| 2024 | NAACL | Attention Alignment and Flexible Positional Embeddings Improve Transformer Length Extrapolation. | Ta-Chung Chi, Ting-Han Fan, Alexander Rudnicky |
| 2024 | NAACL | Advancing Regular Language Reasoning in Linear Recurrent Neural Networks. | Ting-Han Fan, Ta-Chung Chi, Alexander Rudnicky |
| 2023 | ACL | Latent Positional Information is in the Self-Attention Variance of Transformer Language Models Without Positional Embeddings. | Ta-Chung Chi, Ting-Han Fan, Li-Wei Chen, Alexander Rudnicky, Peter J. Ramadge |
| 2023 | ACL | Dissecting Transformer Length Extrapolation via the Lens of Receptive Field Analysis. | Ta-Chung Chi, Ting-Han Fan, Alexander Rudnicky, Peter J. Ramadge |
| 2023 | ACL | PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification. | Yau-Shian Wang, Ta-Chung Chi, Ruohong Zhang, Yiming Yang |
| 2023 | EMNLP | Transformer Working Memory Enables Regular Language Reasoning And Natural Language Length Extrapolation. | Ta-Chung Chi, Ting-Han Fan, Alexander Rudnicky, Peter J. Ramadge |
| 2022 | ICML | Training Discrete Deep Generative Models via Gapped Straight-Through Estimator. | Ting-Han Fan, Ta-Chung Chi, Alexander I. Rudnicky, Peter J. Ramadge |
| 2022 | SIGdial | Structured Dialogue Discourse Parsing. | Ta-Chung Chi, Alexander I. Rudnicky |
| 2021 | EMNLP | Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection. | Ta-Chung Chi, Alexander I. Rudnicky |
| 2020 | AAAI | Just Ask: An Interactive Learning Framework for Vision and Language Navigation. | Ta-Chung Chi, Minmin Shen, Mihail Eric, Seokhwan Kim, Dilek Hakkani-Tr |
| 2018 | EMNLP | CLUSE: Cross-Lingual Unsupervised Sense Embeddings. | Ta-Chung Chi, Yun-Nung Chen |
| 2017 | ASRU | Dynamic time-aware attention to speaker roles and contexts for spoken language understanding. | Po-Chun Chen, Ta-Chung Chi, Shang-Yu Su, Yun-Nung Chen |
| 2017 | IJCNLP | Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning. | Ta-Chung Chi, Po-Chun Chen, Shang-Yu Su, Yun-Nung Chen |