Alex Yuxuan Peng

4 papers · 2019–2025 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) ❓ The Questioner

Venues

AAAI (1) ACL (1) ACML (1) EMNLP (1)

Top co-authors

Gaël Gendron (3) Michael Witbrock (3) Jiamou Liu (2) Qiming Bao (2) Timothy Pistotti (2) Paul Denny (2) Wanjun Zhong (2) Yonghua Zhu (1) Patricia Riddle (1) Yang Chen (1)

Research topics

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

Keywords

semi-supervised learning (1) causal reasoning (1) logical reasoning (1) natural language inference (1) data augmentation (1) text generation (1) explanation generation (1) abstract meaning representation (1) educational technology (1) out-of-distribution generalization (1) nearest neighbor (1) textual entailment (1) novel class (1) unlabeled data (1) peer learning (1) independent causal mechanism (1) large language model (1) iterative enhancement (1) sparse interaction (1) novel class detection (1)

Papers

Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models AAAI 2025 Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning ACL 2024 Can Large Language Models Learn Independent Causal Mechanisms? EMNLP 2024 Investigating the effect of novel classes in semi-supervised learning ACML 2019