NLPExplorer

Lifeng Shang

Number of Papers:- 40

Number of Citations:- 86

First ACL Paper:- 2015

Latest ACL Paper:- 2024

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EMNLP

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NAACL

WS

Findings

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IJCNLP

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Co-Authors:-

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ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models ACL

Haochen Tan | Zhijiang Guo | Zhan Shi | Lu Xu | Zhili Liu | Yunlong Feng | Xiaoguang Li | Yasheng Wang | Lifeng Shang | Qun Liu | Linqi Song |

Learning to Edit: Aligning LLMs with Knowledge Editing ACL

Yuxin Jiang | Yufei Wang | Chuhan Wu | Wanjun Zhong | Xingshan Zeng | Jiahui Gao | Liangyou Li | Xin Jiang | Lifeng Shang | Ruiming Tang | Qun Liu | Wei Wang |

Prompt-Based Length Controlled Generation with Multiple Control Types F i n d i n g s - A C L

Renlong Jie | Xiaojun Meng | Lifeng Shang | Xin Jiang | Qun Liu |

FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models ACL

Yuxin Jiang | Yufei Wang | Xingshan Zeng | Wanjun Zhong | Liangyou Li | Fei Mi | Lifeng Shang | Xin Jiang | Qun Liu | Wei Wang |

Visually Guided Generative Text-Layout Pre-training for Document Intelligence NAACL

Zhiming Mao | Haoli Bai | Lu Hou | Lifeng Shang | Xin Jiang | Qun Liu | Kam-Fai Wong |

Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios F i n d i n g s - A C L

Shijue Huang | Wanjun Zhong | Jianqiao Lu | Qi Zhu | Jiahui Gao | Weiwen Liu | Yutai Hou | Xingshan Zeng | Yasheng Wang | Lifeng Shang | Xin Jiang | Ruifeng Xu | Qun Liu |

M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models ACL

Wai-Chung Kwan | Xingshan Zeng | Yufei Wang | Yusen Sun | Liangyou Li | Yuxin Jiang | Lifeng Shang | Qun Liu | Kam-Fai Wong |

MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models EMNLP

Wai-Chung Kwan | Xingshan Zeng | Yuxin Jiang | Yufei Wang | Liangyou Li | Lifeng Shang | Xin Jiang | Qun Liu | Kam-Fai Wong |

evision PDF of 'Retrieval-free Knowledge Injection through Multi-Document Traversal for Dialogue Models ACL

Rui Wang | Jianzhu Bao | Fei Mi | Yi Chen | Hongru Wang | Yasheng Wang | Yitong Li | Lifeng Shang | Kam-Fai Wong | Ruifeng Xu |

Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment F i n d i n g s - E M N L P

Boyang Xue | Weichao Wang | Hongru Wang | Fei Mi | Rui Wang | Yasheng Wang | Lifeng Shang | Xin Jiang | Qun Liu | Kam-Fai Wong |

Gradually Excavating External Knowledge for Implicit Complex Question Answering F i n d i n g s - E M N L P

Chang Liu | Xiaoguang Li | Lifeng Shang | Xin Jiang | Qun Liu | Edmund Lam | Ngai Wong |

NewsDialogues: Towards Proactive News Grounded Conversation F i n d i n g s - A C L

Siheng Li | Yichun Yin | Cheng Yang | Wangjie Jiang | Yiwei Li | Zesen Cheng | Lifeng Shang | Xin Jiang | Qun Liu | Yujiu Yang |

mCLIP: Multilingual CLIP via Cross-lingual Transfer ACL

Guanhua Chen | Lu Hou | Yun Chen | Wenliang Dai | Lifeng Shang | Xin Jiang | Qun Liu | Jia Pan | Wenping Wang |

AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models ACL

Siheng Li | Cheng Yang | Yichun Yin | Xinyu Zhu | Zesen Cheng | Lifeng Shang | Xin Jiang | Qun Liu | Yujiu Yang |

Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation ACL Findings

Wenliang Dai | Lu Hou | Lifeng Shang | Xin Jiang | Qun Liu | Pascale Fung |

How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis ACL Findings

Shaobo Li | Xiaoguang Li | Lifeng Shang | Zhenhua Dong | Chengjie Sun | Bingquan Liu | Zhenzhou Ji | Xin Jiang | Qun Liu |

MTRec: Multi-Task Learning over BERT for News Recommendation ACL Findings

Qiwei Bi | Jian Li | Lifeng Shang | Xin Jiang | Qun Liu | Hanfang Yang |

bert2BERT: Towards Reusable Pretrained Language Models ACL

Cheng Chen | Yichun Yin | Lifeng Shang | Xin Jiang | Yujia Qin | Fengyu Wang | Zhi Wang | Xiao Chen | Zhiyuan Liu | Qun Liu |

