Xiaoyu Shen

145 papers A* 21A 6B 2C 1Journal 85Unranked 29
YearRankTypeTitle / Venue / Authors
2026 J jnl
AutoDataset: A Lightweight System for Continuous Dataset Discovery and Search.
CoRR
Junzhe Yang, Xinghao Chen, Yunuo Liu, Zhijing Sun, Wenjin Guo, Xiaoyu Shen
2026 J jnl
Beyond Global Similarity: Towards Fine-Grained, Multi-Condition Multimodal Retrieval.
CoRR
Xuan Lu, Kangle Li, Haohang Huang, Rui Meng, Wenjun Zeng, Xiaoyu Shen
2026 J jnl
Contextual Counterfactual Credit Assignment for Multi-Agent Reinforcement Learning in LLM Collaboration.
CoRR
Yanjun Chen, Yirong Sun, Hanlin Wang, Xinming Zhang, Xiaoyu Shen, Wenjie Li, Wei Zhang
2026 J jnl
From LLMs to LRMs: Rethinking Pruning for Reasoning-Centric Models.
CoRR
Longwei Ding, Anhao Zhao, Fanghua Ye, Ziyang Chen, Xiaoyu Shen
2026 J jnl
From Static Inference to Dynamic Interaction: A Survey of Streaming Large Language Models.
CoRR
Junlong Tong, Zilong Wang, Yujie Ren, Peiran Yin, Hao Wu, Wei Zhang, Xiaoyu Shen
2026 J jnl
HiDrop: Hierarchical Vision Token Reduction in MLLMs via Late Injection, Concave Pyramid Pruning, and Early Exit.
CoRR
Hao Wu, Yingqi Fan, Jinyang Dai, Junlong Tong, Yunpu Ma, Xiaoyu Shen
2026 J jnl
On-Policy Supervised Fine-Tuning for Efficient Reasoning.
CoRR
Anhao Zhao, Ziyang Chen, Junlong Tong, Yingqi Fan, Fanghua Ye, Shuhao Li, Yunpu Ma, Wenjie Li, Xiaoyu Shen
2026 J jnl
Rethinking the Role of LLMs in Time Series Forecasting.
CoRR
Xin Qiu, Junlong Tong, Yirong Sun, Yunpu Ma, Wei Zhang, Xiaoyu Shen
2026 J jnl
SonicBench: Dissecting the Physical Perception Bottleneck in Large Audio Language Models.
CoRR
Yirong Sun, Yanjun Chen, Xin Qiu, Gang Zhang, Hongyu Chen, Daokuan Wu, Chengming Li, Min Yang, Dawei Zhu, Wei Zhang, Xiaoyu Shen
2026 J jnl
Speak While Watching: Unleashing TRUE Real-Time Video Understanding Capability of Multimodal Large Language Models.
CoRR
Junyan Lin, Junlong Tong, Hao Wu, Jialiang Zhang, Jinming Liu, Xin Jin, Xiaoyu Shen
2026 J jnl
Think-as-You-See: Streaming Chain-of-Thought Reasoning for Large Vision-Language Models.
CoRR
Jialiang Zhang, Junlong Tong, Junyan Lin, Hao Wu, Yirong Sun, Yunpu Ma, Xiaoyu Shen
2026 J jnl
UTPTrack: Towards Simple and Unified Token Pruning for Visual Tracking.
CoRR
Hao Wu, Xudong Wang, Jialiang Zhang, Junlong Tong, Xinghao Chen, Junyan Lin, Yunpu Ma, Xiaoyu Shen
2026 J jnl
ViCA: Efficient Multimodal LLMs with Vision-Only Cross-Attention.
CoRR
Wenjie Liu, Hao Wu, Xin Qiu, Yingqi Fan, Yihan Zhang, Anhao Zhao, Yunpu Ma, Xiaoyu Shen
2026 J jnl
What Do Visual Tokens Really Encode? Uncovering Sparsity and Redundancy in Multimodal Large Language Models.
CoRR
Yingqi Fan, Junlong Tong, Anhao Zhao, Xiaoyu Shen
2025 — conf
Achieving Stable High-Speed Locomotion for Humanoid Robots with Deep Reinforcement Learning.
ROBIO
Xinming Zhang, Xianghui Wang, Lerong Zhang, Guodong Guo, Xiaoyu Shen, Wei Zhang
2025 A* conf
Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models.
