Shuohang Wang

131 papers A* 24Journal 72Unranked 34
YearRankTypeTitle / Venue / Authors
2025 J jnl
Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation.
CoRR
Liliang Ren, Congcong Chen, Haoran Xu, Young Jin Kim, Adam Atkinson, Zheng Zhan, Jiankai Sun, Baolin Peng, Liyuan Liu, Shuohang Wang, Hao Cheng, Jianfeng Gao, Weizhu Chen, Yelong Shen
2025 A* conf
Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation.
CVPR
Yiping Wang, Xuehai He, Kuan Wang, Luyao Ma, Jianwei Yang, Shuohang Wang, Simon Shaolei Du, Yelong Shen
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 J jnl
Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math.
CoRR
Haoran Xu, Baolin Peng, Hany Awadalla, Dongdong Chen, Yen-Chun Chen, Mei Gao, Young Jin Kim, Yunsheng Li, Liliang Ren, Yelong Shen, Shuohang Wang, Weijian Xu, Jianfeng Gao, Weizhu Chen
2025 J jnl
Reinforcement Learning for Reasoning in Large Language Models with One Training Example.
CoRR
Yiping Wang, Qing Yang, Zhiyuan Zeng, Liliang Ren, Lucas Liu, Baolin Peng, Hao Cheng, Xuehai He, Kuan Wang, Jianfeng Gao, Weizhu Chen, Shuohang Wang, Simon Shaolei Du, Yelong Shen
2025 J jnl
Routing Mamba: Scaling State Space Models with Mixture-of-Experts Projection.
CoRR
Zheng Zhan, Liliang Ren, Shuohang Wang, Liyuan Liu, Yang Liu, Yeyun Gong, Yanzhi Wang, Yelong Shen
2025 J jnl
Self-Exploring Language Models: Active Preference Elicitation for Online Alignment.
Trans. Mach. Learn. Res.
Shenao Zhang, Donghan Yu, Hiteshi Sharma, Han Zhong, Zhihan Liu, Ziyi Yang, Shuohang Wang, Hany Hassan Awadalla, Zhaoran Wang
2025 J jnl
Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space.
CoRR
Zhen Zhang, Xuehai He, Weixiang Yan, Ao Shen, Chenyang Zhao, Shuohang Wang, Yelong Shen, Xin Eric Wang
2025 J jnl
ThetaEvolve: Test-time Learning on Open Problems.
CoRR
Yiping Wang, Shao-Rong Su, Zhiyuan Zeng, Eva Xu, Liliang Ren, Xinyu Yang, Zeyi Huang, Xuehai He, Luyao Ma, Baolin Peng, Hao Cheng, Pengcheng He, Weizhu Chen, Shuohang Wang, Simon Shaolei Du, Yelong Shen
2024 J jnl
Cost-Effective Proxy Reward Model Construction with On-Policy and Active Learning.
CoRR
Yifang Chen, Shuohang Wang, Ziyi Yang, Hiteshi Sharma, Nikos Karampatziakis, Donghan Yu, Kevin Jamieson, Simon Shaolei Du, Yelong Shen
2024 J jnl
GRIN: GRadient-INformed MoE.
CoRR
Liyuan Liu, Young Jin Kim, Shuohang Wang, Chen Liang, Yelong Shen, Hao Cheng, Xiaodong Liu, Masahiro Tanaka, Xiaoxia Wu, Wenxiang Hu, Vishrav Chaudhary, Zeqi Lin, Chengruidong Zhang, Jilong Xue, Hany Awadalla, Jianfeng Gao, Weizhu Chen
2024 J jnl
Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation.
CoRR
Yiping Wang, Xuehai He, Kuan Wang, Luyao Ma, Jianwei Yang, Shuohang Wang, Simon Shaolei Du, Yelong Shen
2024 — book
Knowledge-augmented Methods for Natural Language Processing
Meng Jiang, Bill Yuchen Lin, Shuohang Wang, Yichong Xu, Wenhao Yu, Chenguang Zhu
2024 J jnl
LoRC: Low-Rank Compression for LLMs KV Cache with a Progressive Compression Strategy.
