Non-Collaborative User Simulators for Tool Agents
Fuente:
arXiv
Saved in:
| Main Authors: | Shim, Jeonghoon, Song, Woojung, Jin, Cheyon, KooK, Seungwon, Jo, Yohan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ToolDial: Multi-turn Dialogue Generation Method for Tool-Augmented Language Models
by: Shim, Jeonghoon, et al.
Published: (2025)
by: Shim, Jeonghoon, et al.
Published: (2025)
Stress-Testing Emotional Support Models: Moving from Homogeneous to Diverse Help Seekers
by: Heo, Chaewon, et al.
Published: (2026)
by: Heo, Chaewon, et al.
Published: (2026)
Don't Adapt Small Language Models for Tools; Adapt Tool Schemas to the Models
by: Lee, Jonggeun, et al.
Published: (2025)
by: Lee, Jonggeun, et al.
Published: (2025)
Quantifying Data Contamination in Psychometric Evaluations of LLMs
by: Han, Jongwook, et al.
Published: (2025)
by: Han, Jongwook, et al.
Published: (2025)
Psychometric Item Validation Using Virtual Respondents with Trait-Response Mediators
by: Lim, Sungjib, et al.
Published: (2025)
by: Lim, Sungjib, et al.
Published: (2025)
Thinking Like a Doctor: Conversational Diagnosis through the Exploration of Diagnostic Knowledge Graphs
by: Won, Jeongmoon, et al.
Published: (2026)
by: Won, Jeongmoon, et al.
Published: (2026)
Your Language Model is Its Own Critic: Reinforcement Learning with Value Estimation from Actor's Internal States
by: Choi, Yunho, et al.
Published: (2026)
by: Choi, Yunho, et al.
Published: (2026)
Value Portrait: Assessing Language Models' Values through Psychometrically and Ecologically Valid Items
by: Han, Jongwook, et al.
Published: (2025)
by: Han, Jongwook, et al.
Published: (2025)
SpokenUS: A Spoken User Simulator for Task-Oriented Dialogue
by: Lee, Jonggeun, et al.
Published: (2026)
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)
by: Lee, Seungkyu, et al.
Published: (2025)
Human Psychometric Questionnaires Mischaracterize LLM Behavior
by: Song, Woojung, et al.
Published: (2025)
by: Song, Woojung, et al.
Published: (2025)
Learning to Retrieve User History and Generate User Profiles for Personalized Persuasiveness Prediction
by: Park, Sejun, et al.
Published: (2026)
by: Park, Sejun, et al.
Published: (2026)
ProPerSim: Developing Proactive and Personalized AI Assistants through User-Assistant Simulation
by: Kim, Jiho, et al.
Published: (2025)
by: Kim, Jiho, et al.
Published: (2025)
ThinkBrake: Efficient Reasoning via Log-Probability Margin Guided Decoding
by: Song, Sangjun, et al.
Published: (2025)
by: Song, Sangjun, et al.
Published: (2025)
Comparing Neighbors Together Makes it Easy: Jointly Comparing Multiple Candidates for Efficient and Effective Retrieval
by: Song, Jonghyun, et al.
Published: (2024)
by: Song, Jonghyun, et al.
Published: (2024)
Bridging the Knowledge-Prediction Gap in LLMs on Multiple-Choice Questions
by: Park, Yoonah, et al.
Published: (2025)
by: Park, Yoonah, et al.
Published: (2025)
SUIT: Knowledge Editing with Subspace-Aware Key-Value Mappings
by: Park, Haewon, et al.
Published: (2025)
by: Park, Haewon, et al.
Published: (2025)
Overthinking Loops in Agents: A Structural Risk via MCP Tools
by: Lee, Yohan, et al.
Published: (2026)
by: Lee, Yohan, et al.
Published: (2026)
Quantifying the Utility of User Simulators for Building Collaborative LLM Assistants
by: Suh, Joseph, et al.
Published: (2026)
by: Suh, Joseph, et al.
Published: (2026)
Where Should Diffusion Enter a Language Model? Geometry-Guided Hidden-State Replacement
by: Kong, Injin, et al.
Published: (2026)
by: Kong, Injin, et al.
Published: (2026)
Benchmarks Are Not That Out of Distribution: Word Overlap Predicts Performance
by: Chung, Woojin, et al.
Published: (2026)
by: Chung, Woojin, et al.
Published: (2026)
DialSim: A Dialogue Simulator for Evaluating Long-Term Multi-Party Dialogue Understanding of Conversational Agents
by: Kim, Jiho, et al.
