Xinying Song

8 papers · 2008–2024 · 4 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) 🏃 Academic Marathon (16) 🐝 Cross-Pollinator (5) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (20) 🧭 Keyword Pioneer 🏆 Keyword Champion 📈 Trend Setter

Conferences

ACL (2) EMNLP (2) ICLR (2) NIPS (2)

Top co-authors

Denny Zhou (4) Jie Huang (2) Xinyun Chen (2) Ekin Akyürek (1) Dave Dopson (1) Nathan Hu (1) Jianfeng Gao (1) Yifeng Lu (1) Lin Xiao (1) Li Deng (1)

Keywords

model compression (1) latent dirichlet allocation (1) fact verification (1) conversational ai (1) factuality evaluation (1) text generation (1) language model evaluation (1) computational efficiency (1) algorithm optimization (1) mirror descent (1) deep architecture (1) topic model (1) long-form factuality (1) search-augmented evaluation (1) automated evaluation (1) model optimization (1) masked language modeling (1) latency optimization (1) trie data structure (1) text preprocessing (1)

Papers

Long-form factuality in large language models NIPS 2024

Large Language Models Cannot Self-Correct Reasoning Yet ICLR 2024

Compositional Semantic Parsing with Large Language Models ICLR 2023

An Efficient Conversational Smart Compose System ACL 2023

Token Dropping for Efficient BERT Pretraining ACL 2022

Fast WordPiece Tokenization EMNLP 2021

End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture NIPS 2015

Better Binarization for the CKY Parsing EMNLP 2008