ICLR
Jianqun Zhou, Yuanlei Zheng, Wei Chen, Qianqian Zheng, Zeyuan Shang, Wei Zhang, Rui Meng, Xiaoyu Shen
2025 J jnl
Beyond Visibility Limits: A DRL-Based Navigation Strategy for Unexpected Obstacles.
CoRR
Mingao Tan, Shanze Wang, Biao Huang, Zhibo Yang, Rongfei Chen, Xiaoyu Shen, Wei Zhang
2025 A* conf
CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs.
ICLR
Jinlan Fu, Shenzhen Huangfu, Hao Fei, Xiaoyu Shen, Bryan Hooi, Xipeng Qiu, See-Kiong Ng
2025 J jnl
CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs.
CoRR
Jinlan Fu, Shenzhen Huangfu, Hao Fei, Xiaoyu Shen, Bryan Hooi, Xipeng Qiu, See-Kiong Ng
2025 J jnl
Canvas: Compositional Generation for Art Painting With Seamless Subject-Driven Infusion.
IEEE Trans. Circuits Syst. Video Technol.
Yunnan Wang, Ziqiang Li, Wenyao Zhang, Lexiang Lv, Zequn Zhang, Xiaoyu Shen, Xin Jin, Wenjun Zeng
2025 J jnl
Context Guided Transformer Entropy Modeling for Video Compression.
CoRR
Junlong Tong, Wei Zhang, Yaohui Jin, Xiaoyu Shen
2025 J jnl
DRL-DCLP: A Deep Reinforcement Learning-Based Dimension-Configurable Local Planner for Robot Navigation.
IEEE Robotics Autom. Lett.
Wei Zhang, Shanze Wang, Mingao Tan, Zhibo Yang, Xianghui Wang, Xiaoyu Shen
2025 J jnl
Empowering Global Voices: A Data-Efficient, Phoneme-Tone Adaptive Approach to High-Fidelity Speech Synthesis.
CoRR
Yizhong Geng, Jizhuo Xu, Zeyu Liang, Jinghan Yang, Xiaoyi Shi, Xiaoyu Shen
2025 A conf
Enhancing Deep Reinforcement Learning-based Robot Navigation Generalization through Scenario Augmentation.
IROS
Shanze Wang, Mingao Tan, Zhibo Yang, Xianghui Wang, Xiaoyu Shen, Hailong Huang, Wei Zhang
2025 J jnl
Enhancing Deep Reinforcement Learning-based Robot Navigation Generalization through Scenario Augmentation.
CoRR
Shanze Wang, Mingao Tan, Zhibo Yang, Xianghui Wang, Xiaoyu Shen, Hailong Huang, Wei Zhang
2025 J jnl
Experimental Evaluation of Parameter-Efficient Fine-Tuning for Software Engineering Tasks.
ACM Trans. Softw. Eng. Methodol.
Wentao Zou, Zongwen Shen, Qi Li, Jidong Ge, Chuanyi Li, Xiang Chen, Xiaoyu Shen, Liguo Huang, Bin Luo
2025 — conf
Fine-Grained and Multi-Dimensional Metrics for Document-Level Machine Translation.
NAACL (Student Research Workshop)
Yirong Sun, Dawei Zhu, Yanjun Chen, Erjia Xiao, Xinghao Chen, Xiaoyu Shen
2025 J jnl
Integrating Chain-of-Thought for Multimodal Alignment: A Study on 3D Vision-Language Learning.
CoRR
Yanjun Chen, Yirong Sun, Xinghao Chen, Jian Wang, Xiaoyu Shen, Wenjie Li, Wei Zhang
2025 B conf
InternLM-Law: An Open-Sourced Chinese Legal Large Language Model.
COLING
Zhiwei Fei, Songyang Zhang, Xiaoyu Shen, Dawei Zhu, Xiao Wang, Jidong Ge, Vincent Ng
2025 — conf
LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding.
ACL (Findings)
Junlong Tong, Jinlan Fu, Zixuan Lin, Yingqi Fan, Anhao Zhao, Hui Su, Xiaoyu Shen
2025 J jnl
LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding.
CoRR
Junlong Tong, Jinlan Fu, Zixuan Lin, Yingqi Fan, Anhao Zhao, Hui Su, Xiaoyu Shen
2025 J jnl
LLaSO: A Foundational Framework for Reproducible Research in Large Language and Speech Model.
