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ORCIDXiaoyu Shen 0001
Person information
- affiliation: Eastern Institute of Technology, Ningbo
- affiliation (former): Max Planck Institute for Informatics (MPII), Saarbrücken, Germany
- affiliation (former): Saarland University, Spoken Language Systems, Saarbrücken, Germany
Other persons with the same name
- Xiaoyu Shen (aka: Xiao-Yu Shen) — disambiguation page
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Books and Theses
- 2021
[b1]Xiaoyu Shen:
Deep latent-variable models for neural text generation. Saarland University, Saarbrücken, Germany, 2021
Journal Articles
- 2025
- [j4]Wei Zhang
, Shanze Wang, Mingao Tan, Zhibo Yang, Xianghui Wang, Xiaoyu Shen:
DRL-DCLP: A Deep Reinforcement Learning-Based Dimension-Configurable Local Planner for Robot Navigation. IEEE Robotics Autom. Lett. 10(4): 3636-3643 (2025) - 2021
- [j3]Jidong Ge, Yunyun Huang, Xiaoyu Shen, Chuanyi Li, Wei Hu:
Learning Fine-Grained Fact-Article Correspondence in Legal Cases. IEEE ACM Trans. Audio Speech Lang. Process. 29: 3694-3706 (2021) - 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)
Conference and Workshop Papers
- 2025
- [c46]Zhiwei Fei, Songyang Zhang, Xiaoyu Shen, Dawei Zhu, Xiao Wang, Jidong Ge, Vincent Ng:
InternLM-Law: An Open-Sourced Chinese Legal Large Language Model. COLING 2025: 9376-9392 - [c45]Jianqun Zhou, Yuanlei Zheng, Wei Chen, Qianqian Zheng, Zeyuan Shang, Wei Zhang, Rui Meng, Xiaoyu Shen:
Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models. ICLR 2025 - [c44]Yirong Sun, Dawei Zhu, Yanjun Chen, Erjia Xiao, Xinghao Chen, Xiaoyu Shen:
Fine-Grained and Multi-Dimensional Metrics for Document-Level Machine Translation. NAACL (Volume 4: Student Research Workshop) 2025: 1-17 - [c43]Hongru Cai, Yongqi Li, Wenjie Wang, Fengbin Zhu, Xiaoyu Shen, Wenjie Li, Tat-Seng Chua:
Large Language Models Empowered Personalized Web Agents. WWW 2025: 198-215 - 2024
- [c42]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: 7342-7371 - [c41]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 - [c40]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? EMNLP 2024: 388-409 - [c39]Yanjun Chen, Dawei Zhu, Yirong Sun, Xinghao Chen, Wei Zhang, Xiaoyu Shen:
The Accuracy Paradox in RLHF: When Better Reward Models Don't Yield Better Language Models. EMNLP 2024: 2980-2989 - [c38]Junyan Lin, Haoran Chen, Dawei Zhu, Xiaoyu Shen:
To Preserve or To Compress: An In-Depth Study of Connector Selection in Multimodal Large Language Models. EMNLP 2024: 5666-5680 - [c37]Zhiwei Fei, Xiaoyu Shen, Dawei Zhu, Fengzhe Zhou, Zhuo Han, Alan Huang, Songyang Zhang, Kai Chen, Zhixin Yin, Zongwen Shen, Jidong Ge, Vincent Ng:
LawBench: Benchmarking Legal Knowledge of Large Language Models. EMNLP 2024: 7933-7962 - [c36]Xiaoyu Shen, Rexhina Blloshmi, Dawei Zhu, Jiahuan Pei, Wei Zhang:
Assessing "Implicit" Retrieval Robustness of Large Language Models. EMNLP 2024: 8988-9003 - [c35]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: 3385-3403 - [c34]Wei Zhang, Shanze Wang, Junjie Tong, Fang Liao, Yunfeng Zhang, Xiaoyu Shen:
DDCNN: A Promising Tool for Simulation-to-reality UAV Fault Diagnosis. CIS-RAM 2024: 111-117 - 2023
- [c33]Xiaoyu Shen, Akari Asai, Bill Byrne, Adrià de Gispert:
xPQA: Cross-Lingual Product Question Answering in 12 Languages. ACL (industry) 2023: 103-115 - [c32]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 - [c31]Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow:
Meta Self-Refinement for Robust Learning with Weak Supervision. EACL 2023: 1043-1058 - [c30]Xiaoyu Shen, Svitlana Vakulenko, Marco Del Tredici, Gianni Barlacchi, Bill Byrne, Adrià de Gispert:
Neural Ranking with Weak Supervision for Open-Domain Question Answering : A Survey. EACL (Findings) 2023: 1691-1705 - 2022
- [c29]Hui Su, Weiwei Shi, Xiaoyu Shen, Xiao Zhou, Tuo Ji, Jiarui Fang, Jie Zhou:
RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining. ACL (1) 2022: 921-931 - [c28]Marco Del Tredici, Xiaoyu Shen, Gianni Barlacchi, Bill Byrne, Adrià de Gispert:
From Rewriting to Remembering: Common Ground for Conversational QA Models. ConvAI@ACL 2022: 70-76 - [c27]Gianni Barlacchi, Ivano Lauriola, Alessandro Moschitti, Marco Del Tredici, Xiaoyu Shen, Thuy Vu, Bill Byrne, Adrià de Gispert:
FocusQA: Open-Domain Question Answering with a Context in Focus. EMNLP (Findings) 2022: 5195-5208 - [c26]Ze Tang, Xiaoyu Shen, Chuanyi Li, Jidong Ge, Liguo Huang, Zheling Zhu, Bin Luo:
AST-Trans: Code Summarization with Efficient Tree-Structured Attention. ICSE 2022: 150-162 - [c25]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 - 2021
- [c24]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 - [c23]Marco Del Tredici, Gianni Barlacchi, Xiaoyu Shen, Weiwei Cheng, Adrià de Gispert:
Question Rewriting for Open-Domain Conversational QA: Best Practices and Limitations. CIKM 2021: 2974-2978 - [c22]Ernie Chang, Xiaoyu Shen, Dawei Zhu, Vera Demberg, Hui Su:
Neural Data-to-Text Generation with LM-based Text Augmentation. EACL 2021: 758-768 - [c21]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 - [c20]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 - [c19]Ze Tang, Chuanyi Li, Jidong Ge, Xiaoyu Shen, Zheling Zhu, Bin Luo:
AST-Transformer: Encoding Abstract Syntax Trees Efficiently for Code Summarization. ASE 2021: 1193-1195 - 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 - 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 - 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 - 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
Informal and Other Publications
- 2025
- [i49]Xinghao Chen, Zhijing Sun, Wenjin Guo, Miaoran Zhang, Yanjun Chen, Yirong Sun, Hui Su, Yijie Pan, Dietrich Klakow, Wenjie Li, Xiaoyu Shen:
Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning. CoRR abs/2502.18001 (2025) - [i48]Mingao Tan, Shanze Wang, Biao Huang, Zhibo Yang, Rongfei Chen, Xiaoyu Shen, Wei Zhang:
Beyond Visibility Limits: A DRL-Based Navigation Strategy for Unexpected Obstacles. CoRR abs/2503.01127 (2025) - [i47]Shanze Wang, Mingao Tan, Zhibo Yang, Xianghui Wang, Xiaoyu Shen, Hailong Huang, Wei Zhang:
Enhancing Deep Reinforcement Learning-based Robot Navigation Generalization through Scenario Augmentation. CoRR abs/2503.01146 (2025) - [i46]Junyan Lin, Haoran Chen, Yue Fan, Yingqi Fan, Xin Jin, Hui Su, Jinlan Fu, Xiaoyu Shen:
Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices. CoRR abs/2503.06063 (2025) - [i45]Yanjun Chen, Yirong Sun, Xinghao Chen, Jian Wang, Xiaoyu Shen, Wenjie Li, Wei Zhang:
Integrating Chain-of-Thought for Multimodal Alignment: A Study on 3D Vision-Language Learning. CoRR abs/2503.06232 (2025) - [i44]Xuan Lu, Sifan Liu, Bochao Yin, Yongqi Li, Xinghao Chen, Hui Su, Yaohui Jin, Wenjun Zeng, Xiaoyu Shen:
MultiConIR: Towards multi-condition Information Retrieval. CoRR abs/2503.08046 (2025) - [i43]Shanze Wang, Mingao Tan, Zhibo Yang, Biao Huang, Xiaoyu Shen, Hailong Huang, Wei Zhang:
MAER-Nav: Bidirectional Motion Learning Through Mirror-Augmented Experience Replay for Robot Navigation. CoRR abs/2503.23908 (2025) - [i42]Haoran Chen, Junyan Lin, Xinhao Chen, Yue Fan, Xin Jin, Hui Su, Jianfeng Dong, Jinlan Fu, Xiaoyu Shen:
Rethinking Visual Layer Selection in Multimodal LLMs. CoRR abs/2504.21447 (2025) - 2024
- [i41]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) - [i40]Hui Su, Zhi Tian, Xiaoyu Shen, Xunliang Cai:
Unraveling the Mystery of Scaling Laws: Part I. CoRR abs/2403.06563 (2024) - [i39]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) - [i38]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) - [i37]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 abs/2406.14887 (2024) - [i36]Xiaoyu Shen, Rexhina Blloshmi, Dawei Zhu, Jiahuan Pei, Wei Zhang:
