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Steve Yuan

5 papers · 2018–2020 · 3 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 · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Venues

ACL (3) EMNLP (1) IJCAI (1)

Top co-authors

Yinfei Yang (5) Brian Strope (5) Ray Kurzweil (5) Daniel Cer (5) Yun-Hsuan Sung (3) Noah Constant (3) Chris Tar (2) Gustavo Hernandez Abrego (2) Mandy Guo (2) Sheng-yi Kong (2)

Research topics

Machine Learning (5) Natural Language Processing (4) Core Methods (4) Artificial Intelligence (3) Deep Learning (3) Applications (2) Core AI (2) Generation (2) Learning Types · Deep Learning (2) Learning Types · Machine Learning (2) Models (2) Resources & Methods (2) Learning Paradigms (1)

Keywords

semantic similarity (3) sentence embedding (3) multilingual sentence embedding (2) transfer learning (2) dual encoder (2) multi-task training (2) semantic retrieval (1) parallel data (1) multilingual embedding (1) sentence retrieval (1) cross-lingual retrieval (1) bitext retrieval (1) semantic textual similarity (1) dual-encoder model (1) additive margin softmax (1) unsupervised model (1) conversational data (1) conversational response (1) cross-lingual sentence embedding (1) representation learning (1)

Papers

Multilingual Universal Sentence Encoder for Semantic Retrieval ACL 2020 Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax IJCAI 2019 Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model ACL 2019 Learning Semantic Textual Similarity from Conversations ACL 2018 Universal Sentence Encoder for English EMNLP 2018