Huizhi(elly) Liang
5 papers · 2026–2026 · 1 venue · across top CS/AI venues
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Achievements
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🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
⭐
Rising Star
(5)
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Keywords
large language model
(3)
causal reasoning
(1)
supervised contrastive learning
(1)
semantic similarity
(1)
supervised fine-tuning
(1)
text embedding
(1)
abductive reasoning
(1)
sentence embedding
(1)
few-shot prompting
(1)
multiple-choice question answering
(1)
structured prompting
(1)
multilingual fine-tuning
(1)
event reasoning
(1)
group relative policy optimization
(1)
valence arousal
(1)
decision rule
(1)
narrative similarity
(1)
sentiment regression
(1)
neural-symbolic framework
(1)
dimensional aspect-based sentiment analysis
(1)
Papers
BBgame at SemEval-2026 Task 12: Small Lanugage Model Fintuning for Abductive Event Reasoning task
SemEval 2026
NCL-BU at SemEval-2026 Task 3: Fine-tuning XLM-RoBERTa for Multilingual Dimensional Sentiment Regression
SemEval 2026
NCL&HKU-NarrSim at SemEval-2026 Task 4: Aspect-Based Agents and Supervised Contrastive Embeddings for Narrative Similarity
SemEval 2026
NCL-UoR at SemEval-2026 Task 5: Embedding-Based Methods, Fine-Tuning, and LLMs for Word Sense Plausibility Rating
SemEval 2026
OseiBrefo-Liang at SemEval-2026 Task 12: Hybrid Causal Knowledge Graphs and Neural-Symbolic Policy Optimisation for Abductive Event Reasoning
SemEval 2026