NLPExplorer

Yilin Shen

Number of Papers:- 14

Number of Citations:- 2

First ACL Paper:- 2018

Latest ACL Paper:- 2024

Venues:-

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EMNLP

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d

NAACL

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A

WS

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P

IJCNLP

ACL

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C

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N

F

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g

Co-Authors:-

Changsheng Zhao

Similar Authors:-

SLiM: Speculative Decoding with Hypothesis Reduction F i n d i n g s - N A A C L

Chi-Heng Lin | Shikhar Tuli | James Smith | Yen-Chang Hsu | Yilin Shen | Hongxia Jin |

Adaptive Rank Selections for Low-Rank Approximation of Language Models NAACL

Shangqian Gao | Ting Hua | Yen-Chang Hsu | Yilin Shen | Hongxia Jin |

DynaMo: Accelerating Language Model Inference with Dynamic Multi-Token Sampling NAACL

Shikhar Tuli | Chi-Heng Lin | Yen-Chang Hsu | Niraj Jha | Yilin Shen | Hongxia Jin |

Dynamic Low-rank Estimation for Transformer-based Language Models F i n d i n g s - E M N L P

Ting Hua | Xiao Li | Shangqian Gao | Yen-Chang Hsu | Yilin Shen | Hongxia Jin |

Numerical Optimizations for Weighted Low-rank Estimation on Language Models EMNLP

Ting Hua | Yen-Chang Hsu | Felicity Wang | Qian Lou | Yilin Shen | Hongxia Jin |

Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding NAACL

Ting Hua | Yilin Shen | Changsheng Zhao | Yen-Chang Hsu | Hongxia Jin |

Enhancing the generalization for Intent Classification and Out-of-Domain Detection in SLU ACL IJCNLP

Yilin Shen | Yen-Chang Hsu | Avik Ray | Hongxia Jin |

Generating Dialogue Responses from a Semantic Latent Space EMNLP

Wei-Jen Ko | Avik Ray | Yilin Shen | Hongxia Jin |

A Progressive Model to Enable Continual Learning for Semantic Slot Filling EMNLP

Yilin Shen | Xiangyu Zeng | Hongxia Jin |

Fast Domain Adaptation of Semantic Parsers via Paraphrase Attention EMNLP WS

Avik Ray | Yilin Shen | Hongxia Jin |

How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection NAACL

Wenhu Chen | Yu Su | Yilin Shen | Zhiyu Chen | Xifeng Yan | William Yang Wang |

SkillBot: Towards Automatic Skill Development via User Demonstration NAACL

Yilin Shen | Avik Ray | Hongxia Jin | Sandeep Nama |

A Bi-Model Based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling NAACL

Yu Wang | Yilin Shen | Hongxia Jin |

CRUISE: Cold-Start New Skill Development via Iterative Utterance Generation ACL

Yilin Shen | Avik Ray | Abhishek Patel | Hongxia Jin |

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