Published: (2024)
by: Kim, Jiho, et al.
Published: (2024)
Future Policy Approximation for Offline Reinforcement Learning Improves Mathematical Reasoning
by: Oh, Minjae, et al.
Published: (2025)
by: Oh, Minjae, et al.
Published: (2025)
SpeakerSleuth: Can Large Audio-Language Models Judge Speaker Consistency across Multi-turn Dialogues?
by: Lee, Jonggeun, et al.
Published: (2026)
by: Lee, Jonggeun, et al.
Published: (2026)
Model-based Preference Optimization in Abstractive Summarization without Human Feedback
by: Choi, Jaepill, et al.
Published: (2024)
by: Choi, Jaepill, et al.
Published: (2024)
SimuHome: A Temporal- and Environment-Aware Benchmark for Smart Home LLM Agents
by: Seo, Gyuhyeon, et al.
Published: (2025)
by: Seo, Gyuhyeon, et al.
Published: (2025)
Generating Plausible Distractors for Multiple-Choice Questions via Student Choice Prediction
by: Lee, Yooseop, et al.
Published: (2025)
by: Lee, Yooseop, et al.
Published: (2025)
Improving Dialogue State Tracking through Combinatorial Search for In-Context Examples
by: Pyun, Haesung, et al.
Published: (2025)
by: Pyun, Haesung, et al.
Published: (2025)
Mechanism Shift During Post-training from Autoregressive to Masked Diffusion Language Models
by: Kong, Injin, et al.
Published: (2026)
by: Kong, Injin, et al.
Published: (2026)
Exploiting Vocabulary Frequency Imbalance in Language Model Pre-training
by: Chung, Woojin, et al.
Published: (2025)
by: Chung, Woojin, et al.
Published: (2025)
LLM-C3MOD: A Human-LLM Collaborative System for Cross-Cultural Hate Speech Moderation
by: Park, Junyeong, et al.
Published: (2025)
by: Park, Junyeong, et al.
Published: (2025)
Covering Cracks in Content Moderation: Delexicalized Distant Supervision for Illicit Drug Jargon Detection
by: Song, Minkyoo, et al.
Published: (2025)
by: Song, Minkyoo, et al.
Published: (2025)
Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation
by: Niu, Cheng, et al.
Published: (2024)
by: Niu, Cheng, et al.
Published: (2024)
MIST: Multimodal Interactive Speech-based Tool-calling Conversational Assistants for Smart Homes
by: Chen, Maximillian, et al.
Published: (2026)
by: Chen, Maximillian, et al.
Published: (2026)
KL for a KL: On-Policy Distillation with Control Variate Baseline
by: Oh, Minjae, et al.
Published: (2026)
by: Oh, Minjae, et al.
Published: (2026)
Context-Robust Knowledge Editing for Language Models
by: Park, Haewon, et al.
Published: (2025)
by: Park, Haewon, et al.
Published: (2025)
Mitigating Hallucination in Abstractive Summarization with Domain-Conditional Mutual Information
by: Chae, Kyubyung, et al.
Published: (2024)
by: Chae, Kyubyung, et al.
Published: (2024)
Finding Diamonds in Conversation Haystacks: A Benchmark for Conversational Data Retrieval
by: Lee, Yohan, et al.
Published: (2025)
by: Lee, Yohan, et al.
Published: (2025)
Persona Dynamics: Unveiling the Impact of Personality Traits on Agents in Text-Based Games
by: Lim, Seungwon, et al.
Published: (2025)
by: Lim, Seungwon, et al.
Published: (2025)
What Models Know, How Well They Know It: Knowledge-Weighted Fine-Tuning for Learning When to Say "I Don't Know"
by: Lee, Joosung, et al.
Published: (2026)
by: Lee, Joosung, et al.
Published: (2026)
Similar Items
-
ToolDial: Multi-turn Dialogue Generation Method for Tool-Augmented Language Models
by: Shim, Jeonghoon, et al.
Published: (2025) -
Stress-Testing Emotional Support Models: Moving from Homogeneous to Diverse Help Seekers
by: Heo, Chaewon, et al.
Published: (2026) -
Don't Adapt Small Language Models for Tools; Adapt Tool Schemas to the Models
by: Lee, Jonggeun, et al.
Published: (2025) -
Quantifying Data Contamination in Psychometric Evaluations of LLMs
by: Han, Jongwook, et al.
Published: (2025) -
Psychometric Item Validation Using Virtual Respondents with Trait-Response Mediators
by: Lim, Sungjib, et al.
Published: (2025)