A Multi-Agent Probabilistic Inference Framework Inspired by Kairanban-Style CoT System with IdoBata Conversation for Debiasing
Fuente:
arXiv
Saved in:
| Main Authors: | Ueno, Takato, Inoshita, Keito |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CIEGAD: Cluster-Conditioned Interpolative and Extrapolative Framework for Geometry-Aware and Domain-Aligned Data Augmentation
by: Inoshita, Keito, et al.
Published: (2025)
by: Inoshita, Keito, et al.
Published: (2025)
Bayesian Spectral Emotion Transition Discovery from Multi-Annotator Disagreement
by: Inoshita, Keito, et al.
Published: (2026)
by: Inoshita, Keito, et al.
Published: (2026)
Uncertainty Decomposition via Cyclical SG-MCMC and Soft-label Learning for Subjective NLP
by: Inoshita, Keito, et al.
Published: (2026)
by: Inoshita, Keito, et al.
Published: (2026)
Nationality and Region Prediction from Names: A Comparative Study of Neural Models and Large Language Models
by: Inoshita, Keito
Published: (2026)
by: Inoshita, Keito
Published: (2026)
Who Does This Name Remind You of ? Nationality Prediction via Large Language Model Associative Memory
by: Inoshita, Keito
Published: (2026)
by: Inoshita, Keito
Published: (2026)
Nash CoT: Multi-Path Inference with Preference Equilibrium
by: Zhang, Ziqi, et al.
Published: (2024)
by: Zhang, Ziqi, et al.
Published: (2024)
From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step
by: Deng, Yuntian, et al.
Published: (2024)
by: Deng, Yuntian, et al.
Published: (2024)
Persona-Based Synthetic Data Generation Using Multi-Stage Conditioning with Large Language Models for Emotion Recognition
by: Inoshita, Keito, et al.
Published: (2025)
by: Inoshita, Keito, et al.
Published: (2025)
World model inspired sarcasm reasoning with large language model agents
by: Inoshita, Keito, et al.
Published: (2025)
by: Inoshita, Keito, et al.
Published: (2025)
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
by: Sprague, Zayne, et al.
Published: (2024)
by: Sprague, Zayne, et al.
Published: (2024)
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems
by: Levi, Elad, et al.
Published: (2025)
by: Levi, Elad, et al.
Published: (2025)
A Multi-LLM Debiasing Framework
by: Owens, Deonna M., et al.
Published: (2024)
by: Owens, Deonna M., et al.
Published: (2024)
Multi-Stage Evolutionary Model Merging with Meta Data Driven Curriculum Learning for Sentiment-Specialized Large Language Modeling
by: Inoshita, Keito, et al.
Published: (2026)
by: Inoshita, Keito, et al.
Published: (2026)
Distribution-Aligned Sequence Distillation for Superior Long-CoT Reasoning
by: Yan, Shaotian, et al.
Published: (2026)
by: Yan, Shaotian, et al.
Published: (2026)
Cognitive-Causal Multi-Task Learning with Psychological State Conditioning for Assistive Driving Perception
by: Inoshita, Keito, et al.
Published: (2026)
by: Inoshita, Keito, et al.
Published: (2026)
M3Hop-CoT: Misogynous Meme Identification with Multimodal Multi-hop Chain-of-Thought
by: Kumari, Gitanjali, et al.
Published: (2024)
by: Kumari, Gitanjali, et al.
Published: (2024)
P-RAG: Prompt-Enhanced Parametric RAG with LoRA and Selective CoT for Biomedical and Multi-Hop QA
by: Lyu, Xingda, et al.
Published: (2026)
by: Lyu, Xingda, et al.
Published: (2026)
Exploring the Limitations of Mamba in COPY and CoT Reasoning
by: Ren, Ruifeng, et al.
Published: (2024)
by: Ren, Ruifeng, et al.
Published: (2024)
A Framework for Inference Inspired by Human Memory Mechanisms
by: Zeng, Xiangyu, et al.
Published: (2023)
by: Zeng, Xiangyu, et al.
Published: (2023)
CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought
by: Zhang, Boxuan, et al.
Published: (2025)
by: Zhang, Boxuan, et al.
Published: (2025)
CoT-ICL Lab: A Synthetic Framework for Studying Chain-of-Thought Learning from In-Context Demonstrations
by: Kothapalli, Vignesh, et al.
Published: (2025)
by: Kothapalli, Vignesh, et al.
Published: (2025)
Is continuous CoT better suited for multi-lingual reasoning?
by: Bashir, Ali Hamza, et al.
Published: (2026)
by: Bashir, Ali Hamza, et al.
