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Simeng Sun

20 papers · 2019–2025 · 7 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+9 more ↓ πŸ—ΊοΈ Taxonomy Completionist (39) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
πŸ† Keyword Champion (3) 🧭 Keyword Pioneer 🧬 Topic Evolution 🀝 Dynamic Duo (11) πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze ⚑ Prolific Year Β· Productive πŸ—ƒοΈ Keyword Collector (100) ❓ The Questioner (5)

Venues

EMNLP (5) NAACL (5) ACL (4) EACL (3) AAAI (1) ECCV (1) ICLR (1)

Top co-authors

Mohit Iyyer (11) Cheng-Ping Hsieh (3) Zhizheng Zhang (2) Chau Minh Pham (2) Ani Nenkova (2) James Cross (2) Zhibo Chen (2) Chenguang Zhu (2) Dan Iter (2) Yang Liu (2)

Research topics

Natural Language Processing (16) Artificial Intelligence (10) Deep Learning (9) Resources & Methods (9) Machine Learning (8) Core AI (7) Generation (7) Applications (6) Architectures (6) Core Methods (5) Learning Paradigms (3) Learning Types (3) Models (3) Optimization & Theory (2) Techniques (2)

Keywords

language model (4) transformer architecture (3) attention mechanism (3) long-range context (3) large language model (3) neural machine translation (2) positive transfer (2) multilingual machine translation (2) image restoration (1) topic modeling (1) transfer learning (1) catastrophic forgetting (1) text generation (1) language modeling (1) prompt engineering (1) question answering (1) self-attention mechanism (1) summarization evaluation (1) context understanding (1) language model evaluation (1)

Papers

How much do contextualized representations encode long-range context? NAACL 2025 nGPT: Normalized Transformer with Representation Learning on the Hypersphere ICLR 2025 SWAN: An Efficient and Scalable Approach for Long-Context Language Modeling EMNLP 2025 How Does In-Context Learning Help Prompt Tuning? EACL 2024 PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents EACL 2024 Suri: Multi-constraint Instruction Following in Long-form Text Generation EMNLP 2024 TopicGPT: A Prompt-based Topic Modeling Framework NAACL 2024 Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages EACL 2023 Alternative Input Signals Ease Transfer in Multilingual Machine Translation ACL 2022 ChapterBreak: A Challenge Dataset for Long-Range Language Models NAACL 2022 How Much Do Modifications to Transformer Language Models Affect Their Ability to Learn Linguistic Knowledge? ACL 2022 Image Coding for Machines with Omnipotent Feature Learning ECCV 2022 Do Long-Range Language Models Actually Use Long-Range Context? EMNLP 2021 Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models ACL 2021 IGA: An Intent-Guided Authoring Assistant EMNLP 2021 Learning Omni-Frequency Region-adaptive Representations for Real Image Super-Resolution AAAI 2021 Revisiting Simple Neural Probabilistic Language Models NAACL 2021 Hard-Coded Gaussian Attention for Neural Machine Translation ACL 2020 How to Compare Summarizers without Target Length? Pitfalls, Solutions and Re-Examination of the Neural Summarization Literature NAACL 2019 The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization EMNLP 2019