CoRR
Yirong Sun, Yizhong Geng, Peidong Wei, Yanjun Chen, Jinghan Yang, Rongfei Chen, Wei Zhang, Xiaoyu Shen
2025 A* conf
Large Language Models Empowered Personalized Web Agents.
WWW
Hongru Cai, Yongqi Li, Wenjie Wang, Fengbin Zhu, Xiaoyu Shen, Wenjie Li, Tat-Seng Chua
2025 J jnl
MA-ROESL: Motion-aware Rapid Reward Optimization for Efficient Robot Skill Learning from Single Videos.
CoRR
Xianghui Wang, Xinming Zhang, Yanjun Chen, Xiaoyu Shen, Wei Zhang
2025 A conf
MAER-Nav: Bidirectional Motion Learning Through Mirror-Augmented Experience Replay for Robot Navigation.
IROS
Shanze Wang, Mingao Tan, Zhibo Yang, Biao Huang, Xiaoyu Shen, Hailong Huang, Wei Zhang
2025 J jnl
MAER-Nav: Bidirectional Motion Learning Through Mirror-Augmented Experience Replay for Robot Navigation.
CoRR
Shanze Wang, Mingao Tan, Zhibo Yang, Biao Huang, Xiaoyu Shen, Hailong Huang, Wei Zhang
2025 J jnl
MCM-DPO: Multifaceted Cross-Modal Direct Preference Optimization for Alt-text Generation.
CoRR
Jinlan Fu, Shenzhen Huangfu, Hao Fei, Yichong Huang, Xiaoyu Shen, Xipeng Qiu, See-Kiong Ng
2025 J jnl
Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices.
CoRR
Junyan Lin, Haoran Chen, Yue Fan, Yingqi Fan, Xin Jin, Hui Su, Jinlan Fu, Xiaoyu Shen
2025 — conf
MultiConIR: Towards Multi-Condition Information Retrieval.
EMNLP (Findings)
Xuan Lu, Sifan Liu, Bochao Yin, Yongqi Li, Xinghao Chen, Hui Su, Yaohui Jin, Wenjun Zeng, Xiaoyu Shen
2025 J jnl
MultiConIR: Towards multi-condition Information Retrieval.
CoRR
Xuan Lu, Sifan Liu, Bochao Yin, Yongqi Li, Xinghao Chen, Hui Su, Yaohui Jin, Wenjun Zeng, Xiaoyu Shen
2025 A* conf
Multimodal Language Models See Better When They Look Shallower.
EMNLP
Haoran Chen, Junyan Lin, Xinghao Chen, Yue Fan, Jianfeng Dong, Xin Jin, Hui Su, Jinlan Fu, Xiaoyu Shen
2025 A* conf
PricingLogic: Evaluating LLMs Reasoning on Complex Tourism Pricing Tasks.
EMNLP
Yunuo Liu, Dawei Zhu, Zena Al-Khalili, Dai Cheng, Yanjun Chen, Dietrich Klakow, Wei Zhang, Xiaoyu Shen
2025 J jnl
PricingLogic: Evaluating LLMs Reasoning on Complex Tourism Pricing Tasks.
CoRR
Yunuo Liu, Dawei Zhu, Zena Al-Khalili, Dai Cheng, Yanjun Chen, Dietrich Klakow, Wei Zhang, Xiaoyu Shen
2025 J jnl
Reasoning Beyond Language: A Comprehensive Survey on Latent Chain-of-Thought Reasoning.
CoRR
Xinghao Chen, Anhao Zhao, Heming Xia, Xuan Lu, Hanlin Wang, Yanjun Chen, Wei Zhang, Jian Wang, Wenjie Li, Xiaoyu Shen
2025 J jnl
Rethinking Reasoning in Document Ranking: Why Chain-of-Thought Falls Short.
CoRR
Xuan Lu, Haohang Huang, Rui Meng, Yaohui Jin, Wenjun Zeng, Xiaoyu Shen
2025 J jnl
Rethinking Visual Layer Selection in Multimodal LLMs.
CoRR
Haoran Chen, Junyan Lin, Xinhao Chen, Yue Fan, Xin Jin, Hui Su, Jianfeng Dong, Jinlan Fu, Xiaoyu Shen
2025 — conf
Scaling Under-Resourced TTS: A Data-Optimized Framework with Advanced Acoustic Modeling for Thai.
