Xiaoyu Shen

According to our database, Xiaoyu Shen authored at least 55 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Assessing "Implicit" Retrieval Robustness of Large Language Models.

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

CoRR, 2024

InternLM-Law: An Open Source Chinese Legal Large Language Model.

Zhiwei Fei, Songyang Zhang, Xiaoyu Shen, Dawei Zhu, Xiao Wang, Maosong Cao, Fengzhe Zhou, Yining Li, Wenwei Zhang, Dahua Lin, Kai Chen, Jidong Ge

CoRR, 2024

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

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

CoRR, 2024

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

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

CoRR, 2024

Unraveling the Mystery of Scaling Laws: Part I.

Hui Su, Zhi Tian, Xiaoyu Shen, Xunliang Cai

CoRR, 2024

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

David Ifeoluwa Adelani, Hannah Liu, Xiaoyu Shen, Nikita Vassilyev, Jesujoba O. Alabi, Yanke Mao, Haonan Gao, En-Shiun Annie Lee

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis.

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

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on Software Engineering Tasks.

Wentao Zou, Qi Li, Jidong Ge, Chuanyi Li, Xiaoyu Shen, Liguo Huang, Bin Luo

CoRR, 2023

LawBench: Benchmarking Legal Knowledge of Large Language Models.

Zhiwei Fei, Xiaoyu Shen, Dawei Zhu, Fengzhe Zhou, Zhuo Han, Songyang Zhang, Kai Chen, Zongwen Shen, Jidong Ge

CoRR, 2023

Weaker Than You Think: A Critical Look atWeakly Supervised Learning.

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

CoRR, 2023

xPQA: Cross-Lingual Product Question Answering across 12 Languages.

Xiaoyu Shen, Akari Asai, Bill Byrne, Adrià de Gispert

CoRR, 2023

Meta Self-Refinement for Robust Learning with Weak Supervision.

Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Neural Ranking with Weak Supervision for Open-Domain Question Answering : A Survey.

Xiaoyu Shen, Svitlana Vakulenko, Marco Del Tredici, Gianni Barlacchi, Bill Byrne, Adrià de Gispert

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

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

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

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

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

Xiaoyu Shen, Akari Asai, Bill Byrne, Adrià de Gispert

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2022

MDIA: A Benchmark for Multilingual Dialogue Generation in 46 Languages.

Qingyu Zhang, Xiaoyu Shen, Ernie Chang, Jidong Ge, Pengke Chen

CoRR, 2022

Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey.

Xiaoyu Shen, Svitlana Vakulenko, Marco Del Tredici, Gianni Barlacchi, Bill Byrne, Adrià de Gispert

CoRR, 2022

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

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

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

AST-Trans: Code Summarization with Efficient Tree-Structured Attention.

Ze Tang, Xiaoyu Shen, Chuanyi Li, Jidong Ge, Liguo Huang, Zheling Zhu, Bin Luo

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

FocusQA: Open-Domain Question Answering with a Context in Focus.

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining.

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

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

From Rewriting to Remembering: Common Ground for Conversational QA Models.

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

Proceedings of the 4th Workshop on NLP for Conversational AI, 2022

2021

Deep latent-variable models for neural text generation.

Xiaoyu Shen

PhD thesis, 2021

Learning Fine-Grained Fact-Article Correspondence in Legal Cases.

Jidong Ge, Yunyun Huang, Xiaoyu Shen, Chuanyi Li, Wei Hu

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Knowledge-enhanced Session-based Recommendation with Temporal Transformer.

Rongzhi Zhang, Yulong Gu, Xiaoyu Shen, Hui Su

CoRR, 2021

Dependency Learning for Legal Judgment Prediction with a Unified Text-to-Text Transformer.

Yunyun Huang, Xiaoyu Shen, Chuanyi Li, Jidong Ge, Bin Luo

CoRR, 2021

Learning Fine-grained Fact-Article Correspondence in Legal Cases.

