Xinmeng Hou

3 papers · 2024–2026 · 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

EMNLP (2) ACL (1)

Top co-authors

Bohao Qu (1) Peiliang Gong (1) Qing Guo (1) Kounianhua Du (1) Lingyue Fu (1) Yang Liu (1) Hai Hu (1) Chenhao Meng (1) Wuqi Wang (1)

Research topics

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

Keywords

contrastive learning (1) text classification (1) error propagation (1) bias mitigation (1) transition-based parsing (1) joint extraction (1) opinion extraction (1) offensive language (1) toxic language (1) aspect sentiment triplet extraction (1) self-improving agent (1) aspect-opinion pair extraction (1) annotation benchmark (1) metacognitive reflection (1) position-aware relation (1) aspect sentiment extraction (1) principle-based reflection (1) procedural reflection (1)

Papers

Learn Like Humans: Use Meta-cognitive Reflection for Efficient Self-Improvement ACL 2026 Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction EMNLP 2025 Mitigating Biases to Embrace Diversity: A Comprehensive Annotation Benchmark for Toxic Language EMNLP 2024