CoRR
Rongzhi Zhang, Kuang Wang, Liyuan Liu, Shuohang Wang, Hao Cheng, Chao Zhang, Yelong Shen
2024 J jnl
Mojito: Motion Trajectory and Intensity Control for Video Generation.
CoRR
Xuehai He, Shuohang Wang, Jianwei Yang, Xiaoxia Wu, Yiping Wang, Kuan Wang, Zheng Zhan, Olatunji Ruwase, Yelong Shen, Xin Eric Wang
2024 J jnl
Multi-LoRA Composition for Image Generation.
CoRR
Ming Zhong, Yelong Shen, Shuohang Wang, Yadong Lu, Yizhu Jiao, Siru Ouyang, Donghan Yu, Jiawei Han, Weizhu Chen
2024 J jnl
Multi-LoRA Composition for Image Generation.
Trans. Mach. Learn. Res.
Ming Zhong, Yelong Shen, Shuohang Wang, Yadong Lu, Yizhu Jiao, Siru Ouyang, Donghan Yu, Jiawei Han, Weizhu Chen
2024 — conf
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents.
EACL (1)
Simeng Sun, Yang Liu, Shuohang Wang, Dan Iter, Chenguang Zhu, Mohit Iyyer
2024 A* conf
SciAgent: Tool-augmented Language Models for Scientific Reasoning.
EMNLP
Yubo Ma, Zhibin Gou, Junheng Hao, Ruochen Xu, Shuohang Wang, Liangming Pan, Yujiu Yang, Yixin Cao, Aixin Sun
2024 J jnl
SciAgent: Tool-augmented Language Models for Scientific Reasoning.
CoRR
Yubo Ma, Zhibin Gou, Junheng Hao, Ruochen Xu, Shuohang Wang, Liangming Pan, Yujiu Yang, Yixin Cao, Aixin Sun, Hany Hassan Awadalla, Weizhu Chen
2024 J jnl
Self-Exploring Language Models: Active Preference Elicitation for Online Alignment.
CoRR
Shenao Zhang, Donghan Yu, Hiteshi Sharma, Ziyi Yang, Shuohang Wang, Hany Hassan, Zhaoran Wang
2024 — conf
Small Models are Valuable Plug-ins for Large Language Models.
ACL (Findings)
Canwen Xu, Yichong Xu, Shuohang Wang, Yang Liu, Chenguang Zhu, Julian J. McAuley
2024 — conf
Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation.
EMNLP (Findings)
Siru Ouyang, Shuohang Wang, Minhao Jiang, Ming Zhong, Donghan Yu, Jiawei Han, Yelong Shen
2024 J jnl
Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation.
CoRR
Siru Ouyang, Shuohang Wang, Minhao Jiang, Ming Zhong, Donghan Yu, Jiawei Han, Yelong Shen
2023 — conf
APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning.
ACL (1)
Soumya Sanyal, Yichong Xu, Shuohang Wang, Ziyi Yang, Reid Pryzant, Wenhao Yu, Chenguang Zhu, Xiang Ren
2023 — conf
Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models.
EMNLP (Findings)
Zhihan Zhang, Shuohang Wang, Wenhao Yu, Yichong Xu, Dan Iter, Qingkai Zeng, Yang Liu, Chenguang Zhu, Meng Jiang
2023 J jnl
Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models.
CoRR
Zhihan Zhang, Shuohang Wang, Wenhao Yu, Yichong Xu, Dan Iter, Qingkai Zeng, Yang Liu, Chenguang Zhu, Meng Jiang
2023 J jnl
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment.
CoRR
Yang Liu, Dan Iter, Yichong Xu, Shuohang Wang, Ruochen Xu, Chenguang Zhu
2023 A* conf
G-Eval: NLG Evaluation using Gpt-4 with Better Human Alignment.
