NLPExplorer

Xiaoyu Shen

Number of Papers:- 37

Number of Citations:- 12

First ACL Paper:- 2017

Latest ACL Paper:- 2024

Venues:-

NAACL

NLP4ConvAI

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P

COLING

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EMNLP

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E

C

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ECNLP

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A

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ACL

EACL

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IJCNLP

INLG

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Co-Authors:-

Abhinav Lalwani

Adria De Gispert

Similar Authors:-

Christoph Kilian Theil

SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects EACL

David Adelani | Hannah Liu | Xiaoyu Shen | Nikita Vassilyev | Jesujoba Alabi | Yanke Mao | Haonan Gao | En-Shiun Lee |

The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis F i n d i n g s - A C L

Miaoran Zhang | Vagrant Gautam | Mingyang Wang | Jesujoba Alabi | Xiaoyu Shen | Dietrich Klakow | Marius Mosbach |

A Preference-driven Paradigm for Enhanced Translation with Large Language Models NAACL

Dawei Zhu | Sony Trenous | Xiaoyu Shen | Dietrich Klakow | Bill Byrne | Eva Hasler |

To Preserve or To Compress: An In-Depth Study of Connector Selection in Multimodal Large Language Models EMNLP

Junyan Lin | Haoran Chen | Dawei Zhu | Xiaoyu Shen |

Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism EMNLP

Anhao Zhao | Fanghua Ye | Jinlan Fu | Xiaoyu Shen |

Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice? EMNLP

Dawei Zhu | Pinzhen Chen | Miaoran Zhang | Barry Haddow | Xiaoyu Shen | Dietrich Klakow |

Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning F i n d i n g s - E M N L P

Qingyu Yin | Xuzheng He | Chak Tou Leong | Fan Wang | Yanzhao Yan | Xiaoyu Shen | Qiang Zhang |

LawBench: Benchmarking Legal Knowledge of Large Language Models EMNLP

Zhiwei Fei | Xiaoyu Shen | Dawei Zhu | Fengzhe Zhou | Zhuo Han | Alan Huang | Songyang Zhang | Kai Chen | Zhixin Yin | Zongwen Shen | Jidong Ge | Vincent Ng |

The Accuracy Paradox in RLHF: When Better Reward Models Don’t Yield Better Language Models EMNLP

Yanjun Chen | Dawei Zhu | Yirong Sun | Xinghao Chen | Wei Zhang | Xiaoyu Shen |

Assessing “Implicit” Retrieval Robustness of Large Language Models EMNLP

Xiaoyu Shen | Rexhina Blloshmi | Dawei Zhu | Jiahuan Pei | Wei Zhang |

Meta Self-Refinement for Robust Learning with Weak Supervision EACL

Dawei Zhu | Xiaoyu Shen | Michael Hedderich | Dietrich Klakow |

Neural Ranking with Weak Supervision for Open-Domain Question Answering : A Survey F i n d i n g s - E A C L

Xiaoyu Shen | Svitlana Vakulenko | Marco Del Tredici | Gianni Barlacchi | Bill Byrne | Adria De Gispert |

xPQA: Cross-Lingual Product Question Answering in 12 Languages ACL

Xiaoyu Shen | Akari Asai | Bill Byrne | Adria De Gispert |

Weaker Than You Think: A Critical Look at Weakly Supervised Learning ACL

Dawei Zhu | Xiaoyu Shen | Marius Mosbach | Andreas Stephan | Dietrich Klakow |

semiPQA: A Study on Product Question Answering over Semi-structured Data ACL ECNLP

Xiaoyu Shen | Gianni Barlacchi | Marco Del Tredici | Weiwei Cheng | Adrià Gispert |

From Rewriting to Remembering: Common Ground for Conversational QA Models ACL NLP4ConvAI

Marco Del Tredici | Xiaoyu Shen | Gianni Barlacchi | Bill Byrne | Adrià de Gispert |

Product Answer Generation from Heterogeneous Sources: A New Benchmark and Best Practices ACL ECNLP

Xiaoyu Shen | Gianni Barlacchi | Marco Del Tredici | Weiwei Cheng | Bill Byrne | Adrià Gispert |

RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining ACL

Hui Su | Weiwei Shi | Xiaoyu Shen | Zhou Xiao | Tuo Ji | Jiarui Fang | Jie Zhou |

