Copertina

SynCPKL: Harnessing LLMs to Generate Synthetic Data for Commonsense Persona Knowledge Linking

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autore principale:	Lin, Kuan-Yen
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Computation and Language
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Synthetic Data Generation for Training Diversified Commonsense Reasoning Models
di: Zhang, Tianhui, et al.
Pubblicazione: (2026)

Harnessing LLMs for API Interactions: A Framework for Classification and Synthetic Data Generation
di: Tao, Chunliang, et al.
Pubblicazione: (2024)

Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge
di: Lee, Young-Jun, et al.
Pubblicazione: (2024)

SynLexLM: Scaling Legal LLMs with Synthetic Data and Curriculum Learning
di: Upadhyay, Ojasw, et al.
Pubblicazione: (2025)

LLMs as Cultural Archives: Cultural Commonsense Knowledge Graph Extraction
di: Tonga, Junior Cedric, et al.
Pubblicazione: (2026)

Commonsense Knowledge Editing Based on Free-Text in LLMs
di: Huang, Xiusheng, et al.
Pubblicazione: (2024)

ComperDial: Commonsense Persona-grounded Dialogue Dataset and Benchmark
di: Wakaki, Hiromi, et al.
Pubblicazione: (2024)

SynCABEL: Synthetic Contextualized Augmentation for Biomedical Entity Linking
di: Remaki, Adam, et al.
Pubblicazione: (2026)

SynSym: A Synthetic Data Generation Framework for Psychiatric Symptom Identification
di: Kang, Migyeong, et al.
Pubblicazione: (2026)

Cultural Commonsense Knowledge for Intercultural Dialogues
di: Nguyen, Tuan-Phong, et al.
Pubblicazione: (2024)

What Really is Commonsense Knowledge?
di: Do, Quyet V., et al.
Pubblicazione: (2024)

Efficient Tool-Calling Multi-Expert NPC Agent for Commonsense Persona-Grounded Dialogue
di: Nuriyev, Mahammad
Pubblicazione: (2025)

MedSyn: LLM-based Synthetic Medical Text Generation Framework
di: Kumichev, Gleb, et al.
Pubblicazione: (2024)

Measuring Lexical Diversity of Synthetic Data Generated through Fine-Grained Persona Prompting
di: Kambhatla, Gauri, et al.
Pubblicazione: (2025)

DiffuCOMET: Contextual Commonsense Knowledge Diffusion
di: Gao, Silin, et al.
Pubblicazione: (2024)

SynAE: A Framework for Measuring the Quality of Synthetic Data for Tool-Calling Agent Evaluations
di: Wang, Shuaiqi, et al.
Pubblicazione: (2026)

On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey
di: Long, Lin, et al.
Pubblicazione: (2024)

SynDy: Synthetic Dynamic Dataset Generation Framework for Misinformation Tasks
di: Shliselberg, Michael, et al.
Pubblicazione: (2024)

Matching Tasks with Industry Groups for Augmenting Commonsense Knowledge
di: Singh, Rituraj, et al.
Pubblicazione: (2025)

Natural Language Processing with Commonsense Knowledge: A Survey
di: Xie, Yubo, et al.
Pubblicazione: (2021)

OpenCharacter: Training Customizable Role-Playing LLMs with Large-Scale Synthetic Personas
di: Wang, Xiaoyang, et al.
Pubblicazione: (2025)

SynClaimEval: A Framework for Evaluating the Utility of Synthetic Data in Long-Context Claim Verification
di: Elaraby, Mohamed, et al.
Pubblicazione: (2025)

Filling the Gap: Is Commonsense Knowledge Generation useful for Natural Language Inference?
di: Jayaweera, Chathuri, et al.
Pubblicazione: (2025)

SynGP500: A Clinically-Grounded Synthetic Dataset of Australian General Practice Medical Notes
di: Songsiritat, Piyawoot
Pubblicazione: (2025)

Harnessing RLHF for Robust Unanswerability Recognition and Trustworthy Response Generation in LLMs
di: Lin, Shuyuan, et al.
Pubblicazione: (2025)

Whose Personae? Synthetic Persona Experiments in LLM Research and Pathways to Transparency
di: Batzner, