Xiaoyu Shen

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 58

Top Topics

Multidimensional Analysis

Text Generation

Weakly Supervised Learning

Sentence Compression

Top Venues

Publications

Dawei Zhu, Pinzhen Chen, Miaoran Zhang, Barry Haddow, Xiaoyu Shen, Dietrich Klakow
Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice? CoRR (2024)
David Ifeoluwa Adelani, Hannah Liu, Xiaoyu Shen, Nikita Vassilyev, Jesujoba O. Alabi, Yanke Mao, Haonan Gao, En-Shiun Annie Lee
SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects. EACL (1) (2024)
Miaoran Zhang, Vagrant Gautam, Mingyang Wang, Jesujoba Alabi, Xiaoyu Shen, Dietrich Klakow, Marius Mosbach
The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis. ACL (Findings) (2024)
Miaoran Zhang, Vagrant Gautam, Mingyang Wang, Jesujoba O. Alabi, Xiaoyu Shen, Dietrich Klakow, Marius Mosbach
The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis. CoRR (2024)
Dawei Zhu, Sony Trenous, Xiaoyu Shen, Dietrich Klakow, Bill Byrne, Eva Hasler
A Preference-driven Paradigm for Enhanced Translation with Large Language Models. NAACL-HLT (2024)
Hui Su, Zhi Tian, Xiaoyu Shen, Xunliang Cai
Unraveling the Mystery of Scaling Laws: Part I. CoRR (2024)
Zhiwei Fei, Songyang Zhang, Xiaoyu Shen, Dawei Zhu, Xiao Wang, Maosong Cao, Fengzhe Zhou, Yining Li, Wenwei Zhang, Dahua Lin, Kai Chen, Jidong Ge
InternLM-Law: An Open Source Chinese Legal Large Language Model. CoRR (2024)
Xiaoyu Shen, Rexhina Blloshmi, Dawei Zhu, Jiahuan Pei, Wei Zhang
Assessing "Implicit" Retrieval Robustness of Large Language Models. CoRR (2024)
Dawei Zhu, Sony Trenous, Xiaoyu Shen, Dietrich Klakow, Bill Byrne, Eva Hasler
A Preference-driven Paradigm for Enhanced Translation with Large Language Models. CoRR (2024)
David Ifeoluwa Adelani, Hannah Liu, Xiaoyu Shen, Nikita Vassilyev, Jesujoba O. Alabi, Yanke Mao, Haonan Gao, En-Shiun Annie Lee
SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects. CoRR (2023)
Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow
Weaker Than You Think: A Critical Look at Weakly Supervised Learning. ACL (1) (2023)
Zhiwei Fei, Xiaoyu Shen, Dawei Zhu, Fengzhe Zhou, Zhuo Han, Songyang Zhang, Kai Chen, Zongwen Shen, Jidong Ge
LawBench: Benchmarking Legal Knowledge of Large Language Models. CoRR (2023)
Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow
Weaker Than You Think: A Critical Look atWeakly Supervised Learning. CoRR (2023)
Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow
Meta Self-Refinement for Robust Learning with Weak Supervision. EACL (2023)
David Ifeoluwa Adelani, Jesujoba O. 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 Hassan Muhammad, Guyo Dub Jarso, Oreen Yousuf, Andre Niyongabo Rubungo, Gilles Hacheme, Eric Peter Wairagala, Muhammad Umair Nasir, Benjamin Ajibade, Tunde Ajayi, Yvonne Wambui Gitau, Jade Z. Abbott, Mohamed Ahmed, Millicent Ochieng, Aremu Anuoluwapo, 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
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation. NAACL-HLT (2022)
Hui Su, Weiwei Shi, Xiaoyu Shen, Zhou Xiao, Tuo Ji, Jiarui Fang, Jie Zhou
RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining. ACL (1) (2022)
Qingyu Zhang, Xiaoyu Shen, Ernie Chang, Jidong Ge, Pengke Chen