EMNLP
Yang Liu, Dan Iter, Yichong Xu, Shuohang Wang, Ruochen Xu, Chenguang Zhu
2023 A* conf
Generate rather than Retrieve: Large Language Models are Strong Context Generators.
ICLR
Wenhao Yu, Dan Iter, Shuohang Wang, Yichong Xu, Mingxuan Ju, Soumya Sanyal, Chenguang Zhu, Michael Zeng, Meng Jiang
2023 — conf
In-Context Demonstration Selection with Cross Entropy Difference.
EMNLP (Findings)
Dan Iter, Reid Pryzant, Ruochen Xu, Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu
2023 J jnl
In-Context Demonstration Selection with Cross Entropy Difference.
CoRR
Dan Iter, Reid Pryzant, Ruochen Xu, Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu
2023 — conf
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT.
EMNLP (Findings)
Yichong Xu, Ruochen Xu, Dan Iter, Yang Liu, Shuohang Wang, Chenguang Zhu, Michael Zeng
2023 J jnl
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT.
CoRR
Yichong Xu, Ruochen Xu, Dan Iter, Yang Liu, Shuohang Wang, Chenguang Zhu, Michael Zeng
2023 — conf
LMGQS: A Large-scale Dataset for Query-focused Summarization.
EMNLP (Findings)
Ruochen Xu, Song Wang, Yang Liu, Shuohang Wang, Yichong Xu, Dan Iter, Pengcheng He, Chenguang Zhu, Michael Zeng
2023 J jnl
LMGQS: A Large-scale Dataset for Query-focused Summarization.
CoRR
Ruochen Xu, Song Wang, Yang Liu, Shuohang Wang, Yichong Xu, Dan Iter, Chenguang Zhu, Michael Zeng
2023 J jnl
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents.
CoRR
Simeng Sun, Yang Liu, Shuohang Wang, Chenguang Zhu, Mohit Iyyer
2023 A* conf
Prompting GPT-3 To Be Reliable.
ICLR
Chenglei Si, Zhe Gan, Zhengyuan Yang, Shuohang Wang, Jianfeng Wang, Jordan L. Boyd-Graber, Lijuan Wang
2023 J jnl
Small Models are Valuable Plug-ins for Large Language Models.
CoRR
Canwen Xu, Yichong Xu, Shuohang Wang, Yang Liu, Chenguang Zhu, Julian J. McAuley
2023 A* conf
Sparse Modular Activation for Efficient Sequence Modeling.
NeurIPS
Liliang Ren, Yang Liu, Shuohang Wang, Yichong Xu, Chenguang Zhu, ChengXiang Zhai
2023 J jnl
Sparse Modular Activation for Efficient Sequence Modeling.
CoRR
Liliang Ren, Yang Liu, Shuohang Wang, Yichong Xu, Chenguang Zhu, ChengXiang Zhai
2023 A* conf
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions.
EMNLP
Siru Ouyang, Shuohang Wang, Yang Liu, Ming Zhong, Yizhu Jiao, Dan Iter, Reid Pryzant, Chenguang Zhu, Heng Ji, Jiawei Han
2023 J jnl
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions.
CoRR
Siru Ouyang, Shuohang Wang, Yang Liu, Ming Zhong, Yizhu Jiao, Dan Iter, Reid Pryzant, Chenguang Zhu, Heng Ji, Jiawei Han
2022 J jnl
APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning.
CoRR
Soumya Sanyal, Yichong Xu, Shuohang Wang, Ziyi Yang, Reid Pryzant, Wenhao Yu, Chenguang Zhu, Xiang Ren
2022 — conf
AdaPrompt: Adaptive Model Training for Prompt-based NLP.
EMNLP (Findings)
Yulong Chen, Yang Liu, Li Dong, Shuohang Wang, Chenguang Zhu, Michael Zeng, Yue Zhang
2022 J jnl
AdaPrompt: Adaptive Model Training for Prompt-based NLP.
CoRR
Yulong Chen, Yang Liu, Li Dong, Shuohang Wang, Chenguang Zhu, Michael Zeng, Yue Zhang
2022 A* conf
An Empirical Study of Training End-to-End Vision-and-Language Transformers.