Read before Generate! Faithful Long Form Question Answering with Machine Reading ACL Findings

Dan Su | Xiaoguang Li | Jindi Zhang | Lifeng Shang | Xin Jiang | Qun Liu | Pascale Fung |

MINER: Multi-Interest Matching Network for News Recommendation ACL Findings

Jian Li | Jieming Zhu | Qiwei Bi | Guohao Cai | Lifeng Shang | Zhenhua Dong | Xin Jiang | Qun Liu |

Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering ACL

Jiawei Zhou | Xiaoguang Li | Lifeng Shang | Lan Luo | Ke Zhan | Enrui Hu | Xinyu Zhang | Hao Jiang | Zhao Cao | Fan Yu | Xin Jiang | Qun Liu | Lei Chen |

Compression of Generative Pre-trained Language Models via Quantization ACL

Chaofan Tao | Lu Hou | Wei Zhang | Lifeng Shang | Xin Jiang | Qun Liu | Ping Luo | Ngai Wong |

Controlled Text Generation Using Dictionary Prior in Variational Autoencoders ACL Findings

Xianghong Fang | Jian Li | Lifeng Shang | Xin Jiang | Qun Liu | Dit-Yan Yeung |

Pre-training Language Models with Deterministic Factual Knowledge EMNLP

Shaobo Li | Xiaoguang Li | Lifeng Shang | Chengjie Sun | Bingquan Liu | Zhenzhou Ji | Xin Jiang | Qun Liu |

G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks EMNLP

Zhongwei Wan | Yichun Yin | Wei Zhang | Jiaxin Shi | Lifeng Shang | Guangyong Chen | Xin Jiang | Qun Liu |

LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling EMNLP

Dongsheng Chen | Chaofan Tao | Lu Hou | Lifeng Shang | Xin Jiang | Qun Liu |

Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation F i n d i n g s - E M N L P

Zhexin Zhang | Jiale Cheng | Hao Sun | Jiawen Deng | Fei Mi | Yasheng Wang | Lifeng Shang | Minlie Huang |

Generate & Rank: A Multi-task Framework for Math Word Problems EMNLP Findings

Jianhao Shen | Yichun Yin | Lin Li | Lifeng Shang | Xin Jiang | Ming Zhang | Qun Liu |

AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models ACL IJCNLP

Yichun Yin | Cheng Chen | Lifeng Shang | Xin Jiang | Xiao Chen | Qun Liu |

Improving Unsupervised Question Answering via Summarization-Informed Question Generation EMNLP

Chenyang Lyu | Lifeng Shang | Yvette Graham | Jennifer Foster | Xin Jiang | Qun Liu |

DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling EMNLP

Baojun Wang | Zhao Zhang | Kun Xu | Guang-Yuan Hao | Yuyang Zhang | Lifeng Shang | Linlin Li | Xiao Chen | Xin Jiang | Qun Liu |

A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering ACL IJCNLP

Zhihong Shao | Lifeng Shang | Qun Liu | Minlie Huang |

BinaryBERT: Pushing the Limit of BERT Quantization ACL IJCNLP

Haoli Bai | Wei Zhang | Lu Hou | Lifeng Shang | Jin Jin | Xin Jiang | Qun Liu | Michael Lyu | Irwin King |

GhostBERT: Generate More Features with Cheap Operations for BERT ACL IJCNLP

Zhiqi Huang | Lu Hou | Lifeng Shang | Xin Jiang | Xiao Chen | Qun Liu |

TinyBERT: Distilling BERT for Natural Language Understanding EMNLP Findings

Xiaoqi Jiao | Yichun Yin | Lifeng Shang | Xin Jiang | Xiao Chen | Linlin Li | Fang Wang | Qun Liu |

TernaryBERT: Distillation-aware Ultra-low Bit BERT EMNLP

Wei Zhang | Lu Hou | Yichun Yin | Lifeng Shang | Xiao Chen | Xin Jiang | Qun Liu |

Decomposable Neural Paraphrase Generation ACL

Zichao Li | Xin Jiang | Lifeng Shang | Qun Liu |

Paraphrase Generation with Deep Reinforcement Learning EMNLP

Zichao Li | Xin Jiang | Lifeng Shang | Hang Li |

Neural Generative Question Answering WS

Jun Yin | Xin Jiang | Zhengdong Lu | Lifeng Shang | Hang Li | Xiaoming Li |

Neural Responding Machine for Short-Text Conversation ACL IJCNLP

Lifeng Shang | Zhengdong Lu | Hang Li |

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