MDIA: A Benchmark for Multilingual Dialogue Generation in 46 Languages. CoRR (2022)
Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow
Meta Self-Refinement for Robust Learning with Weak Supervision. CoRR (2022)
David Ifeoluwa Adelani, Jesujoba Oluwadara 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 Chinenye Emezue, Colin Leong, Michael Beukman, Shamsuddeen Hassan Muhammad, Guyo Dub Jarso, Oreen Yousuf, Andre Niyongabo Rubungo, Gilles Hacheme, Eric Peter Wairagala, Muhammad Umair Nasir, Benjamin Ayoade Ajibade, Tunde Oluwaseyi Ajayi, Yvonne Wambui Gitau, Jade Z. Abbott, Mohamed Ahmed, Millicent Ochieng, Aremu Anuoluwapo, Perez Ogayo, Jonathan Mukiibi, Fatoumata Ouoba Kabore, Godson Koffi 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
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation. CoRR (2022)
David Ifeoluwa Adelani, Miaoran Zhang, Xiaoyu Shen, Ali Davody, Thomas Kleinbauer, Dietrich Klakow
Preventing Author Profiling through Zero-Shot Multilingual Back-Translation. EMNLP (1) (2021)
Ernie Chang, Xiaoyu Shen, Hui-Syuan Yeh, Vera Demberg
On Training Instance Selection for Few-Shot Neural Text Generation. ACL/IJCNLP (2) (2021)
Ernie Chang, Xiaoyu Shen, Alex Marin, Vera Demberg
The SelectGen Challenge: Finding the Best Training Samples for Few-Shot Neural Text Generation. CoRR (2021)
Rongzhi Zhang, Yulong Gu, Xiaoyu Shen, Hui Su
Knowledge-enhanced Session-based Recommendation with Temporal Transformer. CoRR (2021)
Ernie Chang, Xiaoyu Shen, Dawei Zhu, Vera Demberg, Hui Su
Neural Data-to-Text Generation with LM-based Text Augmentation. CoRR (2021)
Ernie Chang, Xiaoyu Shen, Alex Marin, Vera Demberg
The SelectGen Challenge: Finding the Best Training Samples for Few-Shot Neural Text Generation. INLG (2021)
Ernie Chang, Xiaoyu Shen, Hui-Syuan Yeh, Vera Demberg
On Training Instance Selection for Few-Shot Neural Text Generation. CoRR (2021)
David Ifeoluwa Adelani, Miaoran Zhang, Xiaoyu Shen, Ali Davody, Thomas Kleinbauer, Dietrich Klakow
Preventing Author Profiling through Zero-Shot Multilingual Back-Translation. CoRR (2021)
Ernie Chang, Xiaoyu Shen, Dawei Zhu, Vera Demberg, Hui Su
Neural Data-to-Text Generation with LM-based Text Augmentation. EACL (2021)
Aditya Mogadala, Xiaoyu Shen, Dietrich Klakow
Integrating Image Captioning with Rule-based Entity Masking. CoRR (2020)
Ernie Chang, David Ifeoluwa Adelani, Xiaoyu Shen, Vera Demberg
Unsupervised Pidgin Text Generation By Pivoting English Data and Self-Training. CoRR (2020)
Hui Su, Xiaoyu Shen, Xiao Zhou, Zheng Zhang, Ernie Chang, Cheng Zhang, Cheng Niu, Jie Zhou
MovieChats: Chat like Humans in a Closed Domain. EMNLP (1) (2020)
Ernie Chang, Jeriah Caplinger, Alex Marin, Xiaoyu Shen, Vera Demberg
DART: A Lightweight Quality-Suggestive Data-to-Text Annotation Tool. CoRR (2020)
Hui Su, Xiaoyu Shen, Sanqiang Zhao, Xiao Zhou, Pengwei Hu, Randy Zhong, Cheng Niu, Jie Zhou
Diversifying Dialogue Generation with Non-Conversational Text. CoRR (2020)
Ernie Chang, Jeriah Caplinger, Alex Marin, Xiaoyu Shen, Vera Demberg
DART: A Lightweight Quality-Suggestive Data-to-Text Annotation Tool. COLING (Demonstrations) (2020)
Xiaoyu Shen, Ernie Chang, Hui Su, Cheng Niu, Dietrich Klakow
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence. ACL (2020)