ACL (6)
Yizhong Geng, Jizhuo Xu, Zeyu Liang, Jinghan Yang, Xiaoyi Shi, Xiaoyu Shen
2025 J jnl
SkipGPT: Dynamic Layer Pruning Reinvented with Token Awareness and Module Decoupling.
CoRR
Anhao Zhao, Fanghua Ye, Yingqi Fan, Junlong Tong, Zhiwei Fei, Hui Su, Xiaoyu Shen
2025 A* conf
SkipGPT: Each Token is One of a Kind.
ICML
Anhao Zhao, Fanghua Ye, Yingqi Fan, Junlong Tong, Jing Xiong, Zhiwei Fei, Hui Su, Xiaoyu Shen
2025 J jnl
StreamingThinker: Large Language Models Can Think While Reading.
CoRR
Junlong Tong, Yingqi Fan, Anhao Zhao, Yunpu Ma, Xiaoyu Shen
2025 J jnl
The Few Govern the Many:Unveiling Few-Layer Dominance for Time Series Models.
CoRR
Xin Qiu, Junlong Tong, Yirong Sun, Yunpu Ma, Xiaoyu Shen
2025 J jnl
Tools are under-documented: Simple Document Expansion Boosts Tool Retrieval.
CoRR
Xuan Lu, Haohang Huang, Rui Meng, Yaohui Jin, Wenjun Zeng, Xiaoyu Shen
2025 — conf
Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning.
ACL (Findings)
Xinghao Chen, Zhijing Sun, Wenjin Guo, Miaoran Zhang, Yanjun Chen, Yirong Sun, Hui Su, Yijie Pan, Dietrich Klakow, Wenjie Li, Xiaoyu Shen
2025 J jnl
Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning.
CoRR
Xinghao Chen, Zhijing Sun, Wenjin Guo, Miaoran Zhang, Yanjun Chen, Yirong Sun, Hui Su, Yijie Pan, Dietrich Klakow, Wenjie Li, Xiaoyu Shen
2025 A* conf
VisiPruner: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLMs.
EMNLP
Yingqi Fan, Anhao Zhao, Jinlan Fu, Junlong Tong, Hui Su, Yijie Pan, Wei Zhang, Xiaoyu Shen
2025 J jnl
𝒱isi𝒫runer: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLMs.
CoRR
Yingqi Fan, Anhao Zhao, Jinlan Fu, Junlong Tong, Hui Su, Yijie Pan, Wei Zhang, Xiaoyu Shen
2024 — conf
A Preference-driven Paradigm for Enhanced Translation with Large Language Models.
NAACL-HLT
Dawei Zhu, Sony Trenous, Xiaoyu Shen, Dietrich Klakow, Bill Byrne, Eva Hasler
2024 J jnl
A Preference-driven Paradigm for Enhanced Translation with Large Language Models.
CoRR
Dawei Zhu, Sony Trenous, Xiaoyu Shen, Dietrich Klakow, Bill Byrne, Eva Hasler
2024 J jnl
Achieving Stable High-Speed Locomotion for Humanoid Robots with Deep Reinforcement Learning.
CoRR
Xinming Zhang, Xianghui Wang, Lerong Zhang, Guodong Guo, Xiaoyu Shen, Wei Zhang
2024 A* conf
Assessing "Implicit" Retrieval Robustness of Large Language Models.
EMNLP
Xiaoyu Shen, Rexhina Blloshmi, Dawei Zhu, Jiahuan Pei, Wei Zhang
2024 J jnl
Assessing "Implicit" Retrieval Robustness of Large Language Models.
CoRR
Xiaoyu Shen, Rexhina Blloshmi, Dawei Zhu, Jiahuan Pei, Wei Zhang
2024 J jnl
Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models.
CoRR
Jianqun Zhou, Yuanlei Zheng, Wei Chen, Qianqian Zheng, Zeyuan Shang, Wei Zhang, Rui Meng, Xiaoyu Shen
2024 J jnl
Corrected Soft Actor Critic for Continuous Control.
CoRR
Yanjun Chen, Xinming Zhang, Xianghui Wang, Zhiqiang Xu, Xiaoyu Shen, Wei Zhang
2024 — conf
DDCNN: A Promising Tool for Simulation-to-reality UAV Fault Diagnosis.