CVPR
Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang, Lijuan Wang, Chenguang Zhu, Pengchuan Zhang, Lu Yuan, Nanyun Peng, Zicheng Liu, Michael Zeng
2022 A* conf
CLIP-Event: Connecting Text and Images with Event Structures.
CVPR
Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
2022 J jnl
CLIP-Event: Connecting Text and Images with Event Structures.
CoRR
Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
2022 — conf
Dict-BERT: Enhancing Language Model Pre-training with Dictionary.
ACL (Findings)
Wenhao Yu, Chenguang Zhu, Yuwei Fang, Donghan Yu, Shuohang Wang, Yichong Xu, Michael Zeng, Meng Jiang
2022 A* conf
Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering.
EMNLP
Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun
2022 J jnl
Empowering Language Models with Knowledge Graph Reasoning for Question Answering.
CoRR
Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun
2022 J jnl
Generate rather than Retrieve: Large Language Models are Strong Context Generators.
CoRR
Wenhao Yu, Dan Iter, Shuohang Wang, Yichong Xu, Mingxuan Ju, Soumya Sanyal, Chenguang Zhu, Michael Zeng, Meng Jiang
2022 A* conf
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention.
IJCAI
Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang
2022 — conf
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering.
ACL (1)
Donghan Yu, Chenguang Zhu, Yuwei Fang, Wenhao Yu, Shuohang Wang, Yichong Xu, Xiang Ren, Yiming Yang, Michael Zeng
2022 A* conf
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners.
NeurIPS
Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji
2022 J jnl
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners.
CoRR
Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji
2022 — conf
Leveraging Knowledge in Multilingual Commonsense Reasoning.
ACL (Findings)
Yuwei Fang, Shuohang Wang, Yichong Xu, Ruochen Xu, Siqi Sun, Chenguang Zhu, Michael Zeng
2022 A* conf
ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation.
EMNLP
Shuohang Wang, Ruochen Xu, Yang Liu, Chenguang Zhu, Michael Zeng
2022 A* conf
Playing Lottery Tickets with Vision and Language.
AAAI
Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu, Lijuan Wang, Zicheng Liu
2022 J jnl
Prompting GPT-3 To Be Reliable.
CoRR
Chenglei Si, Zhe Gan, Zhengyuan Yang, Shuohang Wang, Jianfeng Wang, Jordan L. Boyd-Graber, Lijuan Wang
2022 A* conf
Retrieval Augmentation for Commonsense Reasoning: A Unified Approach.
EMNLP
Wenhao Yu, Chenguang Zhu, Zhihan Zhang, Shuohang Wang, Zhuosheng Zhang, Yuwei Fang, Meng Jiang
2022 J jnl
Retrieval Augmentation for Commonsense Reasoning: A Unified Approach.
CoRR
Wenhao Yu, Chenguang Zhu, Zhihan Zhang, Shuohang Wang, Zhuosheng Zhang, Yuwei Fang, Meng Jiang
2022 — conf
Task Compass: Scaling Multi-task Pre-training with Task Prefix.
EMNLP (Findings)
Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng
2022 J jnl
Task Compass: Scaling Multi-task Pre-training with Task Prefix.
CoRR
Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng
2022 — conf
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data.
ACL (1)
Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng
2022 J jnl
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data.
CoRR
Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng
2021 — conf
Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models.
NeurIPS Datasets and Benchmarks
Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Hassan Awadallah, Bo Li
2021 J jnl
Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models.
CoRR
Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Hassan Awadallah, Bo Li
2021 J jnl
An Empirical Study of Training End-to-End Vision-and-Language Transformers.
CoRR
Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang, Lijuan Wang, Chenguang Zhu, Pengchuan Zhang, Lu Yuan, Nanyun Peng, Zicheng Liu, Michael Zeng
2021 — conf
Cluster-Former: Clustering-based Sparse Transformer for Question Answering.
