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ORCIDXiaoyu Shen 0001
Person information
- affiliation: Max Planck Institute for Informatics (MPII), Saarbrücken, Germany
- affiliation: Saarland University, Spoken Language Systems, Saarbrücken, Germany
Other persons with the same name
- Xiaoyu Shen — disambiguation page
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2020 – today
- 2024
[c27]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: 226-245- [i25]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 abs/2402.12976 (2024) - [i24]Hui Su, Zhi Tian, Xiaoyu Shen, Xunliang Cai:
Unraveling the Mystery of Scaling Laws: Part I. CoRR abs/2403.06563 (2024) - [i23]Dawei Zhu, Sony Trenous, Xiaoyu Shen, Dietrich Klakow, Bill Byrne, Eva Hasler:
A Preference-driven Paradigm for Enhanced Translation with Large Language Models. CoRR abs/2404.11288 (2024) - [i22]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 abs/2404.14122 (2024) - 2023
- [c26]Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow:
Weaker Than You Think: A Critical Look at Weakly Supervised Learning. ACL (1) 2023: 14229-14253 - [c25]Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow:
Meta Self-Refinement for Robust Learning with Weak Supervision. EACL 2023: 1043-1058 - [i21]Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow:
Weaker Than You Think: A Critical Look atWeakly Supervised Learning. CoRR abs/2305.17442 (2023) - [i20]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 abs/2309.07445 (2023) - [i19]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 abs/2309.16289 (2023) - 2022
- [c24]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: 921-931 - [c23]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 K. Sibanda, Andiswa Bukula, Sam Manthalu:
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation. NAACL-HLT 2022: 3053-3070 - [i18]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 K. Sibanda, Andiswa Bukula, Sam Manthalu:
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation. CoRR abs/2205.02022 (2022) - [i17]Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow:
Meta Self-Refinement for Robust Learning with Weak Supervision. CoRR abs/2205.07290 (2022) - [i16]Qingyu Zhang, Xiaoyu Shen, Ernie Chang, Jidong Ge, Pengke Chen:
MDIA: A Benchmark for Multilingual Dialogue Generation in 46 Languages. CoRR abs/2208.13078 (2022) - 2021
- [b1]Xiaoyu Shen:
Deep latent-variable models for neural text generation. Saarland University, Saarbrücken, Germany, 2021 - [c22]Ernie Chang, Xiaoyu Shen, Hui-Syuan Yeh, Vera Demberg:
On Training Instance Selection for Few-Shot Neural Text Generation. ACL/IJCNLP (2) 2021: 8-13 - [c21]Ernie Chang, Xiaoyu Shen, Dawei Zhu, Vera Demberg, Hui Su:
Neural Data-to-Text Generation with LM-based Text Augmentation. EACL 2021: 758-768 - [c20]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: 8687-8695 - [c19]Ernie Chang, Xiaoyu Shen, Alex Marin, Vera Demberg:
The SelectGen Challenge: Finding the Best Training Samples for Few-Shot Neural Text Generation. INLG 2021: 325-330 - [i15]Ernie Chang, Xiaoyu Shen, Dawei Zhu, Vera Demberg, Hui Su:
Neural Data-to-Text Generation with LM-based Text Augmentation. CoRR abs/2102.03556 (2021) - [i14]Ernie Chang, Xiaoyu Shen, Hui-Syuan Yeh, Vera Demberg:
On Training Instance Selection for Few-Shot Neural Text Generation. CoRR abs/2107.03176 (2021) - [i13]Ernie Chang, Xiaoyu Shen, Alex Marin, Vera Demberg:
The SelectGen Challenge: Finding the Best Training Samples for Few-Shot Neural Text Generation. CoRR abs/2108.06614 (2021) - [i12]David Ifeoluwa Adelani, Miaoran Zhang, Xiaoyu Shen, Ali Davody, Thomas Kleinbauer, Dietrich Klakow:
Preventing Author Profiling through Zero-Shot Multilingual Back-Translation. CoRR abs/2109.09133 (2021) - [i11]Rongzhi Zhang, Yulong Gu, Xiaoyu Shen, Hui Su:
Knowledge-enhanced Session-based Recommendation with Temporal Transformer. CoRR abs/2112.08745 (2021) - 2020
- [c18]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: 7087-7097 - [c17]Xiaoyu Shen, Ernie Chang, Hui Su, Cheng Niu, Dietrich Klakow:
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence. ACL 2020: 7155-7165 - [c16]Ernie Chang, Jeriah Caplinger, Alex Marin, Xiaoyu Shen, Vera Demberg:
