Xia Song - RankMe

79 papers A* 12A 1Journal 44Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Practical Analysis of Human Alignment with *PO. NAACL (Findings) Kian Ahrabian, Xihui Lin, Barun Patra, Vishrav Chaudhary, Alon Benhaim, Jay Pujara, Xia Song
2025	—	`conf`	GenTool: Enhancing Tool Generalization in Language Models through Zero-to-One and Weak-to-Strong Simulation. ACL (Findings) Jie He, Jennifer Neville, Mengting Wan, Longqi Yang, Hui Liu, Xiaofeng Xu, Xia Song, Jeff Z. Pan, Pei Zhou
2025	J	`jnl`	GenTool: Enhancing Tool Generalization in Language Models through Zero-to-One and Weak-to-Strong Simulation. CoRR Jie He, Jennifer Neville, Mengting Wan, Longqi Yang, Hui Liu, Xiaofeng Xu, Xia Song, Jeff Z. Pan, Pei Zhou
2025	J	`jnl`	Group Preference Alignment: Customized LLM Response Generation from In-Situ Conversations. CoRR Ishani Mondal, Jack W. Stokes, Sujay Kumar Jauhar, Longqi Yang, Mengting Wan, Xiaofeng Xu, Xia Song, Jennifer Neville
2025	—	`conf`	Group Preference Alignment: Customizing LLM Responses from In-Situ Conversations Only When Needed. EMNLP (Industry Track) Ishani Mondal, Jack W. Stokes, Sujay Kumar Jauhar, Longqi Yang, Mengting Wan, Xiaofeng Xu, Xia Song, Jordan Lee Boyd-Graber, Jennifer Neville
2025	J	`jnl`	MBFL-DKMR: Improving Mutation-based Fault Localization through Denoising-based Kill Matrix Refinement. CoRR Hengyuan Liu, Xia Song, Yong Liu, Zheng Li
2025	A*	`conf`	POROver: Improving Safety and Reducing Overrefusal in Large Language Models with Overgeneration and Preference Optimization. ICML Batuhan K. Karaman, Ishmam Zabir, Alon Benhaim, Vishrav Chaudhary, Mert R. Sabuncu, Xia Song
2025	J	`jnl`	Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs. CoRR Abdelrahman Abouelenin, Atabak Ashfaq, Adam Atkinson, Hany Awadalla, Nguyen Bach, Jianmin Bao, Alon Benhaim, Martin Cai, Vishrav Chaudhary, Congcong Chen, Dong Chen, Dongdong Chen, Jun-Kun Chen, Weizhu Chen, Yen-Chun Chen, Yi-ling Chen, Qi Dai, Xiyang Dai, Ruchao Fan, Mei Gao, Min Gao, Amit Garg, Abhishek Goswami, Junheng Hao, Amr Hendy, Yuxuan Hu, Xin Jin, Mahmoud Khademi, Dongwoo Kim, Young Jin Kim, Gina Lee, Jinyu Li, Yunsheng Li, Chen Liang, Xihui Lin, Zeqi Lin, Mengchen Liu, Yang Liu, Gilsinia Lopez, Chong Luo, Piyush Madan, Vadim Mazalov, Arindam Mitra, Ali Mousavi, Anh Nguyen, Jing Pan, Daniel Perez-Becker, Jacob Platin, Thomas Portet, Kai Qiu, Bo Ren, Liliang Ren, Sambuddha Roy, Ning Shang, Yelong Shen, Saksham Singhal, Subhojit Som, Xia Song, Tetyana Sych, Praneetha Vaddamanu, Shuohang Wang, Yiming Wang, Zhenghao Wang, Haibin Wu, Haoran Xu, Weijian Xu, Yifan Yang, Ziyi Yang, Donghan Yu, Ishmam Zabir, Jianwen Zhang, Li Lyna Zhang, Yunan Zhang, Xiren Zhou
2025	—	`conf`	Research on Intelligent Monitoring System for Special Vehicles Based on Cloud Computing and Internet of Things. CNML Kuang Lu, Xia Song
2025	J	`jnl`	Scalable Data Synthesis for Computer Use Agents with Step-Level Filtering. CoRR Yifei He, Pranit Chawla, Yaser Souri, Subhojit Som, Xia Song
2025	—	`conf`	Scaling Laws for Multilingual Language Models. ACL (Findings) Yifei He, Alon Benhaim, Barun Patra, Praneetha Vaddamanu, Sanchit Ahuja, Parul Chopra, Vishrav Chaudhary, Han Zhao, Xia Song