CIS-RAM
Wei Zhang, Shanze Wang, Junjie Tong, Fang Liao, Yunfeng Zhang, Xiaoyu Shen
2024 A* conf
Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice?
EMNLP
Dawei Zhu, Pinzhen Chen, Miaoran Zhang, Barry Haddow, Xiaoyu Shen, Dietrich Klakow
2024 J jnl
Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice?
CoRR
Dawei Zhu, Pinzhen Chen, Miaoran Zhang, Barry Haddow, Xiaoyu Shen, Dietrich Klakow
2024 J jnl
From Calculation to Adjudication: Examining LLM judges on Mathematical Reasoning Tasks.
CoRR
Andreas Stephan, Dawei Zhu, Matthias Aßenmacher, Xiaoyu Shen, Benjamin Roth
2024 J jnl
Instruction-Tuned LLMs Succeed in Document-Level MT Without Fine-Tuning - But BLEU Turns a Blind Eye.
CoRR
Yirong Sun, Dawei Zhu, Yanjun Chen, Erjia Xiao, Xinghao Chen, Xiaoyu Shen
2024 J jnl
InternLM-Law: An Open Source Chinese Legal Large Language Model.
CoRR
Zhiwei Fei, Songyang Zhang, Xiaoyu Shen, Dawei Zhu, Xiao Wang, Maosong Cao, Fengzhe Zhou, Yining Li, Wenwei Zhang, Dahua Lin, Kai Chen, Jidong Ge
2024 J jnl
Large Language Models Empowered Personalized Web Agents.
CoRR
Hongru Cai, Yongqi Li, Wenjie Wang, Fengbin Zhu, Xiaoyu Shen, Wenjie Li, Tat-Seng Chua
2024 A* conf
LawBench: Benchmarking Legal Knowledge of Large Language Models.
EMNLP
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 — conf
SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects.
EACL (1)
David Ifeoluwa Adelani, Hannah Liu, Xiaoyu Shen, Nikita Vassilyev, Jesujoba O. Alabi, Yanke Mao, Haonan Gao, En-Shiun Annie Lee
2024 A* conf
The Accuracy Paradox in RLHF: When Better Reward Models Don't Yield Better Language Models.
EMNLP
Yanjun Chen, Dawei Zhu, Yirong Sun, Xinghao Chen, Wei Zhang, Xiaoyu Shen
2024 J jnl
The Accuracy Paradox in RLHF: When Better Reward Models Don't Yield Better Language Models.
CoRR
Yanjun Chen, Dawei Zhu, Yirong Sun, Xinghao Chen, Wei Zhang, Xiaoyu Shen
2024 — conf
The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis.
ACL (Findings)
Miaoran Zhang, Vagrant Gautam, Mingyang Wang, Jesujoba Alabi, Xiaoyu Shen, Dietrich Klakow, Marius Mosbach
2024 J jnl
The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis.
CoRR
Miaoran Zhang, Vagrant Gautam, Mingyang Wang, Jesujoba O. Alabi, Xiaoyu Shen, Dietrich Klakow, Marius Mosbach
2024 A* conf
To Preserve or To Compress: An In-Depth Study of Connector Selection in Multimodal Large Language Models.
EMNLP
Junyan Lin, Haoran Chen, Dawei Zhu, Xiaoyu Shen
2024 J jnl
Unraveling the Mystery of Scaling Laws: Part I.
CoRR
Hui Su, Zhi Tian, Xiaoyu Shen, Xunliang Cai
2024 A* conf
Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism.
EMNLP
Anhao Zhao, Fanghua Ye, Jinlan Fu, Xiaoyu Shen
2024 J jnl
Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism.
CoRR
Anhao Zhao, Fanghua Ye, Jinlan Fu, Xiaoyu Shen
2023 J jnl
A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on Software Engineering Tasks.
CoRR
Wentao Zou, Qi Li, Jidong Ge, Chuanyi Li, Xiaoyu Shen, Liguo Huang, Bin Luo
2023 J jnl
LawBench: Benchmarking Legal Knowledge of Large Language Models.
CoRR
Zhiwei Fei, Xiaoyu Shen, Dawei Zhu, Fengzhe Zhou, Zhuo Han, Songyang Zhang, Kai Chen, Zongwen Shen, Jidong Ge
2023 A conf
Meta Self-Refinement for Robust Learning with Weak Supervision.
EACL
Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow
2023 — conf
Neural Ranking with Weak Supervision for Open-Domain Question Answering : A Survey.
EACL (Findings)
Xiaoyu Shen, Svitlana Vakulenko, Marco Del Tredici, Gianni Barlacchi, Bill Byrne, Adrià de Gispert
2023 J jnl
SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects.
CoRR
David Ifeoluwa Adelani, Hannah Liu, Xiaoyu Shen, Nikita Vassilyev, Jesujoba O. Alabi, Yanke Mao, Haonan Gao, En-Shiun Annie Lee
2023 — conf
Weaker Than You Think: A Critical Look at Weakly Supervised Learning.
ACL (1)
Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow
2023 J jnl
Weaker Than You Think: A Critical Look atWeakly Supervised Learning.
CoRR
Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow
2023 J jnl
xPQA: Cross-Lingual Product Question Answering across 12 Languages.
CoRR
Xiaoyu Shen, Akari Asai, Bill Byrne, Adrià de Gispert
2023 — conf
xPQA: Cross-Lingual Product Question Answering in 12 Languages.
ACL (industry)
Xiaoyu Shen, Akari Asai, Bill Byrne, Adrià de Gispert
2022 — conf
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation.
NAACL-HLT
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
2022 J jnl
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation.
CoRR
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
2022 A* conf
AST-Trans: Code Summarization with Efficient Tree-Structured Attention.
ICSE
Ze Tang, Xiaoyu Shen, Chuanyi Li, Jidong Ge, Liguo Huang, Zheling Zhu, Bin Luo
2022 — conf
FocusQA: Open-Domain Question Answering with a Context in Focus.
EMNLP (Findings)
Gianni Barlacchi, Ivano Lauriola, Alessandro Moschitti, Marco Del Tredici, Xiaoyu Shen, Thuy Vu, Bill Byrne, Adrià de Gispert
2022 — conf
From Rewriting to Remembering: Common Ground for Conversational QA Models.
ConvAI@ACL
Marco Del Tredici, Xiaoyu Shen, Gianni Barlacchi, Bill Byrne, Adrià de Gispert
2022 J jnl
From Rewriting to Remembering: Common Ground for Conversational QA Models.
CoRR
Marco Del Tredici, Xiaoyu Shen, Gianni Barlacchi, Bill Byrne, Adrià de Gispert
2022 J jnl
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey.
CoRR
Xiaoyu Shen, Svitlana Vakulenko, Marco Del Tredici, Gianni Barlacchi, Bill Byrne, Adrià de Gispert
2022 J jnl
MDIA: A Benchmark for Multilingual Dialogue Generation in 46 Languages.
CoRR
Qingyu Zhang, Xiaoyu Shen, Ernie Chang, Jidong Ge, Pengke Chen
2022 J jnl
Meta Self-Refinement for Robust Learning with Weak Supervision.
CoRR
Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow
2022 — conf
RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining.
ACL (1)
Hui Su, Weiwei Shi, Xiaoyu Shen, Xiao Zhou, Tuo Ji, Jiarui Fang, Jie Zhou
2021 A* conf
AST-Transformer: Encoding Abstract Syntax Trees Efficiently for Code Summarization.
ASE
Ze Tang, Chuanyi Li, Jidong Ge, Xiaoyu Shen, Zheling Zhu, Bin Luo
2021 J jnl
AST-Transformer: Encoding Abstract Syntax Trees Efficiently for Code Summarization.
CoRR
Ze Tang, Chuanyi Li, Jidong Ge, Xiaoyu Shen, Zheling Zhu, Bin Luo
2021 — —
Deep latent-variable models for neural text generation.
Xiaoyu Shen
2021 J jnl
Dependency Learning for Legal Judgment Prediction with a Unified Text-to-Text Transformer.
CoRR
Yunyun Huang, Xiaoyu Shen, Chuanyi Li, Jidong Ge, Bin Luo
2021 J jnl
Knowledge-enhanced Session-based Recommendation with Temporal Transformer.
CoRR
Rongzhi Zhang, Yulong Gu, Xiaoyu Shen, Hui Su
2021 J jnl
Learning Fine-Grained Fact-Article Correspondence in Legal Cases.