ACL/IJCNLP (Findings)
Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng, Jingjing Liu
2021 J jnl
Dict-BERT: Enhancing Language Model Pre-training with Dictionary.
CoRR
Wenhao Yu, Chenguang Zhu, Yuwei Fang, Donghan Yu, Shuohang Wang, Yichong Xu, Michael Zeng, Meng Jiang
2021 — conf
EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets.
ACL/IJCNLP (1)
Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Zhangyang Wang, Jingjing Liu
2021 J jnl
EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets.
CoRR
Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Zhangyang Wang, Jingjing Liu
2021 A* conf
FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding.
AAAI
Yuwei Fang, Shuohang Wang, Zhe Gan, Siqi Sun, Jingjing Liu
2021 J jnl
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention.
CoRR
Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang
2021 A* conf
InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective.
ICLR
Boxin Wang, Shuohang Wang, Yu Cheng, Zhe Gan, Ruoxi Jia, Bo Li, Jingjing Liu
2021 J jnl
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering.
CoRR
Donghan Yu, Chenguang Zhu, Yuwei Fang, Wenhao Yu, Shuohang Wang, Yichong Xu, Xiang Ren, Yiming Yang, Michael Zeng
2021 J jnl
Leveraging Knowledge in Multilingual Commonsense Reasoning.
CoRR
Yuwei Fang, Shuohang Wang, Yichong Xu, Ruochen Xu, Siqi Sun, Chenguang Zhu, Michael Zeng
2021 — conf
LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval.
NAACL-HLT
Siqi Sun, Yen-Chun Chen, Linjie Li, Shuohang Wang, Yuwei Fang, Jingjing Liu
2021 J jnl
LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval.
CoRR
Siqi Sun, Yen-Chun Chen, Linjie Li, Shuohang Wang, Yuwei Fang, Jingjing Liu
2021 J jnl
MLP Architectures for Vision-and-Language Modeling: An Empirical Study.
CoRR
Yixin Nie, Linjie Li, Zhe Gan, Shuohang Wang, Chenguang Zhu, Michael Zeng, Zicheng Liu, Mohit Bansal, Lijuan Wang
2021 — conf
NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset.
EMNLP (Findings)
Qiyuan Zhang, Lei Wang, Sicheng Yu, Shuohang Wang, Yang Wang, Jing Jiang, Ee-Peng Lim
2021 J jnl
NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset.
CoRR
Qiyuan Zhang, Lei Wang, Sicheng Yu, Shuohang Wang, Yang Wang, Jing Jiang, Ee-Peng Lim
2021 — conf
On Orthogonality Constraints for Transformers.
ACL/IJCNLP (2)
Aston Zhang, Alvin Chan, Yi Tay, Jie Fu, Shuohang Wang, Shuai Zhang, Huajie Shao, Shuochao Yao, Roy Ka-Wei Lee
2021 J jnl
Playing Lottery Tickets with Vision and Language.
CoRR
Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu
2021 A* conf
The Elastic Lottery Ticket Hypothesis.
NeurIPS
Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Jingjing Liu, Zhangyang Wang
2021 J jnl
The Elastic Lottery Ticket Hypothesis.
CoRR
Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Jingjing Liu, Zhangyang Wang
2021 A* conf
UC2: Universal Cross-Lingual Cross-Modal Vision-and-Language Pre-Training.
CVPR
Mingyang Zhou, Luowei Zhou, Shuohang Wang, Yu Cheng, Linjie Li, Zhou Yu, Jingjing Liu
2021 J jnl
UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training.
CoRR
Mingyang Zhou, Luowei Zhou, Shuohang Wang, Yu Cheng, Linjie Li, Zhou Yu, Jingjing Liu
2021 — conf
Want To Reduce Labeling Cost? GPT-3 Can Help.
EMNLP (Findings)
Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
2021 J jnl
Want To Reduce Labeling Cost? GPT-3 Can Help.
CoRR
Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
2020 J jnl
Accelerating Real-Time Question Answering via Question Generation.
