Shuo Ren

42 papers A* 7A 2Misc 1Journal 22Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
Beyond One-Size-Fits-All: Adaptive Fine-Tuning for LLMs Based on Data Inherent Heterogeneity.
NLPCC (1)
Wanyue Zhang, Yangyifan Xu, Shuo Ren, Jiajun Zhang
2025 A* conf
Collaborative Beam Search: Enhancing LLM Reasoning via Collective Consensus.
EMNLP
Yangyifan Xu, Shuo Ren, Jiajun Zhang
2025 J jnl
KTAE: A Model-Free Algorithm to Key-Tokens Advantage Estimation in Mathematical Reasoning.
CoRR
Wei Sun, Wen Yang, Pu Jian, Qianlong Du, Fuwei Cui, Shuo Ren, Jiajun Zhang
2025 A* conf
Look Again, Think Slowly: Enhancing Visual Reflection in Vision-Language Models.
EMNLP
Pu Jian, Junhong Wu, Wei Sun, Chen Wang, Shuo Ren, Jiajun Zhang
2025 J jnl
Look Again, Think Slowly: Enhancing Visual Reflection in Vision-Language Models.
CoRR
Pu Jian, Junhong Wu, Wei Sun, Chen Wang, Shuo Ren, Jiajun Zhang
2025 — conf
Teaching Vision-Language Models to Ask: Resolving Ambiguity in Visual Questions.
ACL (1)
Pu Jian, Donglei Yu, Wen Yang, Shuo Ren, Jiajun Zhang
2025 J jnl
Teaching Vision-Language Models to Ask: Resolving Ambiguity in Visual Questions.
CoRR
Pu Jian, Donglei Yu, Wen Yang, Shuo Ren, Jiajun Zhang
2025 J jnl
Towards Scientific Intelligence: A Survey of LLM-based Scientific Agents.
CoRR
Shuo Ren, Pu Jian, Zhenjiang Ren, Chunlin Leng, Can Xie, Jiajun Zhang
2025 J jnl
Why Do MLLMs Struggle with Spatial Understanding? A Systematic Analysis from Data to Architecture.
CoRR
Wanyue Zhang, Yibin Huang, Yangbin Xu, Jingjing Huang, Helu Zhi, Shuo Ren, Wang Xu, Jiajun Zhang
2024 J jnl
SpeechLM: Enhanced Speech Pre-Training With Unpaired Textual Data.
IEEE ACM Trans. Audio Speech Lang. Process.
Ziqiang Zhang, Sanyuan Chen, Long Zhou, Yu Wu, Shuo Ren, Shujie Liu, Zhuoyuan Yao, Xun Gong, Li-Rong Dai, Jinyu Li, Furu Wei
2022 J jnl
KESA: A Knowledge Enhanced Approach For Sentiment Analysis.
CoRR
Qinghua Zhao, Shuai Ma, Shuo Ren
2022 — conf
KESA: A Knowledge Enhanced Approach To Sentiment Analysis.
AACL/IJCNLP (1)
Qinghua Zhao, Shuai Ma, Shuo Ren
2022 Misc conf
Optimizing Alignment of Speech and Language Latent Spaces for End-To-End Speech Recognition and Understanding.
ICASSP
Wei Wang, Shuo Ren, Yao Qian, Shujie Liu, Yu Shi, Yanmin Qian, Michael Zeng
2022 A* conf
RAPO: An Adaptive Ranking Paradigm for Bilingual Lexicon Induction.
EMNLP
Zhoujin Tian, Chaozhuo Li, Shuo Ren, Zhiqiang Zuo, Zengxuan Wen, Xinyue Hu, Xiao Han, Haizhen Huang, Denvy Deng, Qi Zhang, Xing Xie
2022 J jnl
RAPO: An Adaptive Ranking Paradigm for Bilingual Lexicon Induction.
CoRR
Zhoujin Tian, Chaozhuo Li, Shuo Ren, Zhiqiang Zuo, Zengxuan Wen, Xinyue Hu, Xiao Han, Haizhen Huang, Denvy Deng, Qi Zhang, Xing Xie
2022 A conf
Speech Pre-training with Acoustic Piece.
INTERSPEECH
Shuo Ren, Shujie Liu, Yu Wu, Long Zhou, Furu Wei
2022 J jnl
Speech Pre-training with Acoustic Piece.
CoRR
Shuo Ren, Shujie Liu, Yu Wu, Long Zhou, Furu Wei
2022 — conf
SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing.
ACL (1)
Junyi Ao, Rui Wang, Long Zhou, Chengyi Wang, Shuo Ren, Yu Wu, Shujie Liu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei
2022 J jnl
TESSP: Text-Enhanced Self-Supervised Speech Pre-training.
CoRR
Zhuoyuan Yao, Shuo Ren, Sanyuan Chen, Ziyang Ma, Pengcheng Guo, Lei Xie
2022 J jnl
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing.
IEEE J. Sel. Top. Signal Process.
Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Xiangzhan Yu, Furu Wei
2021 — conf
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation.
NeurIPS Datasets and Benchmarks
Shuai Lu, Daya Guo, Shuo Ren, Junjie Huang, Alexey Svyatkovskiy, Ambrosio Blanco, Colin B. Clement, Dawn Drain, Daxin Jiang, Duyu Tang, Ge Li, Lidong Zhou, Linjun Shou, Long Zhou, Michele Tufano, Ming Gong, Ming Zhou, Nan Duan, Neel Sundaresan, Shao Kun Deng, Shengyu Fu, Shujie Liu
2021 J jnl
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation.
