Heming Ge

4 papers · 2018–2021 · 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 (14) 🐣 Hot Topic Early Bird

Venues

ACL (2) EMNLP (1) NAACL (1)

Top co-authors

Yinfei Yang (3) Yun-Hsuan Sung (3) Ray Kurzweil (3) Brian Strope (3) Daniel Cer (3) Mandy Guo (2) Keith Stevens (2) Noah Constant (2) Sheng-yi Kong (1) Oshin Agarwal (1)

Research topics

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

Keywords

sentence embedding (2) parallel corpus mining (2) semantic similarity (2) nearest neighbor search (1) knowledge graph (1) document embedding (1) hierarchical encoder (1) data-to-text generation (1) multilingual embedding (1) cross-lingual retrieval (1) semantic textual similarity (1) multi-task training (1) language model pretraining (1) hard negative mining (1) unsupervised model (1) conversational data (1) bilingual sentence embedding (1) conversational response (1) natural language inference (1) synthetic corpus generation (1)

Papers

Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training NAACL 2021 Hierarchical Document Encoder for Parallel Corpus Mining ACL 2019 Effective Parallel Corpus Mining using Bilingual Sentence Embeddings EMNLP 2018 Learning Semantic Textual Similarity from Conversations ACL 2018