Yanggan Gu

4 papers · 2024–2025 · 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)

Venues

ACL (2) COLING (1) EMNLP (1)

Top co-authors

Xuming Hu (3) Xin Zou (2) Zhenghua Li (2) Sirui Huang (2) Yunkai Dang (1) Peijie Jiang (1) Jia Liu (1) Jingyu Wang (1) Zhonghao Li (1) Zhefeng Wang (1)

Research topics

Machine Learning (4) Artificial Intelligence (2) Natural Language Processing (2) Application Areas (2) Core AI (2) Learning Types (2) Optimization & Theory (2) Resources & Methods (2) Mathematics & Optimization (1) Applications (1) Core Methods (1) Optimization (1)

Keywords

benchmark evaluation (2) multi-task learning (1) adversarial robustness (1) visual question answering (1) knowledge distillation (1) syntactic parsing (1) dependency parsing (1) factual knowledge (1) dynamic programming (1) reward function (1) constituency parsing (1) preference modeling (1) heterogeneous data (1) multimodal large language model (1) human preference alignment (1) knowledge reasoning (1) structured data (1) small language model (1) large language model (1) response uncertainty (1)

Papers

Capturing Nuanced Preferences: Preference-Aligned Distillation for Small Language Models ACL 2025 Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios EMNLP 2025 StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models ACL 2025 High-order Joint Constituency and Dependency Parsing COLING 2024