Simeng Sun
22 papers · 2019–2025 · 8 conferences · across top CS/AI conferences
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Conferences
EMNLP (5)
NAACL (5)
ACL (4)
EACL (3)
IJCNLP (2)
AAAI (1)
ECCV (1)
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Keywords
language model
(4)
transformer architecture
(3)
large language model
(3)
neural machine translation
(3)
long-range context
(3)
summarization evaluation
(2)
elmo embedding
(2)
reference-based evaluation
(2)
positive transfer
(2)
text embedding
(2)
distributed representation
(2)
bleu score
(2)
attention mechanism
(2)
multilingual machine translation
(2)
maximum likelihood estimation
(2)
energy-based model
(2)
document understanding
(1)
language modeling
(1)
text generation
(1)
image restoration
(1)
Papers
How much do contextualized representations encode long-range context?
NAACL 2025
SWAN: An Efficient and Scalable Approach for Long-Context Language Modeling
EMNLP 2025
nGPT: Normalized Transformer with Representation Learning on the Hypersphere
ICLR 2025
Suri: Multi-constraint Instruction Following in Long-form Text Generation
EMNLP 2024
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents
EACL 2024
How Does In-Context Learning Help Prompt Tuning?
EACL 2024
TopicGPT: A Prompt-based Topic Modeling Framework
NAACL 2024
Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages
EACL 2023
ChapterBreak: A Challenge Dataset for Long-Range Language Models
NAACL 2022
Image Coding for Machines with Omnipotent Feature Learning
ECCV 2022
How Much Do Modifications to Transformer Language Models Affect Their Ability to Learn Linguistic Knowledge?
ACL 2022
Alternative Input Signals Ease Transfer in Multilingual Machine Translation
ACL 2022
IGA: An Intent-Guided Authoring Assistant
EMNLP 2021
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models
ACL 2021
Do Long-Range Language Models Actually Use Long-Range Context?
EMNLP 2021
Learning Omni-Frequency Region-adaptive Representations for Real Image Super-Resolution
AAAI 2021
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models
IJCNLP 2021
Revisiting Simple Neural Probabilistic Language Models
NAACL 2021
Hard-Coded Gaussian Attention for Neural Machine Translation
ACL 2020
The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization
IJCNLP 2019
The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization
EMNLP 2019
How to Compare Summarizers without Target Length? Pitfalls, Solutions and Re-Examination of the Neural Summarization Literature
NAACL 2019