2025	A*	`conf`	Scaling Optimal LR Across Token Horizons. ICLR Johan Bjorck, Alon Benhaim, Vishrav Chaudhary, Furu Wei, Xia Song
2024	J	`jnl`	Efficient LLM Training and Serving with Heterogeneous Context Sharding among Attention Heads. CoRR Xihui Lin, Yunan Zhang, Suyu Ge, Barun Patra, Vishrav Chaudhary, Xia Song
2024	—	`conf`	Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models. ACL (1) Ying-Chun Lin, Jennifer Neville, Jack W. Stokes, Longqi Yang, Tara Safavi, Mengting Wan, Scott Counts, Siddharth Suri, Reid Andersen, Xiaofeng Xu, Deepak Gupta, Sujay Kumar Jauhar, Xia Song, Georg Buscher, Saurabh Tiwary, Brent J. Hecht, Jaime Teevan
2024	J	`jnl`	Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models. CoRR Ying-Chun Lin, Jennifer Neville, Jack W. Stokes, Longqi Yang, Tara Safavi, Mengting Wan, Scott Counts, Siddharth Suri, Reid Andersen, Xiaofeng Xu, Deepak Gupta, Sujay Kumar Jauhar, Xia Song, Georg Buscher, Saurabh Tiwary, Brent J. Hecht, Jaime Teevan
2024	J	`jnl`	On The Adaptation of Unlimiformer for Decoder-Only Transformers. CoRR Kian Ahrabian, Alon Benhaim, Barun Patra, Jay Pujara, Saksham Singhal, Xia Song
2024	—	`conf`	On the Adaptation of Unlimiformer for Decoder-Only Transformers. LREC/COLING Kian Ahrabian, Alon Benhaim, Barun Patra, Jay Pujara, Saksham Singhal, Xia Song
2024	J	`jnl`	POROver: Improving Safety and Reducing Overrefusal in Large Language Models with Overgeneration and Preference Optimization. CoRR Batuhan K. Karaman, Ishmam Zabir, Alon Benhaim, Vishrav Chaudhary, Mert R. Sabuncu, Xia Song
2024	J	`jnl`	Scaling Laws for Multilingual Language Models. CoRR Yifei He, Alon Benhaim, Barun Patra, Praneetha Vaddamanu, Sanchit Ahuja, Parul Chopra, Vishrav Chaudhary, Han Zhao, Xia Song
2024	J	`jnl`	Scaling Optimal LR Across Token Horizon. CoRR Johan Bjorck, Alon Benhaim, Vishrav Chaudhary, Furu Wei, Xia Song
2024	J	`jnl`	The Hitchhiker's Guide to Human Alignment with *PO. CoRR Kian Ahrabian, Xihui Lin, Barun Patra, Vishrav Chaudhary, Alon Benhaim, Jay Pujara, Xia Song
2024	J	`jnl`	Training Recommenders Over Large Item Corpus With Importance Sampling. IEEE Trans. Knowl. Data Eng. Defu Lian, Zhenguo Gao, Xia Song, Yucheng Li, Qi Liu, Enhong Chen
2024	J	`jnl`	WildFeedback: Aligning LLMs With In-situ User Interactions And Feedback. CoRR Taiwei Shi, Zhuoer Wang, Longqi Yang, Ying-Chun Lin, Zexue He, Mengting Wan, Pei Zhou, Sujay Kumar Jauhar, Xiaofeng Xu, Xia Song, Jennifer Neville
2023	—	`conf`	A Length-Extrapolatable Transformer. ACL (1) Yutao Sun, Li Dong, Barun Patra, Shuming Ma, Shaohan Huang, Alon Benhaim, Vishrav Chaudhary, Xia Song, Furu Wei
2023	—	`conf`	Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning. ACL (1) Barun Patra, Saksham Singhal, Shaohan Huang, Zewen Chi, Li Dong, Furu Wei, Vishrav Chaudhary, Xia Song
2023	A*	`conf`	Language Is Not All You Need: Aligning Perception with Language Models. NeurIPS Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Barun Patra, Qiang Liu, Kriti Aggarwal, Zewen Chi, Nils Johan Bertil Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei
2023	J	`jnl`	Language Is Not All You Need: Aligning Perception with Language Models. CoRR Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Barun Patra, Qiang Liu, Kriti Aggarwal, Zewen Chi, Johan Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei
