Simeng Sun

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 42

Top Topics

Machine Translation

Blind Image Quality Assessment

Top Venues

Publications

Chau Minh Pham, Simeng Sun, Mohit Iyyer
Suri: Multi-constraint Instruction Following for Long-form Text Generation. CoRR (2024)
Cheng-Ping Hsieh, Simeng Sun, Samuel Kriman, Shantanu Acharya, Dima Rekesh, Fei Jia, Yang Zhang, Boris Ginsburg
RULER: What's the Real Context Size of Your Long-Context Language Models? CoRR (2024)
Simeng Sun, Yang Liu, Dan Iter, Chenguang Zhu, Mohit Iyyer
How Does In-Context Learning Help Prompt Tuning? EACL (Findings) (2024)
Simeng Sun, Yang Liu, Shuohang Wang, Dan Iter, Chenguang Zhu, Mohit Iyyer
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents. EACL (1) (2024)
Chau Pham, Alexander Miserlis Hoyle, Simeng Sun, Philip Resnik, Mohit Iyyer
TopicGPT: A Prompt-based Topic Modeling Framework. NAACL-HLT (2024)
Chau Minh Pham, Alexander Hoyle, Simeng Sun, Mohit Iyyer
TopicGPT: A Prompt-based Topic Modeling Framework. CoRR (2023)
Simeng Sun, Dhawal Gupta, Mohit Iyyer
Exploring the impact of low-rank adaptation on the performance, efficiency, and regularization of RLHF. CoRR (2023)
Simeng Sun, Maha Elbayad, Anna Sun, James Cross
Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages. CoRR (2023)
Simeng Sun, Tao Yu, Jiahua Xu, Wei Zhou, Zhibo Chen
GraphIQA: Learning Distortion Graph Representations for Blind Image Quality Assessment. IEEE Trans. Multim. 25 (2023)
Simeng Sun, Maha Elbayad, Anna Sun, James Cross
Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages. EACL (2023)
Simeng Sun, Yang Liu, Dan Iter, Chenguang Zhu, Mohit Iyyer
How Does In-Context Learning Help Prompt Tuning? CoRR (2023)
Simeng Sun, Yang Liu, Shuohang Wang, Chenguang Zhu, Mohit Iyyer
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents. CoRR (2023)
Xin Jin, Ruoyu Feng, Simeng Sun, Runsen Feng, Tianyu He, Zhibo Chen
Semantical video coding: Instill static-dynamic clues into structured bitstream for AI tasks. J. Vis. Commun. Image Represent. 93 (2023)
Simeng Sun, Katherine Thai, Mohit Iyyer
ChapterBreak: A Challenge Dataset for Long-Range Language Models. NAACL-HLT (2022)
Xin Jin, Ruoyu Feng, Simeng Sun, Runsen Feng, Tianyu He, Zhibo Chen
Semantically Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks. CoRR (2022)
Ruoyu Feng, Xin Jin, Zongyu Guo, Runsen Feng, Yixin Gao, Tianyu He, Zhizheng Zhang, Simeng Sun, Zhibo Chen
Image Coding for Machines with Omnipotent Feature Learning. CoRR (2022)
Ruoyu Feng, Xin Jin, Zongyu Guo, Runsen Feng, Yixin Gao, Tianyu He, Zhizheng Zhang, Simeng Sun, Zhibo Chen
Image Coding for Machines with Omnipotent Feature Learning. ECCV (37) (2022)
Simeng Sun, Brian Dillon, Mohit Iyyer
How Much Do Modifications to Transformer Language Models Affect Their Ability to Learn Linguistic Knowledge? Insights@ACL (2022)
Simeng Sun, Angela Fan, James Cross, Vishrav Chaudhary, Chau Tran, Philipp Koehn, Francisco Guzmán
Alternative Input Signals Ease Transfer in Multilingual Machine Translation. ACL (1) (2022)
Simeng Sun, Katherine Thai, Mohit Iyyer
ChapterBreak: A Challenge Dataset for Long-Range Language Models. CoRR (2022)
Simeng Sun, Mohit Iyyer