Assessing "Implicit" Retrieval Robustness of Large Language Models. CoRR abs/2406.18134 (2024) - [i35]Andreas Stephan, Dawei Zhu, Matthias Aßenmacher, Xiaoyu Shen, Benjamin Roth:
From Calculation to Adjudication: Examining LLM judges on Mathematical Reasoning Tasks. CoRR abs/2409.04168 (2024) - [i34]Xinming Zhang, Xianghui Wang, Lerong Zhang, Guodong Guo, Xiaoyu Shen, Wei Zhang:
Achieving Stable High-Speed Locomotion for Humanoid Robots with Deep Reinforcement Learning. CoRR abs/2409.16611 (2024) - [i33]Yanjun Chen, Dawei Zhu, Yirong Sun, Xinghao Chen, Wei Zhang, Xiaoyu Shen:
The Accuracy Paradox in RLHF: When Better Reward Models Don't Yield Better Language Models. CoRR abs/2410.06554 (2024) - [i32]Yanjun Chen, Xinming Zhang, Xianghui Wang, Zhiqiang Xu, Xiaoyu Shen, Wei Zhang:
Corrected Soft Actor Critic for Continuous Control. CoRR abs/2410.16739 (2024) - [i31]Hongru Cai, Yongqi Li, Wenjie Wang, Fengbin Zhu, Xiaoyu Shen, Wenjie Li, Tat-Seng Chua:
Large Language Models Empowered Personalized Web Agents. CoRR abs/2410.17236 (2024) - [i30]Yirong Sun, Dawei Zhu, Yanjun Chen, Erjia Xiao, Xinghao Chen, Xiaoyu Shen:
Instruction-Tuned LLMs Succeed in Document-Level MT Without Fine-Tuning - But BLEU Turns a Blind Eye. CoRR abs/2410.20941 (2024) - [i29]Jianqun Zhou, Yuanlei Zheng, Wei Chen, Qianqian Zheng, Zeyuan Shang, Wei Zhang, Rui Meng, Xiaoyu Shen:
Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models. CoRR abs/2410.23841 (2024) - 2023
- [i28]Xiaoyu Shen, Akari Asai, Bill Byrne, Adrià de Gispert:
xPQA: Cross-Lingual Product Question Answering across 12 Languages. CoRR abs/2305.09249 (2023) - [i27]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) - [i26]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) - [i25]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) - [i24]Wentao Zou, Qi Li, Jidong Ge, Chuanyi Li, Xiaoyu Shen, Liguo Huang, Bin Luo:
A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on Software Engineering Tasks. CoRR abs/2312.15614 (2023) - 2022
- [i23]Marco Del Tredici, Xiaoyu Shen, Gianni Barlacchi, Bill Byrne, Adrià de Gispert:
From Rewriting to Remembering: Common Ground for Conversational QA Models. CoRR abs/2204.03930 (2022) - [i22]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) - [i21]Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow:
Meta Self-Refinement for Robust Learning with Weak Supervision. CoRR abs/2205.07290 (2022) - [i20]Xiaoyu Shen, Svitlana Vakulenko, Marco Del Tredici, Gianni Barlacchi, Bill Byrne, Adrià de Gispert:
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey. CoRR abs/2208.03197 (2022) - [i19]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
- [i18]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) - [i17]Jidong Ge, Yunyun Huang, Xiaoyu Shen, Chuanyi Li, Wei Hu, Bin Luo:
Learning Fine-grained Fact-Article Correspondence in Legal Cases. CoRR abs/2104.10726 (2021) - [i16]Ernie Chang, Xiaoyu Shen, Hui-Syuan Yeh, Vera Demberg:
On Training Instance Selection for Few-Shot Neural Text Generation. CoRR abs/2107.03176 (2021) - [i15]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) - [i14]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) - [i13]Ze Tang, Chuanyi Li, Jidong Ge, Xiaoyu Shen, Zheling Zhu, Bin Luo:
AST-Transformer: Encoding Abstract Syntax Trees Efficiently for Code Summarization. CoRR abs/2112.01184 (2021) - [i12]Yunyun Huang, Xiaoyu Shen, Chuanyi Li, Jidong Ge, Bin Luo:
Dependency Learning for Legal Judgment Prediction with a Unified Text-to-Text Transformer. CoRR abs/2112.06370 (2021) - [i11]Rongzhi Zhang, Yulong Gu, Xiaoyu Shen, Hui Su:
Knowledge-enhanced Session-based Recommendation with Temporal Transformer. CoRR abs/2112.08745 (2021) - 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) - 2019
- [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
- [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
- [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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