2023	A*	`conf`	Magneto: A Foundation Transformer. ICML Hongyu Wang, Shuming Ma, Shaohan Huang, Li Dong, Wenhui Wang, Zhiliang Peng, Yu Wu, Payal Bajaj, Saksham Singhal, Alon Benhaim, Barun Patra, Zhun Liu, Vishrav Chaudhary, Xia Song, Furu Wei
2023	—	`conf`	Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers. ACL (1) Linyuan Gong, Chenyan Xiong, Xiaodong Liu, Payal Bajaj, Yiqing Xie, Alvin Cheung, Jianfeng Gao, Xia Song
2023	J	`jnl`	Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers. CoRR Linyuan Gong, Chenyan Xiong, Xiaodong Liu, Payal Bajaj, Yiqing Xie, Alvin Cheung, Jianfeng Gao, Xia Song
2022	J	`jnl`	A Length-Extrapolatable Transformer. CoRR Yutao Sun, Li Dong, Barun Patra, Shuming Ma, Shaohan Huang, Alon Benhaim, Vishrav Chaudhary, Xia Song, Furu Wei
2022	J	`jnl`	Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning. CoRR Barun Patra, Saksham Singhal, Shaohan Huang, Zewen Chi, Li Dong, Furu Wei, Vishrav Chaudhary, Xia Song
2022	J	`jnl`	Can people experience romantic love for artificial intelligence? An empirical study of intelligent assistants. Inf. Manag. Xia Song, Bo Xu, Zhenzhen Zhao
2022	J	`jnl`	Foundation Transformers. CoRR Hongyu Wang, Shuming Ma, Shaohan Huang, Li Dong, Wenhui Wang, Zhiliang Peng, Yu Wu, Payal Bajaj, Saksham Singhal, Alon Benhaim, Barun Patra, Zhun Liu, Vishrav Chaudhary, Xia Song, Furu Wei
2022	J	`jnl`	METRO: Efficient Denoising Pretraining of Large Scale Autoencoding Language Models with Model Generated Signals. CoRR Payal Bajaj, Chenyan Xiong, Guolin Ke, Xiaodong Liu, Di He, Saurabh Tiwary, Tie-Yan Liu, Paul Bennett, Xia Song, Jianfeng Gao
2022	A*	`conf`	On the Representation Collapse of Sparse Mixture of Experts. NeurIPS Zewen Chi, Li Dong, Shaohan Huang, Damai Dai, Shuming Ma, Barun Patra, Saksham Singhal, Payal Bajaj, Xia Song, Xian-Ling Mao, Heyan Huang, Furu Wei
2022	J	`jnl`	On the Representation Collapse of Sparse Mixture of Experts. CoRR Zewen Chi, Li Dong, Shaohan Huang, Damai Dai, Shuming Ma, Barun Patra, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei
2022	A*	`conf`	Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators. ICLR Yu Meng, Chenyan Xiong, Payal Bajaj, Saurabh Tiwary, Paul N. Bennett, Jiawei Han, Xia Song
2022	J	`jnl`	Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators. CoRR Yu Meng, Chenyan Xiong, Payal Bajaj, Saurabh Tiwary, Paul Bennett, Jiawei Han, Xia Song
2022	J	`jnl`	TorchScale: Transformers at Scale. CoRR Shuming Ma, Hongyu Wang, Shaohan Huang, Wenhui Wang, Zewen Chi, Li Dong, Alon Benhaim, Barun Patra, Vishrav Chaudhary, Xia Song, Furu Wei
2022	J	`jnl`	Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model. CoRR Shaden Smith, Mostofa Patwary, Brandon Norick, Patrick LeGresley, Samyam Rajbhandari, Jared Casper, Zhun Liu, Shrimai Prabhumoye, George Zerveas, Vijay Korthikanti, Elton Zheng, Rewon Child, Reza Yazdani Aminabadi, Julie Bernauer, Xia Song, Mohammad Shoeybi, Yuxiong He, Michael Houston, Saurabh Tiwary, Bryan Catanzaro
2022	—	`conf`	XLM-E: Cross-lingual Language Model Pre-training via ELECTRA. ACL (1) Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Bo Zheng, Saksham Singhal, Payal Bajaj, Xia Song, Xian-Ling Mao, Heyan Huang, Furu Wei
