsing.
Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022

KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Training Discrete Deep Generative Models via Gapped Straight-Through Estimator.
Proceedings of the International Conference on Machine Learning, 2022

2021
Are you doing what I say? On modalities alignment in ALFRED.
CoRR, 2021

Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020
Automatic Speech Verification Spoofing Detection.
CoRR, 2020

Just Ask: An Interactive Learning Framework for Vision and Language Navigation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2018
BCWS: Bilingual Contextual Word Similarity.
CoRR, 2018

xSense: Learning Sense-Separated Sparse Representations and Textual Definitions for Explainable Word Sense Networks.
CoRR, 2018

CLUSE: Cross-Lingual Unsupervised Sense Embeddings.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017
Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Dynamic time-aware attention to speaker roles and contexts for spoken language understanding.
Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017


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