Cover Image

Abductive Reasoning with Probabilistic Commonsense

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Cotnareanu, Joseph, Roverato, Chiara, Zhou, Han, Chetelat, Didier, Zhang, Yingxue, Coates, Mark
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence Computation
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Balanced Neuro-Symbolic Approach for Commonsense Abductive Logic
by: Cotnareanu, Joseph, et al.
Published: (2026)

InnerThoughts: Disentangling Representations and Predictions in Large Language Models
by: Chételat, Didier, et al.
Published: (2025)

HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation
by: Cotnareanu, Joseph, et al.
Published: (2024)

GraSS: Combining Graph Neural Networks with Expert Knowledge for SAT Solver Selection
by: Zhang, Zhanguang, et al.
Published: (2024)

Refining Answer Distributions for Improved Large Language Model Reasoning
by: Pal, Soumyasundar, et al.
Published: (2024)

One Step Forward and K Steps Back: Better Reasoning with Denoising Recursion Models
by: Cameron, Chris, et al.
Published: (2026)

From Evidence to Trajectory: Abductive Reasoning Path Synthesis for Training Retrieval-Augmented Generation Agents
by: Li, Muzhi, et al.
Published: (2025)

MolQuest: A Benchmark for Agentic Evaluation of Abductive Reasoning in Chemical Structure Elucidation
by: Han, Taolin, et al.
Published: (2026)

Abductive Reasoning in a Paraconsistent Framework
by: Bienvenu, Meghyn, et al.
Published: (2024)

Every Answer Matters: Evaluating Commonsense with Probabilistic Measures
by: Cheng, Qi, et al.
Published: (2024)

Abductive Reasoning with Syllogistic Forms in Large Language Models
by: Abe, Hirohiko, et al.
Published: (2026)

Personalized Negative Reservoir for Incremental Learning in Recommender Systems
by: Valkanas, Antonios, et al.
Published: (2024)

GEAR: A General Evaluation Framework for Abductive Reasoning
by: He, Kaiyu, et al.
Published: (2025)

Detecting Emotional Incongruity of Sarcasm by Commonsense Reasoning
by: Qiu, Ziqi, et al.
Published: (2024)

InvertiTune: High-Quality Data Synthesis for Cost-Effective Single-Shot Text-to-Knowledge Graph Generation
by: Faez, Faezeh, et al.
Published: (2025)

Benchmarking Chinese Commonsense Reasoning with a Multi-hop Reasoning Perspective
by: You, Wangjie, et al.
Published: (2025)

Abductive forgetting
by: Liberatore, Paolo
Published: (2022)

The Graph's Apprentice: Teaching an LLM Low Level Knowledge for Circuit Quality Estimation
by: Moravej, Reza, et al.
Published: (2024)

From We to Me: Theory Informed Narrative Shift with Abductive Reasoning
by: Patil, Jaikrishna Manojkumar, et al.
Published: (2026)

Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation
by: Bai, Jiaxin, et al.
Published: (2023)

LOGICAL-COMMONSENSEQA: A Benchmark for Logical Commonsense Reasoning
by: Junias, Obed, et al.
Published: (2026)

Zero-shot Commonsense Reasoning over Machine Imagination
by: Park, Hyuntae, et al.
Published: (2024)

Black Swan: Abductive and Defeasible Video Reasoning in Unpredictable Events
by: Chinchure, Aditya, et al.
Published: (2024)

Towards Learning Abductive Reasoning using VSA Distributed Representations
by: Camposampiero, Giacomo, et al.
Published: (2024)

CKGConv: General Graph Convolution with Continuous Kernels
by: Ma, Liheng, et al.
Published: (2024)

Do Language Models Follow Occam's Razor? An Evaluation of Parsimony in Inductive and Abductive Reasoning
by: Sun, Yunxin, et al.
Published: (2025)

Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs
by: Fang, Tianqing, et al.
Published: (2024)

Plausibly Problematic Questions in Multiple-Choice Benchmarks for Commonsense Reasoning
by: Palta, Shramay, et al.
Published: (2024)

Towards Quantifying Commonsense Reasoning with Mechanistic Insights
by: Joshi, Abhinav, et al.
Published: (2025)

Activating Visual Context and Commonsense Reasoning through Masked Prediction in VLMs
by: Yu, Jiaao, et al.
Published: (2025)

Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models
by: Abdaljalil, Samir, et al.
Published: (2025)

DyG2Vec: Efficient Representation Learning for Dynamic Graphs
by: Alomrani, Mohammad Ali, et al.
Published: (2022)

Plausibility as Commonsense Reasoning: Humans Succeed, Large Language Models Do not
by: Karakaş, Sercan
Published: (2026)

BrainBench: Exposing the Commonsense Reasoning Gap in Large Language Models
by: Tang, Yuzhe
Published: (2026)

Abductive Symbolic Solver on Abstraction and Reasoning Corpus
by: Lim, Mintaek, et al.
Published: (2024)

GRASP: A Grid-Based Benchmark for Evaluating Commonsense Spatial Reasoning
by: Tang, Zhisheng, et al.
Published: (2024)

ViCor: Bridging Visual Understanding and Commonsense Reasoning with Large Language Models
by: Zhou, Kaiwen, et al.
Published: (2023)

Structured Abductive-Deductive-Inductive Reasoning for LLMs via Algebraic Invariants
by: Gilda, Sankalp, et al.
Published: (2026)

Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection
by: Hu, Wen-Chao, et al.
Published: (2024)

Multimodal Commonsense Knowledge Distillation for Visual Question Answering
by: Yang, Shuo, et al.
Published: (2024)