Xiaoyu Shen
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
67
Venues
21
Active years
2017–2026
Best venue rank
A*
Where they publish
Papers
67 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | From Static Inference to Dynamic Interaction: A Survey of Streaming Large Language Models. | Junlong Tong, Zilong Wang, YuJie Ren, Peiran Yin, Hao Wu, Wei Zhang, Xiaoyu Shen |
| 2026 | ACL | Natural-Language Policies to Executable Decisions: An Interpretable Large Language Model Framework. | Ziqiang Zhang, Jing Ma, Zilong Wang, Jiayuan Chen, Yi Qiao, Yu He, Wei Zhang, Dai Cheng, Xiaoyu Shen |
| 2025 | ACL | Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning. | Xinghao Chen, Zhijing Sun, Wenjin Guo, Miaoran Zhang, Yanjun Chen, Yirong Sun, Hui Su, Yijie Pan, Dietrich Klakow, Wenjie Li, Xiaoyu Shen |
| 2025 | ACL | Scaling Under-Resourced TTS: A Data-Optimized Framework with Advanced Acoustic Modeling for Thai. | Yizhong Geng, Jizhuo Xu, Zeyu Liang, Jinghan Yang, Xiaoyi Shi, Xiaoyu Shen |
| 2025 | ACL | HAF-RM: A Hybrid Alignment Framework for Reward Model Training. | Shujun Liu, Xiaoyu Shen, Yuhang Lai, Siyuan Wang, Shengbin Yue, Zengfeng Huang, Xuanjing Huang, Zhongyu Wei |
| 2025 | ACL | LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding. | Junlong Tong, Jinlan Fu, Zixuan Lin, Yingqi Fan, Anhao Zhao, Hui Su, Xiaoyu Shen |
| 2025 | COLING | InternLM-Law: An Open-Sourced Chinese Legal Large Language Model. | Zhiwei Fei, Songyang Zhang, Xiaoyu Shen, Dawei Zhu, Xiao Wang, Jidong Ge, Vincent Ng |
| 2025 | CVPR | Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices. | Junyan Lin, Haoran Chen, Yue Fan, Yingqi Fan, Xin Jin, Hui Su, Jinlan Fu, Xiaoyu Shen |
| 2025 | EMNLP | Multimodal Language Models See Better When They Look Shallower. | Haoran Chen, Junyan Lin, Xinghao Chen, Yue Fan, Jianfeng Dong, Xin Jin, Hui Su, Jinlan Fu, Xiaoyu Shen |
| 2025 | EMNLP | VisiPruner: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLMs. | Yingqi Fan, Anhao Zhao, Jinlan Fu, Junlong Tong, Hui Su, Yijie Pan, Wei Zhang, Xiaoyu Shen |
| 2025 | EMNLP | PricingLogic: Evaluating LLMs Reasoning on Complex Tourism Pricing Tasks. | Yunuo Liu, Dawei Zhu, Zena Al-Khalili, Dai Cheng, Yanjun Chen, Dietrich Klakow, Wei Zhang, Xiaoyu Shen |
| 2025 | EMNLP | MultiConIR: Towards Multi-Condition Information Retrieval. | Xuan Lu, Sifan Liu, Bochao Yin, Yongqi Li, Xinghao Chen, Hui Su, Yaohui Jin, Wenjun Zeng, Xiaoyu Shen |
| 2025 | EMNLP | Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant. | Lei Shen, Xiaoyu Shen |
| 2025 | ICCV | Context Guided Transformer Entropy Modeling for Video Compression. | Junlong Tong, Wei Zhang, Yaohui Jin, Xiaoyu Shen |
| 2025 | ICLR | CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs. | Jinlan Fu, Shenzhen Huangfu, Hao Fei, Xiaoyu Shen, Bryan Hooi, Xipeng Qiu, See-Kiong Ng |
| 2025 | ICLR | Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models. | Jianqun Zhou, Yuanlei Zheng, Wei Chen, Qianqian Zheng, Zeyuan Shang, Wei Zhang, Rui Meng, Xiaoyu Shen |
| 2025 | ICML | SkipGPT: Each Token is One of a Kind. | Anhao Zhao, Fanghua Ye, Yingqi Fan, Junlong Tong, Jing Xiong, Zhiwei Fei, Hui Su, Xiaoyu Shen |
| 2025 | IROS | MAER-Nav: Bidirectional Motion Learning Through Mirror-Augmented Experience Replay for Robot Navigation. | Shanze Wang, Mingao Tan, Zhibo Yang, Biao Huang, Xiaoyu Shen, Hailong Huang, Wei Zhang |
| 2025 | IROS | Enhancing Deep Reinforcement Learning-based Robot Navigation Generalization through Scenario Augmentation. | Shanze Wang, Mingao Tan, Zhibo Yang, Xianghui Wang, Xiaoyu Shen, Hailong Huang, Wei Zhang |
