Xinmeng Hou
3 papers · 2024–2026 · 2 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
EMNLP (2)
ACL (1)
Top co-authors
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