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Simeng Sun
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2020 – today
- 2024
- [c19]Simeng Sun, Yang Liu, Dan Iter, Chenguang Zhu, Mohit Iyyer:
How Does In-Context Learning Help Prompt Tuning? EACL (Findings) 2024: 156-165 - [c18]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: 469-486 - [c17]Chau Pham, Simeng Sun, Mohit Iyyer:
Suri: Multi-constraint Instruction Following in Long-form Text Generation. EMNLP (Findings) 2024: 1722-1753 - [c16]Chau Pham, Alexander Miserlis Hoyle, Simeng Sun, Philip Resnik, Mohit Iyyer:
TopicGPT: A Prompt-based Topic Modeling Framework. NAACL-HLT 2024: 2956-2984 - [i22]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 abs/2404.06654 (2024) - [i21]Chau Minh Pham, Simeng Sun, Mohit Iyyer:
Suri: Multi-constraint Instruction Following for Long-form Text Generation. CoRR abs/2406.19371 (2024) - [i20]Ilya Loshchilov, Cheng-Ping Hsieh, Simeng Sun, Boris Ginsburg:
nGPT: Normalized Transformer with Representation Learning on the Hypersphere. CoRR abs/2410.01131 (2024) - [i19]Simeng Sun, Cheng-Ping Hsieh:
How much do contextualized representations encode long-range context? CoRR abs/2410.12292 (2024) - 2023
- [j4]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: 103816 (2023) - [j3]Simeng Sun
GraphIQA: Learning Distortion Graph Representations for Blind Image Quality Assessment. IEEE Trans. Multim. 25: 2912-2925 (2023) - [c15]Simeng Sun, Maha Elbayad, Anna Y. Sun, James Cross:
Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages. EACL 2023: 1505-1519 - [i18]Simeng Sun, Maha Elbayad, Anna Y. Sun, James Cross:
Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages. CoRR abs/2302.03528 (2023) - [i17]Simeng Sun, Yang Liu, Dan Iter, Chenguang Zhu, Mohit Iyyer:
How Does In-Context Learning Help Prompt Tuning? CoRR abs/2302.11521 (2023) - [i16]Simeng Sun, Yang Liu, Shuohang Wang, Chenguang Zhu, Mohit Iyyer:
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents. CoRR abs/2305.14564 (2023) - [i15]Simeng Sun, Dhawal Gupta, Mohit Iyyer:
Exploring the impact of low-rank adaptation on the performance, efficiency, and regularization of RLHF. CoRR abs/2309.09055 (2023) - [i14]Chau Minh Pham, Alexander Miserlis Hoyle, Simeng Sun, Mohit Iyyer:
TopicGPT: A Prompt-based Topic Modeling Framework. CoRR abs/2311.01449 (2023) - 2022
- [c14]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: 5291-5305 - [c13]Simeng Sun, Brian Dillon, Mohit Iyyer:
How Much Do Modifications to Transformer Language Models Affect Their Ability to Learn Linguistic Knowledge? Insights@ACL 2022: 46-53 - [c12]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: 510-528 - [c11]Simeng Sun, Katherine Thai, Mohit Iyyer:
ChapterBreak: A Challenge Dataset for Long-Range Language Models. NAACL-HLT 2022: 3704-3714 - [i13]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 abs/2201.10162 (2022) - [i12]Simeng Sun, Katherine Thai, Mohit Iyyer:
ChapterBreak: A Challenge Dataset for Long-Range Language Models. CoRR abs/2204.10878 (2022) - [i11]Ruoyu Feng, Xin Jin, Zongyu Guo, Runsen Feng, Yixin Gao, Tianyu He
Image Coding for Machines with Omnipotent Feature Learning. CoRR abs/2207.01932 (2022) - 2021
- [j2]Simeng Sun
Semantic Structured Image Coding Framework for Multiple Intelligent Applications. IEEE Trans. Circuits Syst. Video Technol. 31(9): 3631-3642 (2021) - [c10]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: 1975-1983 - [c9]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: 4528-4537 - [c8]Simeng Sun, Kalpesh Krishna, Andrew Mattarella-Micke, Mohit Iyyer:
Do Long-Range Language Models Actually Use Long-Range Context? EMNLP (1) 2021: 807-822 - [c7]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: 5972-5985 - [c6]Simeng Sun, Mohit Iyyer:
Revisiting Simple Neural Probabilistic Language Models. NAACL-HLT 2021: 5181-5188 - [i10]Simeng Sun, Tao Yu, Jiahua Xu, Jianxin Lin, Wei Zhou, Zhibo Chen:
GraphIQA: Learning Distortion Graph Representations for Blind Image Quality Assessment. CoRR abs/2103.07666 (2021) - [i9]Simeng Sun, Mohit Iyyer:
Revisiting Simple Neural Probabilistic Language Models. CoRR abs/2104.03474 (2021) - [i8]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 abs/2104.07000 (2021) - [i7]Simeng Sun, Kalpesh Krishna, Andrew Mattarella-Micke, Mohit Iyyer:
Do Long-Range Language Models Actually Use Long-Range Context? CoRR abs/2109.09115 (2021) - [i6]Simeng Sun, Angela Fan, James Cross, Vishrav Chaudhary, Chau Tran, Philipp Koehn, Francisco Guzmán:
Alternative Input Signals Ease Transfer in Multilingual Machine Translation. CoRR abs/2110.07804 (2021) - 2020
- [c5]Weiqiu You, Simeng Sun, Mohit Iyyer:
Hard-Coded Gaussian Attention for Neural Machine Translation. ACL 2020: 7689-7700 - [c4]Xin Li, Simeng Sun, Zhizheng Zhang, Zhibo Chen:
Multi-scale Grouped Dense Network for VVC Intra Coding. CVPR Workshops 2020: 615-618 - [i5]Weiqiu You, Simeng Sun, Mohit Iyyer:
Hard-Coded Gaussian Attention for Neural Machine Translation. CoRR abs/2005.00742 (2020) - [i4]Xin Li, Simeng Sun, Zhizheng Zhang, Zhibo Chen:
Multi-scale Grouped Dense Network for VVC Intra Coding. CoRR abs/2005.07896 (2020) - [i3]Subhajit Naskar, Amirmohammad Rooshenas, Simeng Sun, Mohit Iyyer, Andrew McCallum:
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models. CoRR abs/2009.13267 (2020) - [i2]Zongyu Guo, Zhizheng Zhang, Runsen Feng, Simeng Sun, Zhibo Chen:
Latent-Separated Global Prediction for Learned Image Compression. CoRR abs/2011.09704 (2020) - [i1]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 abs/2012.06131 (2020)
2010 – 2019
- 2019
- [j1]Libo Feng
System architecture for high-performance permissioned blockchains. Frontiers Comput. Sci. 13(6): 1151-1165 (2019) - [c3]Simeng Sun, Ani Nenkova:
The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization. EMNLP/IJCNLP (1) 2019: 1216-1221 - [c2]Tianyu He
Beyond Coding: Detection-driven Image Compression with Semantically Structured Bit-stream. PCS 2019: 1-5 - 2017
- [c1]Simeng Sun, Hui Zhang, Ning Li, Yong Chen:
Name Disambiguation for Chinese Scientific Authors with Multi-Level Clustering. CSE/EUC (1) 2017: 176-182
Coauthor Index
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