Yanna Ma

4 papers · 2022–2024 · 2 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

EMNLP (3) IJCAI (1)

Top co-authors

Wenqi Zhang (4) Weiming Lu (4) Yongliang Shen (4) Zeqi Tan (3) Qingpeng Nong (2) Xiaoxia Cheng (1) Mingqian He (1) Mengna Wang (1) Guiyang Hou (1) Zhenglin Cheng (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Deep Learning (2) Learning Types · Deep Learning (2) Learning Types · Machine Learning (2) Computer Vision (1) Natural Language Processing (1) Application Areas (1) Applications (1) Core Methods (1) Domain-Specific (1) Generation (1)

Keywords

equation generation (2) mathematical reasoning (2) imitation learning (1) semantic parsing (1) multimodal learning (1) bipartite matching (1) visual reasoning (1) natural language understanding (1) synthetic data generation (1) relation reasoning (1) variational autoencoder (1) large multimodal model (1) multi-view reasoning (1) obstacle avoidance (1) parallel decoding (1) closed-loop navigation (1) math word problem (1) abstract syntax tree (1) expression tree (1) tree decoding (1)

Papers

Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model EMNLP 2024 An Expression Tree Decoding Strategy for Mathematical Equation Generation EMNLP 2023 A Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation IJCAI 2022 Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem EMNLP 2022