Exploring the Impact of Occupational Personas on Domain-Specific QA
Fuente:
arXiv
Saved in:
| Main Authors: | Kang, Eojin, Yu, Jaehyuk, Kim, Juae |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
When Language Shapes Thought: Cross-Lingual Transfer of Factual Knowledge in Question Answering
by: Kang, Eojin, et al.
Published: (2025)
by: Kang, Eojin, et al.
Published: (2025)
Causal Reasoning in Large Language Models: A Knowledge Graph Approach
by: Kim, Yejin, et al.
Published: (2024)
by: Kim, Yejin, et al.
Published: (2024)
DomainCQA: Crafting Knowledge-Intensive QA from Domain-Specific Charts
by: Lu, Yujing, et al.
Published: (2025)
by: Lu, Yujing, et al.
Published: (2025)
On The Persona-based Summarization of Domain-Specific Documents
by: Mullick, Ankan, et al.
Published: (2024)
by: Mullick, Ankan, et al.
Published: (2024)
Agentic Adversarial QA for Improving Domain-Specific LLMs
by: Grari, Vincent, et al.
Published: (2026)
by: Grari, Vincent, et al.
Published: (2026)
MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation
by: Lee, Dongjun, et al.
Published: (2024)
by: Lee, Dongjun, et al.
Published: (2024)
JBE-QA: Japanese Bar Exam QA Dataset for Assessing Legal Domain Knowledge
by: Cao, Zhihan, et al.
Published: (2025)
by: Cao, Zhihan, et al.
Published: (2025)
Handling Korean Out-of-Vocabulary Words with Phoneme Representation Learning
by: Kim, Nayeon, et al.
Published: (2025)
by: Kim, Nayeon, et al.
Published: (2025)
ExpertGenQA: Open-ended QA generation in Specialized Domains
by: Shahgir, Haz Sameen, et al.
Published: (2025)
by: Shahgir, Haz Sameen, et al.
Published: (2025)
Exploring Changes in Nation Perception with Nationality-Assigned Personas in LLMs
by: Kamruzzaman, Mahammed, et al.
Published: (2024)
by: Kamruzzaman, Mahammed, et al.
Published: (2024)
Exploring the Effectiveness of Methods for Persona Extraction
by: Zaitsev, Konstantin
Published: (2024)
by: Zaitsev, Konstantin
Published: (2024)
DO-RAG: A Domain-Specific QA Framework Using Knowledge Graph-Enhanced Retrieval-Augmented Generation
by: Opoku, David Osei, et al.
Published: (2025)
by: Opoku, David Osei, et al.
Published: (2025)
Exploring Gender Bias Beyond Occupational Titles
by: Sabir, Ahmed, et al.
Published: (2025)
by: Sabir, Ahmed, et al.
Published: (2025)
Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset
by: Kim, Minjin, et al.
Published: (2024)
by: Kim, Minjin, et al.
Published: (2024)
Defining Boundaries: The Impact of Domain Specification on Cross-Language and Cross-Domain Transfer in Machine Translation
by: Shahnazaryan, Lia, et al.
Published: (2024)
by: Shahnazaryan, Lia, et al.
Published: (2024)
Exploring Persona-dependent LLM Alignment for the Moral Machine Experiment
by: Kim, Jiseon, et al.
Published: (2025)
by: Kim, Jiseon, et al.
Published: (2025)
Aggregated Knowledge Model: Enhancing Domain-Specific QA with Fine-Tuned and Retrieval-Augmented Generation Models
by: Liu, Fengchen, et al.
Published: (2024)
by: Liu, Fengchen, et al.
Published: (2024)
From Personas to Talks: Revisiting the Impact of Personas on LLM-Synthesized Emotional Support Conversations
by: Wu, Shenghan, et al.
Published: (2025)
by: Wu, Shenghan, et al.
Published: (2025)
Syn-QA2: Evaluating False Assumptions in Long-tail Questions with Synthetic QA Datasets
by: Daswani, Ashwin, et al.
Published: (2024)
by: Daswani, Ashwin, et al.
Published: (2024)
EEE-QA: Exploring Effective and Efficient Question-Answer Representations
by: Hu, Zhanghao, et al.
Published: (2024)
by: Hu, Zhanghao, et al.
