Simeng Sun

According to our database, Simeng Sun authored at least 34 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

How much do contextualized representations encode long-range context?

Simeng Sun, Cheng-Ping Hsieh

CoRR, 2024

nGPT: Normalized Transformer with Representation Learning on the Hypersphere.

Ilya Loshchilov, Cheng-Ping Hsieh, Simeng Sun, Boris Ginsburg

CoRR, 2024

Suri: Multi-constraint Instruction Following for Long-form Text Generation.

Chau Minh Pham, Simeng Sun, Mohit Iyyer

CoRR, 2024

RULER: What's the Real Context Size of Your Long-Context Language Models?

Cheng-Ping Hsieh, Simeng Sun, Samuel Kriman, Shantanu Acharya, Dima Rekesh, Fei Jia, Yang Zhang, Boris Ginsburg

CoRR, 2024

TopicGPT: A Prompt-based Topic Modeling Framework.

Chau Pham, Alexander Miserlis Hoyle, Simeng Sun, Philip Resnik, Mohit Iyyer

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Suri: Multi-constraint Instruction Following in Long-form Text Generation.

Chau Pham, Simeng Sun, Mohit Iyyer

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents.

Simeng Sun, Yang Liu, Shuohang Wang, Dan Iter, Chenguang Zhu, Mohit Iyyer

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

How Does In-Context Learning Help Prompt Tuning?

Simeng Sun, Yang Liu, Dan Iter, Chenguang Zhu, Mohit Iyyer

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

2023

Semantical video coding: Instill static-dynamic clues into structured bitstream for AI tasks.

Xin Jin, Ruoyu Feng, Simeng Sun, Runsen Feng, Tianyu He, Zhibo Chen

J. Vis. Commun. Image Represent., May, 2023

GraphIQA: Learning Distortion Graph Representations for Blind Image Quality Assessment.

Simeng Sun, Tao Yu, Jiahua Xu, Wei Zhou, Zhibo Chen

IEEE Trans. Multim., 2023

TopicGPT: A Prompt-based Topic Modeling Framework.

Chau Minh Pham, Alexander Miserlis Hoyle, Simeng Sun, Mohit Iyyer

CoRR, 2023

Exploring the impact of low-rank adaptation on the performance, efficiency, and regularization of RLHF.

Simeng Sun, Dhawal Gupta, Mohit Iyyer

CoRR, 2023

PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents.

Simeng Sun, Yang Liu, Shuohang Wang, Chenguang Zhu, Mohit Iyyer

CoRR, 2023

Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages.

Simeng Sun, Maha Elbayad, Anna Y. Sun, James Cross

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022

Semantically Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks.

Xin Jin, Ruoyu Feng, Simeng Sun, Runsen Feng, Tianyu He, Zhibo Chen

CoRR, 2022

ChapterBreak: A Challenge Dataset for Long-Range Language Models.

Simeng Sun, Katherine Thai, Mohit Iyyer

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Image Coding for Machines with Omnipotent Feature Learning.

Ruoyu Feng, Xin Jin, Zongyu Guo, Runsen Feng, Yixin Gao, Tianyu He, Zhizheng Zhang, Simeng Sun, Zhibo Chen

Proceedings of the Computer Vision - ECCV 2022, 2022

Alternative Input Signals Ease Transfer in Multilingual Machine Translation.

Simeng Sun, Angela Fan, James Cross, Vishrav Chaudhary, Chau Tran, Philipp Koehn, Francisco Guzmán

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

How Much Do Modifications to Transformer Language Models Affect Their Ability to Learn Linguistic Knowledge?

Simeng Sun, Brian Dillon, Mohit Iyyer

Proceedings of the Third Workshop on Insights from Negative Results in NLP, 2022

2021

Semantic Structured Image Coding Framework for Multiple Intelligent Applications.

Simeng Sun, Tianyu He, Zhibo Chen

IEEE Trans. Circuits Syst. Video Technol., 2021

GraphIQA: Learning Distortion Graph Representations for Blind Image Quality Assessment.

Simeng Sun, Tao Yu, Jiahua Xu, Jianxin Lin, Wei Zhou, Zhibo Chen

CoRR, 2021

Revisiting Simple Neural Probabilistic Language Models.

Simeng Sun, Mohit Iyyer

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

IGA: An Intent-Guided Authoring Assistant.

Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad I. Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Do Long-Range Language Models Actually Use Long-Range Context?

Simeng Sun, Kalpesh Krishna, Andrew Mattarella-Micke, Mohit Iyyer

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models.

Sumanta Bhattacharyya, Amirmohammad Rooshenas, Subhajit Naskar, Simeng Sun, Mohit Iyyer, Andrew McCallum

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Learning Omni-Frequency Region-adaptive Representations for Real Image Super-Resolution.

Xin Li, Xin Jin, Tao Yu, Simeng Sun, Yingxue Pang, Zhizheng Zhang, Zhibo Chen

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Latent-Separated Global Prediction for Learned Image Compression.

Zongyu Guo, Zhizheng Zhang, Runsen Feng, Simeng Sun, Zhibo Chen

CoRR, 2020

Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models.

Subhajit Naskar, Amirmohammad Rooshenas, Simeng Sun, Mohit Iyyer, Andrew McCallum

CoRR, 2020

Multi-scale Grouped Dense Network for VVC Intra Coding.

Xin Li, Simeng Sun, Zhizheng Zhang, Zhibo Chen

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Hard-Coded Gaussian Attention for Neural Machine Translation.

Weiqiu You, Simeng Sun, Mohit Iyyer

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

System architecture for high-performance permissioned blockchains.

Libo Feng, Hui Zhang, Wei-Tek Tsai, Simeng Sun

Frontiers Comput. Sci., 2019

Beyond Coding: Detection-driven Image Compression with Semantically Structured Bit-stream.

Tianyu He, Simeng Sun, Zongyu Guo, Zhibo Chen

Proceedings of the Picture Coding Symposium, 2019

The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization.

Simeng Sun, Ani Nenkova

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2017

Name Disambiguation for Chinese Scientific Authors with Multi-Level Clustering.

Simeng Sun, Hui Zhang, Ning Li, Yong Chen

Proceedings of the 2017 IEEE International Conference on Computational Science and Engineering, 2017