| 2025 | NAACL | Fine-Grained and Multi-Dimensional Metrics for Document-Level Machine Translation. | Yirong Sun, Dawei Zhu, Yanjun Chen, Erjia Xiao, Xinghao Chen, Xiaoyu Shen |
| 2025 | WWW | Large Language Models Empowered Personalized Web Agents. | Hongru Cai, Yongqi Li, Wenjie Wang, Fengbin Zhu, Xiaoyu Shen, Wenjie Li, Tat-Seng Chua |
| 2024 | ACL | 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 |
| 2024 | DASFAA | LawLLM: Intelligent Legal System with Legal Reasoning and Verifiable Retrieval. | Shengbin Yue, Shujun Liu, Yuxuan Zhou, Chenchen Shen, Siyuan Wang, Yao Xiao, Bingxuan Li, Yun Song, Xiaoyu Shen, Wei Chen, Xuanjing Huang, Zhongyu Wei |
| 2024 | EACL | 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 |
| 2024 | EMNLP | The Accuracy Paradox in RLHF: When Better Reward Models Don't Yield Better Language Models. | Yanjun Chen, Dawei Zhu, Yirong Sun, Xinghao Chen, Wei Zhang, Xiaoyu Shen |
| 2024 | EMNLP | LawBench: Benchmarking Legal Knowledge of Large Language Models. | Zhiwei Fei, Xiaoyu Shen, Dawei Zhu, Fengzhe Zhou, Zhuo Han, Alan Huang, Songyang Zhang, Kai Chen, Zhixin Yin, Zongwen Shen, Jidong Ge, Vincent Ng |
| 2024 | EMNLP | To Preserve or To Compress: An In-Depth Study of Connector Selection in Multimodal Large Language Models. | Junyan Lin, Haoran Chen, Dawei Zhu, Xiaoyu Shen |
| 2024 | EMNLP | Assessing "Implicit" Retrieval Robustness of Large Language Models. | Xiaoyu Shen, Rexhina Blloshmi, Dawei Zhu, Jiahuan Pei, Wei Zhang |
| 2024 | EMNLP | Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning. | Qingyu Yin, Xuzheng He, Chak Tou Leong, Fan Wang, Yanzhao Yan, Xiaoyu Shen, Qiang Zhang |
| 2024 | EMNLP | Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism. | Anhao Zhao, Fanghua Ye, Jinlan Fu, Xiaoyu Shen |
| 2024 | EMNLP | 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 |
| 2024 | ICML | StableMask: Refining Causal Masking in Decoder-only Transformer. | Qingyu Yin, Xuzheng He, Xiang Zhuang, Yu Zhao, Jianhua Yao, Xiaoyu Shen, Qiang Zhang |
| 2024 | IJCNN | Is Translation Helpful? An Exploration of Cross-Lingual Transfer in Low-Resource Dialog Generation. | Lei Shen, Shuai Yu, Xiaoyu Shen |
| 2024 | NAACL | A Preference-driven Paradigm for Enhanced Translation with Large Language Models. | Dawei Zhu, Sony Trenous, Xiaoyu Shen, Dietrich Klakow, Bill Byrne, Eva Hasler |
| 2023 | ACL | xPQA: Cross-Lingual Product Question Answering in 12 Languages. | Xiaoyu Shen, Akari Asai, Bill Byrne, Adri de Gispert |
| 2023 | ACL | Weaker Than You Think: A Critical Look at Weakly Supervised Learning. | Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow |
| 2023 | EACL | Neural Ranking with Weak Supervision for Open-Domain Question Answering : A Survey. | Xiaoyu Shen, Svitlana Vakulenko, Marco Del Tredici, Gianni Barlacchi, Bill Byrne, Adri de Gispert |
| 2023 | EACL | Meta Self-Refinement for Robust Learning with Weak Supervision. | Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow |
| 2022 | ACL | RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining. | Hui Su, Weiwei Shi, Xiaoyu Shen, Xiao Zhou, Tuo Ji, Jiarui Fang, Jie Zhou |
| 2022 | EMNLP | 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, Adri de Gispert |
| 2022 | EMNLP | Logical Fallacy Detection. | Zhijing Jin, Abhinav Lalwani, Tejas Vaidhya, Xiaoyu Shen, Yiwen Ding, Zhiheng Lyu, Mrinmaya Sachan, Rada Mihalcea, Bernhard Schlkopf |
| 2022 | ICSE | AST-Trans: Code Summarization with Efficient Tree-Structured Attention. | Ze Tang, Xiaoyu Shen, Chuanyi Li, Jidong Ge, Liguo Huang, Zheling Zhu, Bin Luo |
| 2022 | NAACL | 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 |
