Liangtai Sun

6 papers · 2022–2025 · 4 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)

Venues

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

Top co-authors

Lu Chen (5) Kai Yu (5) Hanqi Li (2) Zichen Zhu (2) Da Ma (2) Shuai Fan (2) Hongshen Xu (2) Yansi Li (1) Kunyao Lan (1) Tiancheng Huang (1)

Research topics

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

Keywords

large language model (2) benchmark evaluation (2) question answering (1) task-oriented dialogue (1) training optimization (1) variance reduction (1) action prediction (1) model comparison (1) multimodal large language model (1) retrieval-augmented generation (1) large language model evaluation (1) conversational agent (1) memory module (1) graphical user interface (1) reflection mechanism (1) scientific reasoning (1) neural symbolic retrieval (1) pdf question answering (1) multi-view chunking (1) schema-based parsing (1)

Papers

Instance-level Randomization: Toward More Stable LLM Evaluations EMNLP 2025 MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation NAACL 2025 NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering ACL 2025 SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research AAAI 2024 Sparsity-Accelerated Training for Large Language Models ACL 2024 META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI EMNLP 2022