DART: A Lightweight Quality-Suggestive Data-to-Text Annotation Tool. COLING (Demonstrations) 2020: 12-17 - [c15]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: 6605-6619 - [c14]Ernie Chang, David Ifeoluwa Adelani, Xiaoyu Shen, Vera Demberg:
Unsupervised Pidgin Text Generation By Pivoting English Data and Self-Training. AfricaNLP 2020 - [i10]Xiaoyu Shen, Ernie Chang, Hui Su, Jie Zhou, Dietrich Klakow:
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence. CoRR abs/2005.01096 (2020) - [i9]Hui Su, Xiaoyu Shen, Sanqiang Zhao, Xiao Zhou, Pengwei Hu, Randy Zhong, Cheng Niu, Jie Zhou:
Diversifying Dialogue Generation with Non-Conversational Text. CoRR abs/2005.04346 (2020) - [i8]Aditya Mogadala, Xiaoyu Shen, Dietrich Klakow:
Integrating Image Captioning with Rule-based Entity Masking. CoRR abs/2007.11690 (2020) - [i7]Ernie Chang, Jeriah Caplinger, Alex Marin, Xiaoyu Shen, Vera Demberg:
DART: A Lightweight Quality-Suggestive Data-to-Text Annotation Tool. CoRR abs/2010.04141 (2020)
2010 – 2019
- 2019
- [c13]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: 22-31 - [c12]Yang Zhao, Xiaoyu Shen, Wei Bi, Akiko Aizawa:
Unsupervised Rewriter for Multi-Sentence Compression. ACL (1) 2019: 2235-2240 - [c11]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: 579-590 - [c10]Xiaoyu Shen, Yang Zhao, Hui Su, Dietrich Klakow:
Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator. EMNLP/IJCNLP (1) 2019: 3760-3771 - [i6]Hui Su, Xiaoyu Shen, Rongzhi Zhang, Fei Sun, Pengwei Hu, Cheng Niu, Jie Zhou:
Improving Multi-turn Dialogue Modelling with Utterance ReWriter. CoRR abs/1906.07004 (2019) - [i5]Xiaoyu Shen, Jun Suzuki, Kentaro Inui, Hui Su, Dietrich Klakow, Satoshi Sekine:
Select and Attend: Towards Controllable Content Selection in Text Generation. CoRR abs/1909.04453 (2019) - 2018
- [j2]Yang Zhao, Xiaoyu Shen, Hajime Senuma, Akiko Aizawa:
A comprehensive study: Sentence compression with linguistic knowledge-enhanced gated neural network. Data Knowl. Eng. 117: 307-318 (2018) - [j1]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): 1405-1412 (2018) - [c9]Xiaoyu Shen, Hui Su, Shuzi Niu, Vera Demberg:
Improving Variational Encoder-Decoders in Dialogue Generation. AAAI 2018: 5456-5463 - [c8]Xiaoyu Shen, Hui Su:
Towards Better Variational Encoder-Decoders in Seq2Seq Tasks. AAAI 2018: 8155-8156 - [c7]Hui Su, Xiaoyu Shen, Pengwei Hu, Wenjie Li, Yun Chen:
Dialogue Generation With GAN. AAAI 2018: 8163-8164 - [c6]Xiaoyu Shen, Hui Su, Wenjie Li, Dietrich Klakow:
Nexus Network: Connecting the Preceding and the Following in Dialogue Generation. EMNLP 2018: 4316-4327 - [i4]Xiaoyu Shen, Hui Su, Shuzi Niu, Vera Demberg:
Improving Variational Encoder-Decoders in Dialogue Generation. CoRR abs/1802.02032 (2018) - [i3]Hui Su, Xiaoyu Shen, Wenjie Li, Dietrich Klakow:
NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation. CoRR abs/1810.00671 (2018) - 2017
- [c5]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: 504-509 - [c4]Xiaoyu Shen, Hui Su, Shuzi Niu, Dietrich Klakow:
Wake-Sleep Variational Autoencoders for Language Modeling. ICONIP (1) 2017: 405-414 - [c3]Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, Shuzi Niu:
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset. IJCNLP(1) 2017: 986-995 - [c2]Xiaoyu Shen, Youssef Oualil, Clayton Greenberg, Mittul Singh, Dietrich Klakow:
Estimation of Gap Between Current Language Models and Human Performance. INTERSPEECH 2017: 553-557 - [c1]Yang Zhao, Hajime Senuma, Xiaoyu Shen, Akiko Aizawa:
Gated Neural Network for Sentence Compression Using Linguistic Knowledge. NLDB 2017: 480-491 - [i2]Xiaoyu Shen, Hui Su, Yanran Li, Wenjie Li, Shuzi Niu, Yang Zhao, Akiko Aizawa, Guoping Long:
A Conditional Variational Framework for Dialog Generation. CoRR abs/1705.00316 (2017) - [i1]Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, Shuzi Niu:
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset. CoRR abs/1710.03957 (2017)
Coauthor Index
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last updated on 2024-05-27 23:38 CEST by the dblp team
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