CoRR
Yuwei Fang, Shuohang Wang, Zhe Gan, Siqi Sun, Jingjing Liu
2020 J jnl
Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding.
CoRR
Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng, Jingjing Liu
2020 — conf
Contrastive Distillation on Intermediate Representations for Language Model Compression.
EMNLP (1)
Siqi Sun, Zhe Gan, Yuwei Fang, Yu Cheng, Shuohang Wang, Jingjing Liu
2020 J jnl
Contrastive Distillation on Intermediate Representations for Language Model Compression.
CoRR
Siqi Sun, Zhe Gan, Yu Cheng, Yuwei Fang, Shuohang Wang, Jingjing Liu
2020 J jnl
Counterfactual Variable Control for Robust and Interpretable Question Answering.
CoRR
Sicheng Yu, Yulei Niu, Shuohang Wang, Jing Jiang, Qianru Sun
2020 — conf
Cross-Thought for Sentence Encoder Pre-training.
EMNLP (1)
Shuohang Wang, Yuwei Fang, Siqi Sun, Zhe Gan, Yu Cheng, Jingjing Liu, Jing Jiang
2020 J jnl
Cross-Thought for Sentence Encoder Pre-training.
CoRR
Shuohang Wang, Yuwei Fang, Siqi Sun, Zhe Gan, Yu Cheng, Jing Jiang, Jingjing Liu
2020 J jnl
FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding.
CoRR
Yuwei Fang, Shuohang Wang, Zhe Gan, Siqi Sun, Jingjing Liu
2020 — conf
Hierarchical Graph Network for Multi-hop Question Answering.
EMNLP (1)
Yuwei Fang, Siqi Sun, Zhe Gan, Rohit Pillai, Shuohang Wang, Jingjing Liu
2020 J jnl
InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective.
CoRR
Boxin Wang, Shuohang Wang, Yu Cheng, Zhe Gan, Ruoxi Jia, Bo Li, Jingjing Liu
2020 — conf
Multi-Fact Correction in Abstractive Text Summarization.
EMNLP (1)
Yue Dong, Shuohang Wang, Zhe Gan, Yu Cheng, Jackie Chi Kit Cheung, Jingjing Liu
2020 J jnl
Multi-Fact Correction in Abstractive Text Summarization.
CoRR
Yue Dong, Shuohang Wang, Zhe Gan, Yu Cheng, Jackie Chi Kit Cheung, Jingjing Liu
2020 A* conf
Multi-Level Head-Wise Match and Aggregation in Transformer for Textual Sequence Matching.
AAAI
Shuohang Wang, Yunshi Lan, Yi Tay, Jing Jiang, Jingjing Liu
2020 J jnl
Multi-level Head-wise Match and Aggregation in Transformer for Textual Sequence Matching.
CoRR
Shuohang Wang, Yunshi Lan, Yi Tay, Jing Jiang, Jingjing Liu
2020 — conf
T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack.
EMNLP (1)
Boxin Wang, Hengzhi Pei, Boyuan Pan, Qian Chen, Shuohang Wang, Bo Li
2019 A* conf
Compositional De-Attention Networks.
NeurIPS
Yi Tay, Anh Tuan Luu, Aston Zhang, Shuohang Wang, Siu Cheung Hui
2019 J jnl
Hierarchical Graph Network for Multi-hop Question Answering.
CoRR
Yuwei Fang, Siqi Sun, Zhe Gan, Rohit Pillai, Shuohang Wang, Jingjing Liu
2019 J jnl
Knowledge Base Question Answering With a Matching-Aggregation Model and Question-Specific Contextual Relations.
IEEE ACM Trans. Audio Speech Lang. Process.
Yunshi Lan, Shuohang Wang, Jing Jiang
2019 A* conf
Knowledge Base Question Answering with Topic Units.
IJCAI
Yunshi Lan, Shuohang Wang, Jing Jiang
2019 — conf
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks.
ACL (1)
Yi Tay, Aston Zhang, Anh Tuan Luu, Jinfeng Rao, Shuai Zhang, Shuohang Wang, Jie Fu, Siu Cheung Hui
2019 J jnl
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks.