Jidong Ge, Yunyun Huang, Xiaoyu Shen, Chuanyi Li, Wei Hu, Bin Luo

CoRR, 2021

AST-Transformer: Encoding Abstract Syntax Trees Efficiently for Code Summarization.

Ze Tang, Chuanyi Li, Jidong Ge, Xiaoyu Shen, Zheling Zhu, Bin Luo

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

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

Ernie Chang, Xiaoyu Shen, Alex Marin, Vera Demberg

Proceedings of the 14th International Conference on Natural Language Generation, 2021

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

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

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

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

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

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Question Rewriting for Open-Domain Conversational QA: Best Practices and Limitations.

Marco Del Tredici, Gianni Barlacchi, Xiaoyu Shen, Weiwei Cheng, Adrià de Gispert

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

On Training Instance Selection for Few-Shot Neural Text Generation.

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

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Integrating Image Captioning with Rule-based Entity Masking.

Aditya Mogadala, Xiaoyu Shen, Dietrich Klakow

CoRR, 2020

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

Xiaoyu Shen, Ernie Chang, Hui Su, Jie Zhou, Dietrich Klakow

CoRR, 2020

Unsupervised Pidgin Text Generation By Pivoting English Data and Self-Training.

Ernie Chang, David Ifeoluwa Adelani, Xiaoyu Shen, Vera Demberg

Proceedings of the 1st AfricaNLP Workshop Proceedings, 2020

MovieChats: Chat like Humans in a Closed Domain.

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

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

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

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

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Diversifying Dialogue Generation with Non-Conversational Text.

Hui Su, Xiaoyu Shen, Sanqiang Zhao, Xiao Zhou, Pengwei Hu, Randy Zhong, Cheng Niu, Jie Zhou

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

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

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

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

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

Xiaoyu Shen, Yang Zhao, Hui Su, Dietrich Klakow

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

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

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

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Unsupervised Rewriter for Multi-Sentence Compression.

Yang Zhao, Xiaoyu Shen, Wei Bi, Akiko Aizawa

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Improving Multi-turn Dialogue Modelling with Utterance ReWriter.

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

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Simulating the Large-Scale Erosion of Genomic Privacy Over Time.

Michael Backes, Pascal Berrang, Mathias Humbert, Xiaoyu Shen, Verena Wolf

IEEE ACM Trans. Comput. Biol. Bioinform., 2018

A comprehensive study: Sentence compression with linguistic knowledge-enhanced gated neural network.

Yang Zhao, Xiaoyu Shen, Hajime Senuma, Akiko Aizawa

Data Knowl. Eng., 2018

Nexus Network: Connecting the Preceding and the Following in Dialogue Generation.

Xiaoyu Shen, Hui Su, Wenjie Li, Dietrich Klakow

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Dialogue Generation With GAN.

Hui Su, Xiaoyu Shen, Pengwei Hu, Wenjie Li, Yun Chen

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Improving Variational Encoder-Decoders in Dialogue Generation.

Xiaoyu Shen, Hui Su, Shuzi Niu, Vera Demberg

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Towards Better Variational Encoder-Decoders in Seq2Seq Tasks.

Xiaoyu Shen, Hui Su

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Gated Neural Network for Sentence Compression Using Linguistic Knowledge.

Yang Zhao, Hajime Senuma, Xiaoyu Shen, Akiko Aizawa

Proceedings of the Natural Language Processing and Information Systems, 2017

Estimation of Gap Between Current Language Models and Human Performance.

Xiaoyu Shen, Youssef Oualil, Clayton Greenberg, Mittul Singh, Dietrich Klakow

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset.

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

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Wake-Sleep Variational Autoencoders for Language Modeling.

Xiaoyu Shen, Hui Su, Shuzi Niu, Dietrich Klakow

Proceedings of the Neural Information Processing - 24th International Conference, 2017

A Conditional Variational Framework for Dialog Generation.

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

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017