Published: (2026)
Zebra-CoT: A Dataset for Interleaved Vision Language Reasoning
by: Li, Ang, et al.
Published: (2025)
by: Li, Ang, et al.
Published: (2025)
RedStar: Does Scaling Long-CoT Data Unlock Better Slow-Reasoning Systems?
by: Xu, Haotian, et al.
Published: (2025)
by: Xu, Haotian, et al.
Published: (2025)
How Likely Do LLMs with CoT Mimic Human Reasoning?
by: Bao, Guangsheng, et al.
Published: (2024)
by: Bao, Guangsheng, et al.
Published: (2024)
To Think or Not to Think: The Hidden Cost of Meta-Training with Excessive CoT Examples
by: Kothapalli, Vignesh, et al.
Published: (2025)
by: Kothapalli, Vignesh, et al.
Published: (2025)
Pyramid MoA: A Probabilistic Framework for Cost-Optimized Anytime Inference
by: Khaled, Arindam
Published: (2026)
by: Khaled, Arindam
Published: (2026)
CoMAC: Conversational Agent for Multi-Source Auxiliary Context with Sparse and Symmetric Latent Interactions
by: Liu, Junfeng, et al.
Published: (2025)
by: Liu, Junfeng, et al.
Published: (2025)
PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents
by: Lee, Jingoo, et al.
Published: (2025)
by: Lee, Jingoo, et al.
Published: (2025)
C-DIRA: Computationally Efficient Dynamic ROI Routing and Domain-Invariant Adversarial Learning for Lightweight Driver Behavior Recognition
by: Inoshita, Keito
Published: (2025)
by: Inoshita, Keito
Published: (2025)
Multi-Agent Large Language Model Based Emotional Detoxification Through Personalized Intensity Control for Consumer Protection
by: Inoshita, Keito
Published: (2026)
by: Inoshita, Keito
Published: (2026)
LLMs Capture Emotion Labels, Not Emotion Uncertainty: Distributional Analysis and Calibration of Human-LLM Judgment Gaps
by: Inoshita, Keito, et al.
Published: (2026)
by: Inoshita, Keito, et al.
Published: (2026)
Compositional Generalization from Learned Skills via CoT Training: A Theoretical and Structural Analysis for Reasoning
by: Yao, Xinhao, et al.
Published: (2025)
by: Yao, Xinhao, et al.
Published: (2025)
DraCo: Draft as CoT for Text-to-Image Preview and Rare Concept Generation
by: Jiang, Dongzhi, et al.
Published: (2025)
by: Jiang, Dongzhi, et al.
Published: (2025)
Reconsidering Positional Supervision in Masked Diffusion Language Model Training
by: Ye, Mengyu, et al.
Published: (2026)
by: Ye, Mengyu, et al.
Published: (2026)
Catching rationalization in the act: detecting motivated reasoning before and after CoT via activation probing
by: Mirtaheri, Parsa, et al.
Published: (2026)
by: Mirtaheri, Parsa, et al.
Published: (2026)
On Debiasing Text Embeddings Through Context Injection
by: Uriot, Thomas
Published: (2024)
by: Uriot, Thomas
Published: (2024)
Role-Playing LLM-Based Multi-Agent Support Framework for Detecting and Addressing Family Communication Bias
by: Harada, Rushia, et al.
Published: (2025)
by: Harada, Rushia, et al.
Published: (2025)
LatentChem: From Textual CoT to Latent Thinking in Chemical Reasoning
by: Ye, Xinwu, et al.
Published: (2026)
by: Ye, Xinwu, et al.
Published: (2026)
Research on Multi-hop Inference Optimization of LLM Based on MQUAKE Framework
by: Liang, Zucheng, et al.
Published: (2025)
by: Liang, Zucheng, et al.
Published: (2025)
Similar Items
-
CIEGAD: Cluster-Conditioned Interpolative and Extrapolative Framework for Geometry-Aware and Domain-Aligned Data Augmentation
by: Inoshita, Keito, et al.
Published: (2025) -
Bayesian Spectral Emotion Transition Discovery from Multi-Annotator Disagreement
by: Inoshita, Keito, et al.
Published: (2026) -
Uncertainty Decomposition via Cyclical SG-MCMC and Soft-label Learning for Subjective NLP
by: Inoshita, Keito, et al.
Published: (2026) -
Nationality and Region Prediction from Names: A Comparative Study of Neural Models and Large Language Models
by: Inoshita, Keito
Published: (2026) -
Who Does This Name Remind You of ? Nationality Prediction via Large Language Model Associative Memory
by: Inoshita, Keito
Published: (2026)