Published: (2024)
Exploring Language Model Generalization in Low-Resource Extractive QA
by: Sengupta, Saptarshi, et al.
Published: (2024)
by: Sengupta, Saptarshi, et al.
Published: (2024)
Exploring Persona Sentiment Sensitivity in Personalized Dialogue Generation
by: Jun, Yonghyun, et al.
Published: (2025)
by: Jun, Yonghyun, et al.
Published: (2025)
RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation
by: Kim, Kiseung, et al.
Published: (2024)
by: Kim, Kiseung, et al.
Published: (2024)
AdversaRiskQA: An Adversarial Factuality Benchmark for High-Risk Domains
by: Szelestey, Adam, et al.
Published: (2026)
by: Szelestey, Adam, et al.
Published: (2026)
Domain-Specific Improvement on Psychotherapy Chatbot Using Assistant
by: Kang, Cheng, et al.
Published: (2024)
by: Kang, Cheng, et al.
Published: (2024)
WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain
by: Meyur, Rounak, et al.
Published: (2024)
by: Meyur, Rounak, et al.
Published: (2024)
Measuring Agreeableness Bias in Multimodal Models
by: Lim, Jaehyuk, et al.
Published: (2024)
by: Lim, Jaehyuk, et al.
Published: (2024)
AirQA: A Comprehensive QA Dataset for AI Research with Instance-Level Evaluation
by: Huang, Tiancheng, et al.
Published: (2025)
by: Huang, Tiancheng, et al.
Published: (2025)
Merging Language and Domain Specific Models: The Impact on Technical Vocabulary Acquisition
by: Rousset, Thibault, et al.
Published: (2025)
by: Rousset, Thibault, et al.
Published: (2025)
Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs
by: Liu, Chengyuan, et al.
Published: (2024)
by: Liu, Chengyuan, et al.
Published: (2024)
Persona is a Double-edged Sword: Mitigating the Negative Impact of Role-playing Prompts in Zero-shot Reasoning Tasks
by: Kim, Junseok, et al.
Published: (2024)
by: Kim, Junseok, et al.
Published: (2024)
Retrieval-Augmented Feature Generation for Domain-Specific Classification
by: Zhang, Xinhao, et al.
Published: (2024)
by: Zhang, Xinhao, et al.
Published: (2024)
More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs
by: Liu, Chengyuan, et al.
Published: (2024)
by: Liu, Chengyuan, et al.
Published: (2024)
The Impact of Annotator Personas on LLM Behavior Across the Perspectivism Spectrum
by: Sarumi, Olufunke O., et al.
Published: (2025)
by: Sarumi, Olufunke O., et al.
Published: (2025)
RJUA-QA: A Comprehensive QA Dataset for Urology
by: Lyu, Shiwei, et al.
Published: (2023)
by: Lyu, Shiwei, et al.
Published: (2023)
Exploring the Impact of Instruction-Tuning on LLM's Susceptibility to Misinformation
by: Han, Kyubeen, et al.
Published: (2025)
by: Han, Kyubeen, et al.
Published: (2025)
Few-Shot Multilingual Open-Domain QA from 5 Examples
by: Jiang, Fan, et al.
Published: (2025)
by: Jiang, Fan, et al.
Published: (2025)
Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data
by: Min, Dehai, et al.
Published: (2024)
by: Min, Dehai, et al.
Published: (2024)
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)
QA-LIGN: Aligning LLMs through Constitutionally Decomposed QA
by: Dineen, Jacob, et al.
Published: (2025)
by: Dineen, Jacob, et al.
Published: (2025)
Similar Items
-
When Language Shapes Thought: Cross-Lingual Transfer of Factual Knowledge in Question Answering
by: Kang, Eojin, et al.
Published: (2025) -
Causal Reasoning in Large Language Models: A Knowledge Graph Approach
by: Kim, Yejin, et al.
Published: (2024) -
DomainCQA: Crafting Knowledge-Intensive QA from Domain-Specific Charts
by: Lu, Yujing, et al.
Published: (2025) -
On The Persona-based Summarization of Domain-Specific Documents
by: Mullick, Ankan, et al.
Published: (2024) -
Agentic Adversarial QA for Improving Domain-Specific LLMs
by: Grari, Vincent, et al.
Published: (2026)