Hui Su, Xiaoyu Shen, Sanqiang Zhao, Xiao Zhou, Pengwei Hu, Randy Zhong, Cheng Niu, Jie Zhou
Diversifying Dialogue Generation with Non-Conversational Text. ACL (2020)
Xiaoyu Shen, Ernie Chang, Hui Su, Jie Zhou, Dietrich Klakow
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence. CoRR (2020)
Hui Su, Xiaoyu Shen, Rongzhi Zhang, Fei Sun, Pengwei Hu, Cheng Niu, Jie Zhou
Improving Multi-turn Dialogue Modelling with Utterance ReWriter. ACL (1) (2019)
Xiaoyu Shen, Jun Suzuki, Kentaro Inui, Hui Su, Dietrich Klakow, Satoshi Sekine
Select and Attend: Towards Controllable Content Selection in Text Generation. CoRR (2019)
Xiaoyu Shen, Yang Zhao, Hui Su, Dietrich Klakow
Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator. EMNLP/IJCNLP (1) (2019)
Yang Zhao, Xiaoyu Shen, Wei Bi, Akiko Aizawa
Unsupervised Rewriter for Multi-Sentence Compression. ACL (1) (2019)
Xiaoyu Shen, Jun Suzuki, Kentaro Inui, Hui Su, Dietrich Klakow, Satoshi Sekine
Select and Attend: Towards Controllable Content Selection in Text Generation. EMNLP/IJCNLP (1) (2019)
Hui Su, Xiaoyu Shen, Rongzhi Zhang, Fei Sun, Pengwei Hu, Cheng Niu, Jie Zhou
Improving Multi-turn Dialogue Modelling with Utterance ReWriter. CoRR (2019)
Yang Zhao, Xiaoyu Shen, Hajime Senuma, Akiko Aizawa
A comprehensive study: Sentence compression with linguistic knowledge-enhanced gated neural network. Data Knowl. Eng. 117 (2018)
Hui Su, Xiaoyu Shen, Pengwei Hu, Wenjie Li, Yun Chen
Dialogue Generation With GAN. AAAI (2018)
Xiaoyu Shen, Hui Su
Towards Better Variational Encoder-Decoders in Seq2Seq Tasks. AAAI (2018)
Xiaoyu Shen, Hui Su, Shuzi Niu, Vera Demberg
Improving Variational Encoder-Decoders in Dialogue Generation. AAAI (2018)
Xiaoyu Shen, Hui Su, Wenjie Li, Dietrich Klakow
Nexus Network: Connecting the Preceding and the Following in Dialogue Generation. EMNLP (2018)
Hui Su, Xiaoyu Shen, Wenjie Li, Dietrich Klakow
NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation. CoRR (2018)
Michael Backes, Pascal Berrang, Mathias Humbert, Xiaoyu Shen, Verena Wolf
Simulating the Large-Scale Erosion of Genomic Privacy Over Time. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (5) (2018)
Xiaoyu Shen, Hui Su, Shuzi Niu, Vera Demberg
Improving Variational Encoder-Decoders in Dialogue Generation. CoRR (2018)
Yang Zhao, Hajime Senuma, Xiaoyu Shen, Akiko Aizawa
Gated Neural Network for Sentence Compression Using Linguistic Knowledge. NLDB (2017)
Xiaoyu Shen, Hui Su, Yanran Li, Wenjie Li, Shuzi Niu, Yang Zhao, Akiko Aizawa, Guoping Long
A Conditional Variational Framework for Dialog Generation. ACL (2) (2017)
Xiaoyu Shen, Hui Su, Shuzi Niu, Dietrich Klakow
Wake-Sleep Variational Autoencoders for Language Modeling. ICONIP (1) (2017)
Xiaoyu Shen, Youssef Oualil, Clayton Greenberg, Mittul Singh, Dietrich Klakow
Estimation of Gap Between Current Language Models and Human Performance. INTERSPEECH (2017)
Xiaoyu Shen, Hui Su, Yanran Li, Wenjie Li, Shuzi Niu, Yang Zhao, Akiko Aizawa, Guoping Long
A Conditional Variational Framework for Dialog Generation. CoRR (2017)
Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, Shuzi Niu
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset. CoRR (2017)
Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, Shuzi Niu
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset. IJCNLP(1) (2017)