2021	—	`conf`	Allocating Large Vocabulary Capacity for Cross-Lingual Language Model Pre-Training. EMNLP (1) Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
2021	J	`jnl`	Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training. CoRR Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
2021	A*	`conf`	COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining. NeurIPS Yu Meng, Chenyan Xiong, Payal Bajaj, Saurabh Tiwary, Paul Bennett, Jiawei Han, Xia Song
2021	J	`jnl`	COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining. CoRR Yu Meng, Chenyan Xiong, Payal Bajaj, Saurabh Tiwary, Paul Bennett, Jiawei Han, Xia Song
2021	J	`jnl`	Comparative Analysis of Two Machine Learning Algorithms in Predicting Site-Level Net Ecosystem Exchange in Major Biomes. Remote. Sens. Jianzhao Liu, Yunjiang Zuo, Nannan Wang, Fenghui Yuan, Xinhao Zhu, Lihua Zhang, Jingwei Zhang, Ying Sun, Ziyu Guo, Yuedong Guo, Xia Song, Changchun Song, Xiaofeng Xu
2021	—	`conf`	Consistency Regularization for Cross-Lingual Fine-Tuning. ACL/IJCNLP (1) Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
2021	J	`jnl`	Consistency Regularization for Cross-Lingual Fine-Tuning. CoRR Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
2021	J	`jnl`	DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders. CoRR Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei
2021	—	`conf`	InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training. NAACL-HLT Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou
2021	—	`conf`	Language Scaling for Universal Suggested Replies Model. NAACL-HLT (Industry Papers) Qianlan Ying, Payal Bajaj, Budhaditya Deb, Yu Yang, Wei Wang, Bojia Lin, Milad Shokouhi, Xia Song, Yang Yang, Daxin Jiang
2021	J	`jnl`	Language Scaling for Universal Suggested Replies Model. CoRR Qianlan Ying, Payal Bajaj, Budhaditya Deb, Yu Yang, Wei Wang, Bojia Lin, Milad Shokouhi, Xia Song, Yang Yang, Daxin Jiang
2021	—	`conf`	Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task. WMT@EMNLP Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan, Xia Song, Furu Wei
2021	J	`jnl`	Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task. CoRR Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei
2021	J	`jnl`	XLM-E: Cross-lingual Language Model Pre-training via ELECTRA. CoRR Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei
2021	—	`conf`	mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs. EMNLP (1) Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Saksham Singhal, Xian-Ling Mao, Heyan Huang, Xia Song, Furu Wei
2020	J	`jnl`	InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training. CoRR Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou
2020	J	`jnl`	Joint Task Offloading, CNN Layer Scheduling, and Resource Allocation in Cooperative Computing System. IEEE Syst. J. Rong Chai, Xia Song, Qianbin Chen
2020	J	`jnl`	Knowledge-Aware Language Model Pretraining. CoRR Corby Rosset, Chenyan Xiong, Minh Phan, Xia Song, Paul N. Bennett, Saurabh Tiwary
2020	A*	`conf`	Leading Conversational Search by Suggesting Useful Questions. WWW Corbin Rosset, Chenyan Xiong, Xia Song, Daniel Campos, Nick Craswell, Saurabh Tiwary, Paul N. Bennett