CoRR
Yi Tay, Aston Zhang, Luu Anh Tuan, Jinfeng Rao, Shuai Zhang, Shuohang Wang, Jie Fu, Siu Cheung Hui
2019 A* conf
Multi-hop Knowledge Base Question Answering with an Iterative Sequence Matching Model.
ICDM
Yunshi Lan, Shuohang Wang, Jing Jiang
2019 — conf
Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives.
ACL (1)
Yi Tay, Shuohang Wang, Anh Tuan Luu, Jie Fu, Minh C. Phan, Xingdi Yuan, Jinfeng Rao, Siu Cheung Hui, Aston Zhang
2019 J jnl
Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives.
CoRR
Yi Tay, Shuohang Wang, Luu Anh Tuan, Jie Fu, Minh C. Phan, Xingdi Yuan, Jinfeng Rao, Siu Cheung Hui, Aston Zhang
2019 — conf
Unsupervised Deep Structured Semantic Models for Commonsense Reasoning.
NAACL-HLT (1)
Shuohang Wang, Sheng Zhang, Yelong Shen, Xiaodong Liu, Jingjing Liu, Jianfeng Gao, Jing Jiang
2019 J jnl
Unsupervised Deep Structured Semantic Models for Commonsense Reasoning.
CoRR
Shuohang Wang, Sheng Zhang, Yelong Shen, Xiaodong Liu, Jingjing Liu, Jianfeng Gao, Jing Jiang
2019 J jnl
What does BERT Learn from Multiple-Choice Reading Comprehension Datasets?
CoRR
Chenglei Si, Shuohang Wang, Min-Yen Kan, Jing Jiang
2018 — conf
A Co-Matching Model for Multi-choice Reading Comprehension.
ACL (2)
Shuohang Wang, Mo Yu, Jing Jiang, Shiyu Chang
2018 J jnl
A Co-Matching Model for Multi-choice Reading Comprehension.
CoRR
Shuohang Wang, Mo Yu, Shiyu Chang, Jing Jiang
2018 — conf
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering.
ICLR (Poster)
Shuohang Wang, Mo Yu, Jing Jiang, Wei Zhang, Xiaoxiao Guo, Shiyu Chang, Zhiguo Wang, Tim Klinger, Gerald Tesauro, Murray Campbell
2018 A* conf
R
AAAI
Shuohang Wang, Mo Yu, Xiaoxiao Guo, Zhiguo Wang, Tim Klinger, Wei Zhang, Shiyu Chang, Gerry Tesauro, Bowen Zhou, Jing Jiang
2017 — conf
A Compare-Aggregate Model for Matching Text Sequences.
ICLR (Poster)
Shuohang Wang, Jing Jiang
2017 J jnl
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering.
CoRR
Shuohang Wang, Mo Yu, Jing Jiang, Wei Zhang, Xiaoxiao Guo, Shiyu Chang, Zhiguo Wang, Tim Klinger, Gerald Tesauro, Murray Campbell
2017 — conf
Machine Comprehension Using Match-LSTM and Answer Pointer.
ICLR (Poster)
Shuohang Wang, Jing Jiang
2017 J jnl
R
CoRR
Shuohang Wang, Mo Yu, Xiaoxiao Guo, Zhiguo Wang, Tim Klinger, Wei Zhang, Shiyu Chang, Gerald Tesauro, Bowen Zhou, Jing Jiang
2016 J jnl
A Compare-Aggregate Model for Matching Text Sequences.
CoRR
Shuohang Wang, Jing Jiang
2016 — conf
Learning Natural Language Inference with LSTM.
HLT-NAACL
Shuohang Wang, Jing Jiang
2016 J jnl
Machine Comprehension Using Match-LSTM and Answer Pointer.
CoRR
Shuohang Wang, Jing Jiang
2015 J jnl
Learning Natural Language Inference with LSTM.
CoRR
Shuohang Wang, Jing Jiang