IEEE ACM Trans. Audio Speech Lang. Process.
Jidong Ge, Yunyun Huang, Xiaoyu Shen, Chuanyi Li, Wei Hu
2021 J jnl
Learning Fine-grained Fact-Article Correspondence in Legal Cases.
CoRR
Jidong Ge, Yunyun Huang, Xiaoyu Shen, Chuanyi Li, Wei Hu, Bin Luo
2021 A conf
Neural Data-to-Text Generation with LM-based Text Augmentation.
EACL
Ernie Chang, Xiaoyu Shen, Dawei Zhu, Vera Demberg, Hui Su
2021 J jnl
Neural Data-to-Text Generation with LM-based Text Augmentation.
CoRR
Ernie Chang, Xiaoyu Shen, Dawei Zhu, Vera Demberg, Hui Su
2021 — conf
On Training Instance Selection for Few-Shot Neural Text Generation.
ACL/IJCNLP (2)
Ernie Chang, Xiaoyu Shen, Hui-Syuan Yeh, Vera Demberg
2021 J jnl
On Training Instance Selection for Few-Shot Neural Text Generation.
CoRR
Ernie Chang, Xiaoyu Shen, Hui-Syuan Yeh, Vera Demberg
2021 — conf
Preventing Author Profiling through Zero-Shot Multilingual Back-Translation.
EMNLP (1)
David Ifeoluwa Adelani, Miaoran Zhang, Xiaoyu Shen, Ali Davody, Thomas Kleinbauer, Dietrich Klakow
2021 J jnl
Preventing Author Profiling through Zero-Shot Multilingual Back-Translation.
CoRR
David Ifeoluwa Adelani, Miaoran Zhang, Xiaoyu Shen, Ali Davody, Thomas Kleinbauer, Dietrich Klakow
2021 A conf
Question Rewriting for Open-Domain Conversational QA: Best Practices and Limitations.
CIKM
Marco Del Tredici, Gianni Barlacchi, Xiaoyu Shen, Weiwei Cheng, Adrià de Gispert
2021 B conf
The SelectGen Challenge: Finding the Best Training Samples for Few-Shot Neural Text Generation.
INLG
Ernie Chang, Xiaoyu Shen, Alex Marin, Vera Demberg
2021 J jnl
The SelectGen Challenge: Finding the Best Training Samples for Few-Shot Neural Text Generation.
CoRR
Ernie Chang, Xiaoyu Shen, Alex Marin, Vera Demberg
2020 — conf
DART: A Lightweight Quality-Suggestive Data-to-Text Annotation Tool.
COLING (Demonstrations)
Ernie Chang, Jeriah Caplinger, Alex Marin, Xiaoyu Shen, Vera Demberg
2020 J jnl
DART: A Lightweight Quality-Suggestive Data-to-Text Annotation Tool.
CoRR
Ernie Chang, Jeriah Caplinger, Alex Marin, Xiaoyu Shen, Vera Demberg
2020 A* conf
Diversifying Dialogue Generation with Non-Conversational Text.
ACL
Hui Su, Xiaoyu Shen, Sanqiang Zhao, Xiao Zhou, Pengwei Hu, Randy Zhong, Cheng Niu, Jie Zhou
2020 J jnl
Diversifying Dialogue Generation with Non-Conversational Text.
CoRR
Hui Su, Xiaoyu Shen, Sanqiang Zhao, Xiao Zhou, Pengwei Hu, Randy Zhong, Cheng Niu, Jie Zhou
2020 J jnl
Integrating Image Captioning with Rule-based Entity Masking.
CoRR
Aditya Mogadala, Xiaoyu Shen, Dietrich Klakow
2020 — conf
MovieChats: Chat like Humans in a Closed Domain.
EMNLP (1)
Hui Su, Xiaoyu Shen, Xiao Zhou, Zheng Zhang, Ernie Chang, Cheng Zhang, Cheng Niu, Jie Zhou
2020 A* conf
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence.
ACL
Xiaoyu Shen, Ernie Chang, Hui Su, Cheng Niu, Dietrich Klakow
2020 J jnl
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence.
CoRR
Xiaoyu Shen, Ernie Chang, Hui Su, Jie Zhou, Dietrich Klakow
2020 — conf
Unsupervised Pidgin Text Generation By Pivoting English Data and Self-Training.