2020	A*	`conf`	Pushing the Limits of Narrow Precision Inferencing at Cloud Scale with Microsoft Floating Point. NeurIPS Bita Darvish Rouhani, Daniel Lo, Ritchie Zhao, Ming Liu, Jeremy Fowers, Kalin Ovtcharov, Anna Vinogradsky, Sarah Massengill, Lita Yang, Ray Bittner, Alessandro Forin, Haishan Zhu, Taesik Na, Prerak Patel, Shuai Che, Lok Chand Koppaka, Xia Song, Subhojit Som, Kaustav Das, Saurabh Tiwary, Steven K. Reinhardt, Sitaram Lanka, Eric S. Chung, Doug Burger
2020	A*	`conf`	Transformer-XH: Multi-Evidence Reasoning with eXtra Hop Attention. ICLR Chen Zhao, Chenyan Xiong, Corby Rosset, Xia Song, Paul N. Bennett, Saurabh Tiwary
2020	J	`jnl`	XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders. CoRR Shuming Ma, Jian Yang, Haoyang Huang, Zewen Chi, Li Dong, Dongdong Zhang, Hany Hassan Awadalla, Alexandre Muzio, Akiko Eriguchi, Saksham Singhal, Xia Song, Arul Menezes, Furu Wei
2019	A*	`conf`	An Axiomatic Approach to Regularizing Neural Ranking Models. SIGIR Corby Rosset, Bhaskar Mitra, Chenyan Xiong, Nick Craswell, Xia Song, Saurabh Tiwary
2019	J	`jnl`	An Axiomatic Approach to Regularizing Neural Ranking Models. CoRR Corby Rosset, Bhaskar Mitra, Chenyan Xiong, Nick Craswell, Xia Song, Saurabh Tiwary
2019	A*	`conf`	Generic Intent Representation in Web Search. SIGIR Hongfei Zhang, Xia Song, Chenyan Xiong, Corby Rosset, Paul N. Bennett, Nick Craswell, Saurabh Tiwary
2019	J	`jnl`	Generic Intent Representation in Web Search. CoRR Hongfei Zhang, Xia Song, Chenyan Xiong, Corby Rosset, Paul N. Bennett, Nick Craswell, Saurabh Tiwary
2019	—	`conf`	Joint Task Offloading, CNN Layer Scheduling and Resource Allocation in Cooperative Computing System. ChinaCom (1) Xia Song, Rong Chai, Qianbin Chen
2019	—	`conf`	Research on recommender algorithm optimization based on statistics and preference model. AIPR Jia Wang, Xia Song, Qibing Jin, Dan Song
2019	J	`jnl`	Security situation assessment for massive MIMO systems for 5G communications. Future Gener. Comput. Syst. Shiqi Yang, Di Yin, Xia Song, Xiaoming Dong, Gunasekaran Manogaran, George Mastorakis, Constandinos X. Mavromoustakis, Jordi Mongay Batalla
2019	—	`conf`	Towards Language Agnostic Universal Representations. ACL (1) Armen Aghajanyan, Xia Song, Saurabh Tiwary
2018	A	`conf`	Neural Ranking Models with Multiple Document Fields. WSDM Hamed Zamani, Bhaskar Mitra, Xia Song, Nick Craswell, Saurabh Tiwary
2018	J	`jnl`	Towards Language Agnostic Universal Representations. CoRR Armen Aghajanyan, Xia Song, Saurabh Tiwary
2017	J	`jnl`	Neural Ranking Models with Multiple Document Fields. CoRR Hamed Zamani, Bhaskar Mitra, Xia Song, Nick Craswell, Saurabh Tiwary
2016	—	`conf`	MS MARCO: A Human Generated MAchine Reading COmprehension Dataset. CoCo@NIPS Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, Li Deng
2016	J	`jnl`	MS MARCO: A Human Generated MAchine Reading COmprehension Dataset. CoRR Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, Li Deng
2016	—	`conf`	Research on the Application of Data Mining in the Field of Electronic Commerce. FSDM Xia Song, Fang Huang
2015	J	`jnl`	Uncertain linguistic fuzzy soft sets and their applications in group decision making. Appl. Soft Comput. Zhifu Tao, Huayou Chen, Xia Song, Ligang Zhou, Jinpei Liu