Liyan Kang

3 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 (10)

Venues

ACL (2) COLING (1)

Top co-authors

Luyang Huang (2) Shanbo Cheng (2) Jinsong Su (2) Zhicheng Liu (1) Min Zhang (1) Xingyuan Pan (1) Zhongjian Miao (1) Yu Lu (1) Ningxin Peng (1) Zewei Sun (1)

Research topics

Machine Learning (3) Natural Language Processing (3) Applications (3) Learning Types · Machine Learning (2) Deep Learning (1) Application Areas (1) Core Methods (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

machine translation (2) curriculum learning (1) data augmentation (1) neural machine translation (1) multimodal learning (1) cross-modal learning (1) video understanding (1) adversarial training (1) data selection (1) influence function (1) noise injection (1) instruction fine-tuning (1) gradient clustering (1) multimodal machine translation (1) video subtitle translation (1) diverse instruction (1) robust neural machine translation (1) contrastive learning (1) video subtitle (1)

Papers

G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation ACL 2024 BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation ACL 2023 Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training COLING 2022