NLPExplorer

Tianyi Zhou

Number of Papers:- 22

Number of Citations:- 0

First ACL Paper:- 2019

Latest ACL Paper:- 2024

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EMNLP

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NAACL

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Findings

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ACL

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COLING

EACL

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Co-Authors:-

Abhinav Shrivastava

Similar Authors:-

An End-to-End Submodular Framework for Data-Efficient In-Context Learning F i n d i n g s - N A A C L

Lilly Kumari | Shengjie Wang | Arnav Das | Tianyi Zhou | Jeff Bilmes |

Corpus-Steered Query Expansion with Large Language Models EACL

Yibin Lei | Yu Cao | Tianyi Zhou | Tao Shen | Andrew Yates |

Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning F i n d i n g s - A C L

Ming Li | Lichang Chen | Jiuhai Chen | Shwai He | Jiuxiang Gu | Tianyi Zhou |

From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning NAACL

Ming Li | Yong Zhang | Zhitao Li | Jiuhai Chen | Lichang Chen | Ning Cheng | Jianzong Wang | Tianyi Zhou | Jing Xiao |

Retrieval-Augmented Retrieval: Large Language Models are Strong Zero-Shot Retriever F i n d i n g s - A C L

Tao Shen | Guodong Long | Xiubo Geng | Chongyang Tao | Yibin Lei | Tianyi Zhou | Michael Blumenstein | Daxin Jiang |

Meta-Task Prompting Elicits Embeddings from Large Language Models ACL

Yibin Lei | Di Wu | Tianyi Zhou | Tao Shen | Yu Cao | Chongyang Tao | Andrew Yates |

Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning ACL

Ming Li | Yong Zhang | Shwai He | Zhitao Li | Hongyu Zhao | Jianzong Wang | Ning Cheng | Tianyi Zhou |

Can LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements F i n d i n g s - A C L

Ming Li | Jiuhai Chen | Lichang Chen | Tianyi Zhou |

Multi-Objective Linguistic Control of Large Language Models F i n d i n g s - A C L

Dang Nguyen | Jiuhai Chen | Tianyi Zhou |

AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models F i n d i n g s - E M N L P

Xiyang Wu | Tianrui Guan | Dianqi Li | Shuaiyi Huang | Xiaoyu Liu | Xijun Wang | Ruiqi Xian | Abhinav Shrivastava | Furong Huang | Jordan Lee Boyd-Graber | Tianyi Zhou | Dinesh Manocha |

SpecHub: Provable Acceleration to Multi-Draft Speculative Decoding EMNLP

Ryan Sun | Tianyi Zhou | Xun Chen | Lichao Sun |

DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLMs Jailbreakers F i n d i n g s - E M N L P

Xirui Li | Ruochen Wang | Minhao Cheng | Tianyi Zhou | Cho-Jui Hsieh |

Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA EMNLP

Maharshi Gor | Hal Daumé Iii | Tianyi Zhou | Jordan Lee Boyd-Graber |

1+1>2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators? EMNLP

Yue Huang | Chenrui Fan | Yuan Li | Siyuan Wu | Tianyi Zhou | Xiangliang Zhang | Lichao Sun |

How Many Demonstrations Do You Need for In-context Learning? F i n d i n g s - E M N L P

Jiuhai Chen | Lichang Chen | Chen Zhu | Tianyi Zhou |

Merging Experts into One: Improving Computational Efficiency of Mixture of Experts EMNLP

Shwai He | Run-Ze Fan | Liang Ding | Li Shen | Tianyi Zhou | Dacheng Tao |

Token Dropping for Efficient BERT Pretraining ACL

Le Hou | Richard Yuanzhe Pang | Tianyi Zhou | Yuexin Wu | Xinying Song | Xiaodan Song | Denny Zhou |

Phrase-level Textual Adversarial Attack with Label Preservation Findings NAACL

Yibin Lei | Yu Cao | Dianqi Li | Tianyi Zhou | Meng Fang | Mykola Pechenizkiy |

TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack EMNLP

Yu Cao | Dianqi Li | Meng Fang | Tianyi Zhou | Jun Gao | Yibing Zhan | Dacheng Tao |

Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction EMNLP Findings

Bo Wang | Tao Shen | Guodong Long | Tianyi Zhou | Yi Chang |

Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention COLING

Yang Li | Tao Shen | Guodong Long | Jing Jiang | Tianyi Zhou | Chengqi Zhang |

Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together NAACL

Tao Shen | Tianyi Zhou | Guodong Long | Jing Jiang | Chengqi Zhang |

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