AfricaNLP
Ernie Chang, David Ifeoluwa Adelani, Xiaoyu Shen, Vera Demberg
2019 — conf
Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator.
EMNLP/IJCNLP (1)
Xiaoyu Shen, Yang Zhao, Hui Su, Dietrich Klakow
2019 — conf
Improving Multi-turn Dialogue Modelling with Utterance ReWriter.
ACL (1)
Hui Su, Xiaoyu Shen, Rongzhi Zhang, Fei Sun, Pengwei Hu, Cheng Niu, Jie Zhou
2019 J jnl
Improving Multi-turn Dialogue Modelling with Utterance ReWriter.
CoRR
Hui Su, Xiaoyu Shen, Rongzhi Zhang, Fei Sun, Pengwei Hu, Cheng Niu, Jie Zhou
2019 — conf
Select and Attend: Towards Controllable Content Selection in Text Generation.
EMNLP/IJCNLP (1)
Xiaoyu Shen, Jun Suzuki, Kentaro Inui, Hui Su, Dietrich Klakow, Satoshi Sekine
2019 J jnl
Select and Attend: Towards Controllable Content Selection in Text Generation.
CoRR
Xiaoyu Shen, Jun Suzuki, Kentaro Inui, Hui Su, Dietrich Klakow, Satoshi Sekine
2019 — conf
Unsupervised Rewriter for Multi-Sentence Compression.
ACL (1)
Yang Zhao, Xiaoyu Shen, Wei Bi, Akiko Aizawa
2018 J jnl
A comprehensive study: Sentence compression with linguistic knowledge-enhanced gated neural network.
Data Knowl. Eng.
Yang Zhao, Xiaoyu Shen, Hajime Senuma, Akiko Aizawa
2018 A* conf
Dialogue Generation With GAN.
AAAI
Hui Su, Xiaoyu Shen, Pengwei Hu, Wenjie Li, Yun Chen
2018 A* conf
Improving Variational Encoder-Decoders in Dialogue Generation.
AAAI
Xiaoyu Shen, Hui Su, Shuzi Niu, Vera Demberg
2018 J jnl
Improving Variational Encoder-Decoders in Dialogue Generation.
CoRR
Xiaoyu Shen, Hui Su, Shuzi Niu, Vera Demberg
2018 J jnl
NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation.
CoRR
Hui Su, Xiaoyu Shen, Wenjie Li, Dietrich Klakow
2018 A* conf
Nexus Network: Connecting the Preceding and the Following in Dialogue Generation.
EMNLP
Xiaoyu Shen, Hui Su, Wenjie Li, Dietrich Klakow
2018 J jnl
Simulating the Large-Scale Erosion of Genomic Privacy Over Time.
IEEE ACM Trans. Comput. Biol. Bioinform.
Michael Backes, Pascal Berrang, Mathias Humbert, Xiaoyu Shen, Verena Wolf
2018 A* conf
Towards Better Variational Encoder-Decoders in Seq2Seq Tasks.
AAAI
Xiaoyu Shen, Hui Su
2017 — conf
A Conditional Variational Framework for Dialog Generation.
ACL (2)
Xiaoyu Shen, Hui Su, Yanran Li, Wenjie Li, Shuzi Niu, Yang Zhao, Akiko Aizawa, Guoping Long
2017 J jnl
A Conditional Variational Framework for Dialog Generation.
CoRR
Xiaoyu Shen, Hui Su, Yanran Li, Wenjie Li, Shuzi Niu, Yang Zhao, Akiko Aizawa, Guoping Long
2017 — conf
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset.
IJCNLP(1)
Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, Shuzi Niu
2017 J jnl
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset.
CoRR
Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, Shuzi Niu
2017 A conf
Estimation of Gap Between Current Language Models and Human Performance.
INTERSPEECH
Xiaoyu Shen, Youssef Oualil, Clayton Greenberg, Mittul Singh, Dietrich Klakow
2017 C conf
Gated Neural Network for Sentence Compression Using Linguistic Knowledge.
NLDB
Yang Zhao, Hajime Senuma, Xiaoyu Shen, Akiko Aizawa
2017 — conf
Wake-Sleep Variational Autoencoders for Language Modeling.
ICONIP (1)
Xiaoyu Shen, Hui Su, Shuzi Niu, Dietrich Klakow