Revisiting Simple Neural Probabilistic Language Models. NAACL-HLT (2021)
Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad I. Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer
IGA : An Intent-Guided Authoring Assistant. CoRR (2021)
Simeng Sun, Angela Fan, James Cross, Vishrav Chaudhary, Chau Tran, Philipp Koehn, Francisco Guzmán
Alternative Input Signals Ease Transfer in Multilingual Machine Translation. CoRR (2021)
Xin Li, Xin Jin, Tao Yu, Simeng Sun, Yingxue Pang, Zhizheng Zhang, Zhibo Chen
Learning Omni-Frequency Region-adaptive Representations for Real Image Super-Resolution. AAAI (2021)
Simeng Sun, Mohit Iyyer
Revisiting Simple Neural Probabilistic Language Models. CoRR (2021)
Simeng Sun, Kalpesh Krishna, Andrew Mattarella-Micke, Mohit Iyyer
Do Long-Range Language Models Actually Use Long-Range Context? EMNLP (1) (2021)
Sumanta Bhattacharyya, Amirmohammad Rooshenas, Subhajit Naskar, Simeng Sun, Mohit Iyyer, Andrew McCallum
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models. ACL/IJCNLP (1) (2021)
Simeng Sun, Tao Yu, Jiahua Xu, Jianxin Lin, Wei Zhou, Zhibo Chen
GraphIQA: Learning Distortion Graph Representations for Blind Image Quality Assessment. CoRR (2021)
Simeng Sun, Tianyu He, Zhibo Chen
Semantic Structured Image Coding Framework for Multiple Intelligent Applications. IEEE Trans. Circuits Syst. Video Technol. 31 (9) (2021)
Simeng Sun, Kalpesh Krishna, Andrew Mattarella-Micke, Mohit Iyyer
Do Long-Range Language Models Actually Use Long-Range Context? CoRR (2021)
Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad I. Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer
IGA: An Intent-Guided Authoring Assistant. EMNLP (1) (2021)
Xin Li, Xin Jin, Tao Yu, Yingxue Pang, Simeng Sun, Zhizheng Zhang, Zhibo Chen
Learning Omni-frequency Region-adaptive Representations for Real Image Super-Resolution. CoRR (2020)
Xin Li, Simeng Sun, Zhizheng Zhang, Zhibo Chen
Multi-scale Grouped Dense Network for VVC Intra Coding. CoRR (2020)
Subhajit Naskar, Amirmohammad Rooshenas, Simeng Sun, Mohit Iyyer, Andrew McCallum
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models. CoRR (2020)
Weiqiu You, Simeng Sun, Mohit Iyyer
Hard-Coded Gaussian Attention for Neural Machine Translation. CoRR (2020)
Weiqiu You, Simeng Sun, Mohit Iyyer
Hard-Coded Gaussian Attention for Neural Machine Translation. ACL (2020)
Zongyu Guo, Zhizheng Zhang, Runsen Feng, Simeng Sun, Zhibo Chen
Latent-Separated Global Prediction for Learned Image Compression. CoRR (2020)
Xin Li, Simeng Sun, Zhizheng Zhang, Zhibo Chen
Multi-scale Grouped Dense Network for VVC Intra Coding. CVPR Workshops (2020)
Tianyu He, Simeng Sun, Zongyu Guo, Zhibo Chen
Beyond Coding: Detection-driven Image Compression with Semantically Structured Bit-stream. PCS (2019)
Simeng Sun, Ani Nenkova
The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization. EMNLP/IJCNLP (1) (2019)
Libo Feng, Hui Zhang, Wei-Tek Tsai, Simeng Sun
System architecture for high-performance permissioned blockchains. Frontiers Comput. Sci. 13 (6) (2019)
Simeng Sun, Hui Zhang, Ning Li, Yong Chen
Name Disambiguation for Chinese Scientific Authors with Multi-Level Clustering. CSE/EUC (1) (2017)