---
title: "Huizhi Liang — papers of 2026 — 4 papers, the most cited first"
description: "Huizhi Liang — papers of 2026: 4 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Huizhi Liang — papers of 2026 — 4 papers, the most cited first

4 papers · [all years of Huizhi Liang](https://md.research.elamur.ai/free/en/authors/huizhi-liang/#years)

**[NCL at SemEval-2026 Task 8: Deterministic Small-LLM RAG with Relation Classification](https://md.research.elamur.ai/free/en/papers/liu-2026-ncl-semeval-2026-task-8/) [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/)**Zehao Liu, Huizhi Liang*2026 · 1 citation*

**[SemEval-2026 Task 12: Knowledge Graph with hyperbolic embedding in Abductive Event Reasoning](https://md.research.elamur.ai/free/en/papers/wang-2026-semeval-2026-task-12-knowledge/) [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/)**Mingkai Wang, Varun Ojha, Huizhi Liang*2026 · 1 citation*

**[KGHaluBench: A Knowledge Graph-Based Hallucination Benchmark for Evaluating the Breadth and Depth of LLM Knowledge](https://md.research.elamur.ai/free/en/papers/robertson-2026-kghalubench-knowledge-graph-based-hallucination/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Alex Robertson, Huizhi Liang, Mahbub Gani, et al.*2026*

**[Tracing the Light of Thought: A Probabilistic Self- and Cross-Consistency Verification Mechanism Improving Mathematical Reasoning in LLMs](https://md.research.elamur.ai/free/en/papers/liu-2026-tracing-light-thought-probabilistic-self/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Xiaoyang Liu, Dawei Wang, Tian Li, et al.*2026*