Cover Image

SimuHome: A Temporal- and Environment-Aware Benchmark for Smart Home LLM Agents

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Seo, Gyuhyeon, Yang, Jungwoo, Pyo, Junseong, Kim, Nalim, Lee, Jonggeun, Jo, Yohan
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SpeakerSleuth: Can Large Audio-Language Models Judge Speaker Consistency across Multi-turn Dialogues?
by: Lee, Jonggeun, et al.
Published: (2026)

In-N-Out: A Parameter-Level API Graph Dataset for Tool Agents
by: Lee, Seungkyu, et al.
Published: (2025)

SpokenUS: A Spoken User Simulator for Task-Oriented Dialogue
by: Lee, Jonggeun, et al.
Published: (2026)

PersonalHomeBench: Evaluating Agents in Personalized Smart Homes
by: Bharadwaj, Manasa, et al.
Published: (2026)

SMH-Bench: Benchmarking LLM Agents for Environment-Grounded Reasoning and Action in Smart Homes
by: Li, Kuan, et al.
Published: (2026)

R2-KG: General-Purpose Dual-Agent Framework for Reliable Reasoning on Knowledge Graphs
by: Jo, Sumin, et al.
Published: (2025)

MIST: Multimodal Interactive Speech-based Tool-calling Conversational Assistants for Smart Homes
by: Chen, Maximillian, et al.
Published: (2026)

ToolDial: Multi-turn Dialogue Generation Method for Tool-Augmented Language Models
by: Shim, Jeonghoon, et al.
Published: (2025)

Generating Plausible Distractors for Multiple-Choice Questions via Student Choice Prediction
by: Lee, Yooseop, et al.
Published: (2025)

Evaluating a Multi-Agent Voice-Enabled Smart Speaker for Care Homes: A Safety-Focused Framework
by: Dehghani, Zeinab, et al.
Published: (2026)

Where Should Diffusion Enter a Language Model? Geometry-Guided Hidden-State Replacement
by: Kong, Injin, et al.
Published: (2026)

Ever-Evolving Memory by Blending and Refining the Past
by: Kim, Seo Hyun, et al.
Published: (2024)

Re-Ex: Revising after Explanation Reduces the Factual Errors in LLM Responses
by: Kim, Juyeon, et al.
Published: (2024)

MiCU: End-to-End Smart Home Command Understanding with Large Language Model
by: Han, Haowei, et al.
Published: (2026)

Human Psychometric Questionnaires Mischaracterize LLM Behavior
by: Song, Woojung, et al.
Published: (2025)

HomeFlow: A Data Flywheel for Smart Home Agent Training with Verifiable Simulation
by: Gu, Yi, et al.
Published: (2026)

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation
by: Lee, Nakyung, et al.
Published: (2025)

Quantifying Data Contamination in Psychometric Evaluations of LLMs
by: Han, Jongwook, et al.
Published: (2025)

Mechanism Shift During Post-training from Autoregressive to Masked Diffusion Language Models
by: Kong, Injin, et al.
Published: (2026)

Mitigating Hallucination in Abstractive Summarization with Domain-Conditional Mutual Information
by: Chae, Kyubyung, et al.
Published: (2024)

Context-Robust Knowledge Editing for Language Models
by: Park, Haewon, et al.
Published: (2025)

R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
by: Yuan, Tongxin, et al.
Published: (2024)

Thinking Like a Doctor: Conversational Diagnosis through the Exploration of Diagnostic Knowledge Graphs
by: Won, Jeongmoon, et al.
Published: (2026)

Psychometric Item Validation Using Virtual Respondents with Trait-Response Mediators
by: Lim, Sungjib, et al.
Published: (2025)

FHIR-AgentBench: Benchmarking LLM Agents for Realistic Interoperable EHR Question Answering
by: Lee, Gyubok, et al.
Published: (2025)

PVP: An Image Dataset for Personalized Visual Persuasion with Persuasion Strategies, Viewer Characteristics, and Persuasiveness Ratings
by: Kim, Junseo, et al.
Published: (2025)

Lost in the Noise: How Reasoning Models Fail with Contextual Distractors
by: Lee, Seongyun, et al.
Published: (2026)

Model-based Preference Optimization in Abstractive Summarization without Human Feedback
by: Choi, Jaepill, et al.
Published: (2024)

Database Normalization via Dual-LLM Self-Refinement
by: Jo, Eunjae, et al.
Published: (2025)

From Assumptions to Actions: Turning LLM Reasoning into Uncertainty-Aware Planning for Embodied Agents
by: Seo, SeungWon, et al.
Published: (2026)

KMI: A Dataset of Korean Motivational Interviewing Dialogues for Psychotherapy
by: Kim, Hyunjong, et al.
Published: (2025)

LLM-C3MOD: A Human-LLM Collaborative System for Cross-Cultural Hate Speech Moderation
by: Park, Junyeong, et al.
Published: (2025)

Don't Adapt Small Language Models for Tools; Adapt Tool Schemas to the Models
by: Lee, Jonggeun, et al.
Published: (2025)

ECG-Reasoning-Benchmark: A Benchmark for Evaluating Clinical Reasoning Capabilities in ECG Interpretation
by: Oh, Jungwoo, et al.
Published: (2026)

Early Decisions Matter: Proximity Bias and Initial Trajectory Shaping in Non-Autoregressive Diffusion Language Models
by: Kim, Jiyeon, et al.
Published: (2026)

Layout Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST)
by: Thukral, Megha, et al.
Published: (2024)

S5-HES Agent: Society 5.0-driven Agentic Framework to Democratize Smart Home Environment Simulation
by: Siriweera, Akila, et al.
Published: (2026)

Can Separators Improve Chain-of-Thought Prompting?
by: Park, Yoonjeong, et al.
Published: (2024)

Learning to Retrieve User History and Generate User Profiles for Personalized Persuasiveness Prediction
by: Park, Sejun, et al.
Published: (2026)

BenchPreS: A Benchmark for Context-Aware Personalized Preference Selectivity of Persistent-Memory LLMs
by: Yoon, Sangyeon, et al.
Published: (2026)