Papers
17 papers found
Can Activation Steering Generalize Across Languages? A Study on Syllogistic Reasoning in Language Models
Gabriele Maraia, Leonardo Ranaldi, Marco Valentino et al.
Thinking in Schemas: Robust Syllogistic Reasoning in LLMs
Federico Ranaldi, Leonardo Ranaldi, Fabio Massimo Zanzotto et al.
Lakksh at SemEval-2026 Task 11(1 & 2): Neuro-Symbolic Decomposition to Mitigate Content Bias in Syllogistic Reasoning
Lakksh Sharma, Krish Sharma, Jatin Bedi
YNJTC at SemEval-2026 Task 11: A Neuro-Symbolic Hybrid Pipeline for Content-Independent Syllogistic Reasoning
Junhao Fu, Yun He, Lina Zhao et al.
dutirshlee at SemEval-2026 Task 11: Symbolic Augmentation for Content-Bias-Resistant Syllogistic Reasoning
Songhuan Li, Liang Yang, Shengdi Yin et al.
HCMUSDroneBoys at SemEval-2026 Task 11: Asymmetric Counterfactual Debiasing and Rank-Sensitive Logical Invariance Adaptation for Syllogistic Reasoning
Nguyen Tran, Duy Minh Dao Sy, Trung Kiet Huynh et al.
d’Olle Grieze at SemEval-2026 Task 11: Comparing the Impact of Supervised Fine-Tuning and Activation Steering on Mitigating Content Effect Bias in Syllogistic Reasoning
Twan Huiskens, Tian Niezing, Koen Snelten
Proofbusters at SemEval-2026 Task 11: Neuro-Symbolic Syllogistic Reasoning via LLM-Guided Structure Extraction and Deterministic Validation
Mohamed Ayman, Khaled Marzouk, Abdallah Mashaly et al.
Dual-View Consistency Testing for Content-Invariant Multilingual Syllogistic Reasoning
Ishita Gupta, Dhruv Goyal, Jatin Bedi
Ellat at SemEval-2026 Task 11: Comparing Encoder and Decoder Models for Syllogistic Reasoning
Farzaneh Bayan Memar, Hanneke Huls, Matthijs Ten Hove
GheGheGhe at SemEval-2026 Task 11: Decoupling Logic from Belief with Bias-Targeted Fine-Tuning and Neuro-Symbolic Syllogistic Reasoning
Razvan Gogu, Stefan Placintescu, Sofia Vultur
UFAL-CUNI at SemEval-2026 Task 11: An Efficient Modular Neuro-symbolic Method for Syllogistic Reasoning
Ivan Kartac, Kristyna Onderkova, Jan Bronec et al.
TUCNLP at SemEval-2026 Task 11: Neuro-Symbolic Content Stripping for Debiased Syllogistic Reasoning
Rafael Butas, Alex Lapusan, Camelia Lemnaru et al.