NLPExplorer

Tianxing He

Number of Papers:- 16

Number of Citations:- 0

First ACL Paper:- 2020

Latest ACL Paper:- 2024

Venues:-

NAACL

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P

s

EMNLP

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Findings

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C

M

g

A

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ACL

EACL

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*SEM

AACL

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F

n

Co-Authors:-

Benjamin Van Durme

Similar Authors:-

LatticeGen: Hiding Generated Text in a Lattice for Privacy-Aware Large Language Model Generation on Cloud F i n d i n g s - N A A C L

Mengke Zhang | Tianxing He | Tianle Wang | Lu Mi | Niloofar Mireshghallah | Binyi Chen | Hao Wang | Yulia Tsvetkov |

Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks ACL

Yichen Wang | Shangbin Feng | Abe Hou | Xiao Pu | Chao Shen | Xiaoming Liu | Yulia Tsvetkov | Tianxing He |

k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text F i n d i n g s - A C L

Abe Hou | Jingyu Zhang | Yichen Wang | Daniel Khashabi | Tianxing He |

Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models F i n d i n g s - A C L

Wenxuan Ding | Shangbin Feng | Yuhan Liu | Zhaoxuan Tan | Vidhisha Balachandran | Tianxing He | Yulia Tsvetkov |

SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation NAACL

Abe Hou | Jingyu Zhang | Tianxing He | Yichen Wang | Yung-Sung Chuang | Hongwei Wang | Lingfeng Shen | Benjamin Van Durme | Daniel Khashabi | Yulia Tsvetkov |

Can LLM Graph Reasoning Generalize beyond Pattern Memorization? F i n d i n g s - E M N L P

Yizhuo Zhang | Heng Wang | Shangbin Feng | Zhaoxuan Tan | Xiaochuang Han | Tianxing He | Yulia Tsvetkov |

Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles F i n d i n g s - E M N L P

Xiao Pu | Tianxing He | Xiaojun Wan |

PCFG-Based Natural Language Interface Improves Generalization for Controlled Text Generation *SEM

Jingyu Zhang | James Glass | Tianxing He |

On the Zero-Shot Generalization of Machine-Generated Text Detectors F i n d i n g s - E M N L P

Xiao Pu | Jingyu Zhang | Xiaochuang Han | Yulia Tsvetkov | Tianxing He |

On the Blind Spots of Model-Based Evaluation Metrics for Text Generation ACL

Tianxing He | Jingyu Zhang | Tianle Wang | Sachin Kumar | Kyunghyun Cho | James Glass | Yulia Tsvetkov |

Controlling the Focus of Pretrained Language Generation Models ACL Findings

Jiabao Ji | Yoon Kim | James Glass | Tianxing He |

Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models EACL

Tianxing He | Bryan McCann | Caiming Xiong | Ehsan Hosseini-Asl |

Analyzing the Forgetting Problem in Pretrain-Finetuning of Open-domain Dialogue Response Models EACL

Tianxing He | Jun Liu | Kyunghyun Cho | Myle Ott | Bing Liu | James Glass | Fuchun Peng |

Exposure Bias versus Self-Recovery: Are Distortions Really Incremental for Autoregressive Text Generation? EMNLP

Tianxing He | Jingzhao Zhang | Zhiming Zhou | James Glass |

Negative Training for Neural Dialogue Response Generation ACL

Tianxing He | James Glass |

A Systematic Characterization of Sampling Algorithms for Open-ended Language Generation AACL

Moin Nadeem | Tianxing He | Kyunghyun Cho | James Glass |

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