| 2021 | ACL | On Training Instance Selection for Few-Shot Neural Text Generation. | Ernie Chang, Xiaoyu Shen, Hui-Syuan Yeh, Vera Demberg |
| 2021 | CIKM | Question Rewriting for Open-Domain Conversational QA: Best Practices and Limitations. | Marco Del Tredici, Gianni Barlacchi, Xiaoyu Shen, Weiwei Cheng, Adri de Gispert |
| 2021 | EACL | Neural Data-to-Text Generation with LM-based Text Augmentation. | Ernie Chang, Xiaoyu Shen, Dawei Zhu, Vera Demberg, Hui Su |
| 2021 | EMNLP | Preventing Author Profiling through Zero-Shot Multilingual Back-Translation. | David Ifeoluwa Adelani, Miaoran Zhang, Xiaoyu Shen, Ali Davody, Thomas Kleinbauer, Dietrich Klakow |
| 2021 | INLG | The SelectGen Challenge: Finding the Best Training Samples for Few-Shot Neural Text Generation. | Ernie Chang, Xiaoyu Shen, Alex Marin, Vera Demberg |
| 2020 | ACL | Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence. | Xiaoyu Shen, Ernie Chang, Hui Su, Cheng Niu, Dietrich Klakow |
| 2020 | ACL | Diversifying Dialogue Generation with Non-Conversational Text. | Hui Su, Xiaoyu Shen, Sanqiang Zhao, Xiao Zhou, Pengwei Hu, Randy Zhong, Cheng Niu, Jie Zhou |
| 2020 | COLING | DART: A Lightweight Quality-Suggestive Data-to-Text Annotation Tool. | Ernie Chang, Jeriah Caplinger, Alex Marin, Xiaoyu Shen, Vera Demberg |
| 2020 | COLING | Data Augmentation for Multiclass Utterance Classification - A Systematic Study. | Binxia Xu, Siyuan Qiu, Jie Zhang, Yafang Wang, Xiaoyu Shen, Gerard de Melo |
| 2020 | EMNLP | MovieChats: Chat like Humans in a Closed Domain. | Hui Su, Xiaoyu Shen, Xiao Zhou, Zheng Zhang, Ernie Chang, Cheng Zhang, Cheng Niu, Jie Zhou |
| 2020 | WWW | EasyAug: An Automatic Textual Data Augmentation Platform for Classification Tasks. | Siyuan Qiu, Binxia Xu, Jie Zhang, Yafang Wang, Xiaoyu Shen, Gerard de Melo, Chong Long, Xiaolong Li |
| 2019 | ACL | Improving Multi-turn Dialogue Modelling with Utterance ReWriter. | Hui Su, Xiaoyu Shen, Rongzhi Zhang, Fei Sun, Pengwei Hu, Cheng Niu, Jie Zhou |
| 2019 | ACL | Unsupervised Rewriter for Multi-Sentence Compression. | Yang Zhao, Xiaoyu Shen, Wei Bi, Akiko Aizawa |
| 2019 | EMNLP | Select and Attend: Towards Controllable Content Selection in Text Generation. | Xiaoyu Shen, Jun Suzuki, Kentaro Inui, Hui Su, Dietrich Klakow, Satoshi Sekine |
| 2019 | EMNLP | Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator. | Xiaoyu Shen, Yang Zhao, Hui Su, Dietrich Klakow |
| 2018 | AAAI | Towards Better Variational Encoder-Decoders in Seq2Seq Tasks. | Xiaoyu Shen, Hui Su |
| 2018 | AAAI | Improving Variational Encoder-Decoders in Dialogue Generation. | Xiaoyu Shen, Hui Su, Shuzi Niu, Vera Demberg |
| 2018 | AAAI | Dialogue Generation With GAN. | Hui Su, Xiaoyu Shen, Pengwei Hu, Wenjie Li, Yun Chen |
| 2018 | EMNLP | Nexus Network: Connecting the Preceding and the Following in Dialogue Generation. | Xiaoyu Shen, Hui Su, Wenjie Li, Dietrich Klakow |
| 2017 | ACL | A Conditional Variational Framework for Dialog Generation. | Xiaoyu Shen, Hui Su, Yanran Li, Wenjie Li, Shuzi Niu, Yang Zhao, Akiko Aizawa, Guoping Long |
| 2017 | ICONIP | Wake-Sleep Variational Autoencoders for Language Modeling. | Xiaoyu Shen, Hui Su, Shuzi Niu, Dietrich Klakow |
| 2017 | IJCNLP | DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset. | Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, Shuzi Niu |
| 2017 | Interspeech | Estimation of Gap Between Current Language Models and Human Performance. | Xiaoyu Shen, Youssef Oualil, Clayton Greenberg, Mittul Singh, Dietrich Klakow |
| 2017 | NLDB | Gated Neural Network for Sentence Compression Using Linguistic Knowledge. | Yang Zhao, Hajime Senuma, Xiaoyu Shen, Akiko Aizawa |