A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation NAACL

David Adelani | Jesujoba Alabi | Angela Fan | Julia Kreutzer | Xiaoyu Shen | Machel Reid | Dana Ruiter | Dietrich Klakow | Peter Nabende | Ernie Chang | Tajuddeen Gwadabe | Freshia Sackey | Bonaventure F. P. Dossou | Chris Emezue | Colin Leong | Michael Beukman | Shamsuddeen Muhammad | Guyo Jarso | Oreen Yousuf | Andre Niyongabo Rubungo | Gilles Hacheme | Eric Peter Wairagala | Muhammad Umair Nasir | Benjamin Ajibade | Tunde Ajayi | Yvonne Gitau | Jade Abbott | Mohamed Ahmed | Millicent Ochieng | Anuoluwapo Aremu | Perez Ogayo | Jonathan Mukiibi | Fatoumata Ouoba Kabore | Godson Kalipe | Derguene Mbaye | Allahsera Auguste Tapo | Victoire Memdjokam Koagne | Edwin Munkoh-Buabeng | Valencia Wagner | Idris Abdulmumin | Ayodele Awokoya | Happy Buzaaba | Blessing Sibanda | Andiswa Bukula | Sam Manthalu |

FocusQA: Open-Domain Question Answering with a Context in Focus F i n d i n g s - E M N L P

Gianni Barlacchi | Ivano Lauriola | Alessandro Moschitti | Marco Del Tredici | Xiaoyu Shen | Thuy Vu | Bill Byrne | Adrià de Gispert |

Logical Fallacy Detection F i n d i n g s - E M N L P

Zhijing Jin | Abhinav Lalwani | Tejas Vaidhya | Xiaoyu Shen | Yiwen Ding | Zhiheng Lyu | Mrinmaya Sachan | Rada Mihalcea | Bernhard Schoelkopf |

Neural Data-to-Text Generation with LM-based Text Augmentation EACL

Ernie Chang | Xiaoyu Shen | Dawei Zhu | Vera Demberg | Hui Su |

On Training Instance Selection for Few-Shot Neural Text Generation ACL IJCNLP

Ernie Chang | Xiaoyu Shen | Hui-Syuan Yeh | Vera Demberg |

The SelectGen Challenge: Finding the Best Training Samples for Few-Shot Neural Text Generation INLG

Ernie Chang | Xiaoyu Shen | Alex Marin | Vera Demberg |

Preventing Author Profiling through Zero-Shot Multilingual Back-Translation EMNLP

David Adelani | Miaoran Zhang | Xiaoyu Shen | Ali Davody | Thomas Kleinbauer | Dietrich Klakow |

Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence ACL

Xiaoyu Shen | Ernie Chang | Hui Su | Cheng Niu | Dietrich Klakow |

Diversifying Dialogue Generation with Non-Conversational Text ACL

Hui Su | Xiaoyu Shen | Sanqiang Zhao | Zhou Xiao | Pengwei Hu | randy zhong | Cheng Niu | Jie Zhou |

DART: A Lightweight Quality-Suggestive Data-to-Text Annotation Tool COLING

Ernie Chang | Jeriah Caplinger | Alex Marin | Xiaoyu Shen | Vera Demberg |

Data Augmentation for Multiclass Utterance Classification – A Systematic Study COLING

Binxia Xu | Siyuan Qiu | Jie Zhang | Yafang Wang | Xiaoyu Shen | Gerard de Melo |

MovieChats: Chat like Humans in a Closed Domain EMNLP

Hui Su | Xiaoyu Shen | Zhou Xiao | Zheng Zhang | Ernie Chang | Cheng Zhang | Cheng Niu | Jie Zhou |

Select and Attend: Towards Controllable Content Selection in Text Generation EMNLP

Xiaoyu Shen | Jun Suzuki | Kentaro Inui | Hui Su | Dietrich Klakow | Satoshi Sekine |

Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator EMNLP

Xiaoyu Shen | Yang Zhao | Hui Su | Dietrich Klakow |

Improving Multi-turn Dialogue Modelling with Utterance ReWriter ACL

Hui Su | Xiaoyu Shen | Rongzhi Zhang | Fei Sun | Pengwei Hu | Cheng Niu | Jie Zhou |

Unsupervised Rewriter for Multi-Sentence Compression ACL

Yang Zhao | Xiaoyu Shen | Wei Bi | Akiko Aizawa |

NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation EMNLP

Xiaoyu Shen | Hui Su | Wenjie Li | Dietrich Klakow |

DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset IJCNLP

Yanran Li | Hui Su | Xiaoyu Shen | Wenjie Li | Ziqiang Cao | Shuzi Niu |

A Conditional Variational Framework for Dialog Generation ACL

Xiaoyu Shen | Hui Su | Yanran Li | Wenjie Li | Shuzi Niu | Yang Zhao | Akiko Aizawa | Guoping Long |

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