Song Xu

6 papers · 2020–2022 · 4 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 🏆 Keyword Champion

🧭 Keyword Pioneer

Venues

EMNLP (3) AAAI (1) ACL (1) COLING (1)

Top co-authors

Xiaodong He (6) Haoran Li (6) Youzheng Wu (6) Peng Yuan (6) Bowen Zhou (5) Yujia Wang (2) Ying Liu (1)

Research topics

Deep Learning (5) Artificial Intelligence (4) Machine Learning (4) Natural Language Processing (4) Generation (4) Core AI (3) Architectures (2) Core Methods (2) Models (2) Techniques (2) Computer Science (1) Application Areas (1) Applications (1) Learning Paradigms (1) Learning Types (1)

Keywords

abstractive summarization (3) product summarization (2) copy mechanism (2) text generation (2) text summarization (2) pre-trained language model (2) natural language understanding (1) graph centrality (1) knowledge graph (1) denoising autoencoder (1) encoder-decoder architecture (1) dialogue system (1) domain-specific knowledge (1) knowledge injection (1) visual information (1) entity representation (1) encoder-decoder transformer (1) product description (1) multimodal summarization (1) transformer model (1)

Papers

PRINCE: Prefix-Masked Decoding for Knowledge Enhanced Sequence-to-Sequence Pre-Training EMNLP 2022 K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce EMNLP 2021 Learn to Copy from the Copying History: Correlational Copy Network for Abstractive Summarization EMNLP 2021 Aspect-Aware Multimodal Summarization for Chinese E-Commerce Products AAAI 2020 On the Faithfulness for E-commerce Product Summarization COLING 2020 Self-Attention Guided Copy Mechanism for Abstractive Summarization ACL 2020