Papers
22 papers found
AbductiveMLLM: Boosting Visual Abductive Reasoning Within MLLMs
Boyu Chang, Qi Wang, Xi Guo et al.
Visual–Linguistic Abductive Reasoning with LLMs for Knowledge-based Visual Question Answering
Jieun Kim, Yujin Jeong, Sung-Bae Cho
Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments
Mario Leiva, Noel Ngu, Joshua Shay Kricheli et al.
Formal Abductive Latent Explanations for Prototype-Based Networks
Jules Soria, Zakaria Chihani, Julien Girard-Satabin et al.
NeSTR: A Neuro-Symbolic Abductive Framework for Temporal Reasoning in Large Language Models
Feng Liang, Weixin Zeng, Runhao Zhao et al.
DIXITWORLD: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay
Yunxiang MO, Tianshi Zheng, Qing Zong et al.
YNU-HPCC at SemEval-2026 Task 12: Retrieval-Guided Reasoning with Teacher Distillation for Abductive Event Reasoning
Yuwei Sun, Jin Wang, Xuejie Zhang
HCMUS RepeatedGames at SemEval-2026 Task 12: CausalRAG: Synergizing Causal Graph Retrieval and Extended LoRA for Abductive Reasoning
Duy Minh Dao Sy, Nguyen Tran, Trung Kiet Huynh et al.
Paradise at SemEval-2026 Task 12: Leveraging Instruction-Tuned Large Language Models with Chain-of-Thought Prompting for Abductive Event Reasoning
Dhruv Goyal, Ishita Gupta, Jatin Bedi
SemEval-2026 Task 12: Knowledge Graph with hyperbolic embedding in Abductive Event Reasoning
Mingkai Wang, Varun Ojha, Huizhi Liang
BBgame at SemEval-2026 Task 12: Small Lanugage Model Fintuning for Abductive Event Reasoning task
Shu Li, Huizhi(elly) Liang
KDW at SemEval-2026 Task 12: Logic-Driven Distillation with Knowledge Graphs for Efficient Abductive Reasoning
Sihan Zhu, Hongjie Wu, Xinyan Xu
Team YTY at SemEval 2026 task 12: Option-Aware Retrieval and Cross-Encoder Reasoning Framework for Abductive Event Reasoning
Junxin Lin, Zhichao Meng, Lianxin Jiang
AILS-NTUA at SemEval-2026 Task 12: Graph-Based Retrieval and Reflective Prompting for Abductive Event Reasoning
Nikolaos Karafyllis, Maria Lymperaiou, Giorgos Filandrianos et al.
Clutch or Cry at SemEval-2026 Task 12: Offline Retrieval-Augmented Generation with Frozen DeBERTa for Abductive Event Reasoning
Aayush Prasad, Rudra Trivedi, Arshad Khatib et al.
OseiBrefo-Liang at SemEval-2026 Task 12: Hybrid Causal Knowledge Graphs and Neural-Symbolic Policy Optimisation for Abductive Event Reasoning
Emmanuel Osei-Brefo, Huizhi(elly) Liang
X-NLP at SemEval-2026 Task 12: Prompting LLMs for Abductive Event Reasoning
Caelen Mattie, Patrick Bowen, Milton King
sutta at SemEval-2026 Task 12: A Multi-Perspective Retrieve-Verify-Aggregate Framework for Abductive Event Reasoning
Junliu Zou, Liang Yang, Jingjie Zeng
Tübingen-CL at SemEval-2026 Task 12: Reinforcement Learning and Verification for Abductive Reasoning
Bolun Liang, Ayperi Khudaybergenova, Shashikala Kankanamge
AI4PC-Howard University at SemEval-2026 Task 12: Evidence-Guided Abductive Scoring with Option-Conditioned Retrieval and Constrained LLM Evaluation
Ifeoluwakiitan Ayandosu, Saurav Aryal
CausalMinds at SemEval-2026 Task 12: Simple Fine-Tuning with Option Shuffling Outperforms Complex Pipelines for Abductive Event Reasoning
Vidur Gupta, Xiaofei Zhao, Jason Shaye
SemEval-2026 Task 12: Abductive Event Reasoning: Towards Real-World Event Causal Inference for Large Language Models
Pengfei Cao, Mingxuan Yang, Yubo Chen et al.