CoRR
Shuai Lu, Daya Guo, Shuo Ren, Junjie Huang, Alexey Svyatkovskiy, Ambrosio Blanco, Colin B. Clement, Dawn Drain, Daxin Jiang, Duyu Tang, Ge Li, Lidong Zhou, Linjun Shou, Long Zhou, Michele Tufano, Ming Gong, Ming Zhou, Nan Duan, Neel Sundaresan, Shao Kun Deng, Shengyu Fu, Shujie Liu
2021 A* conf
GraphCodeBERT: Pre-training Code Representations with Data Flow.
ICLR
Daya Guo, Shuo Ren, Shuai Lu, Zhangyin Feng, Duyu Tang, Shujie Liu, Long Zhou, Nan Duan, Alexey Svyatkovskiy, Shengyu Fu, Michele Tufano, Shao Kun Deng, Colin B. Clement, Dawn Drain, Neel Sundaresan, Jian Yin, Daxin Jiang, Ming Zhou
2021 J jnl
Optimizing Alignment of Speech and Language Latent Spaces for End-to-End Speech Recognition and Understanding.
CoRR
Wei Wang, Shuo Ren, Yao Qian, Shujie Liu, Yu Shi, Yanmin Qian, Michael Zeng
2021 — conf
SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation.
ACL/IJCNLP (1)
Shuo Ren, Long Zhou, Shujie Liu, Furu Wei, Ming Zhou, Shuai Ma
2021 J jnl
SpeechT5: Unified-Modal Encoder-Decoder Pre-training for Spoken Language Processing.
CoRR
Junyi Ao, Rui Wang, Long Zhou, Shujie Liu, Shuo Ren, Yu Wu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei
2021 J jnl
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing.
CoRR
Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Furu Wei
2020 A* conf
A Graph-based Coarse-to-fine Method for Unsupervised Bilingual Lexicon Induction.
ACL
Shuo Ren, Shujie Liu, Ming Zhou, Shuai Ma
2020 A* conf
A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation.
ACL
Shuo Ren, Yu Wu, Shujie Liu, Ming Zhou, Shuai Ma
2020 J jnl
CodeBLEU: a Method for Automatic Evaluation of Code Synthesis.
CoRR
Shuo Ren, Daya Guo, Shuai Lu, Long Zhou, Shujie Liu, Duyu Tang, Neel Sundaresan, Ming Zhou, Ambrosio Blanco, Shuai Ma
2020 J jnl
GraphCodeBERT: Pre-training Code Representations with Data Flow.
CoRR
Daya Guo, Shuo Ren, Shuai Lu, Zhangyin Feng, Duyu Tang, Shujie Liu, Long Zhou, Nan Duan, Alexey Svyatkovskiy, Shengyu Fu, Michele Tufano, Shao Kun Deng, Colin B. Clement, Dawn Drain, Neel Sundaresan, Jian Yin, Daxin Jiang, Ming Zhou
2020 A conf
Semantic Mask for Transformer Based End-to-End Speech Recognition.
INTERSPEECH
Chengyi Wang, Yu Wu, Yujiao Du, Jinyu Li, Shujie Liu, Liang Lu, Shuo Ren, Guoli Ye, Sheng Zhao, Ming Zhou
2019 — conf
Explicit Cross-lingual Pre-training for Unsupervised Machine Translation.
EMNLP/IJCNLP (1)
Shuo Ren, Yu Wu, Shujie Liu, Ming Zhou, Shuai Ma
2019 J jnl
Explicit Cross-lingual Pre-training for Unsupervised Machine Translation.
CoRR
Shuo Ren, Yu Wu, Shujie Liu, Ming Zhou, Shuai Ma
2019 J jnl
Semantic Mask for Transformer based End-to-End Speech Recognition.
CoRR
Chengyi Wang, Yu Wu, Yujiao Du, Jinyu Li, Shujie Liu, Liang Lu, Shuo Ren, Guoli Ye, Sheng Zhao, Ming Zhou
2019 A* conf
Unsupervised Neural Machine Translation with SMT as Posterior Regularization.
AAAI
Shuo Ren, Zhirui Zhang, Shujie Liu, Ming Zhou, Shuai Ma
2019 J jnl
Unsupervised Neural Machine Translation with SMT as Posterior Regularization.
CoRR
Shuo Ren, Zhirui Zhang, Shujie Liu, Ming Zhou, Shuai Ma
2018 — conf
Generative Bridging Network for Neural Sequence Prediction.
NAACL-HLT
Wenhu Chen, Guanlin Li, Shuo Ren, Shujie Liu, Zhirui Zhang, Mu Li, Ming Zhou
2018 J jnl
Style Transfer as Unsupervised Machine Translation.
CoRR
Zhirui Zhang, Shuo Ren, Shujie Liu, Jianyong Wang, Peng Chen, Mu Li, Ming Zhou, Enhong Chen
2018 — conf
Triangular Architecture for Rare Language Translation.
ACL (1)
Shuo Ren, Wenhu Chen, Shujie Liu, Mu Li, Ming Zhou, Shuai Ma
2018 J jnl
Triangular Architecture for Rare Language Translation.
CoRR
Shuo Ren, Wenhu Chen, Shujie Liu, Mu Li, Ming Zhou, Shuai Ma
2016 — conf
Knowledge-Based Semantic Embedding for Machine Translation.
ACL (1)
Chen Shi, Shujie Liu, Shuo Ren, Shi Feng, Mu Li, Ming Zhou, Xu Sun, Houfeng Wang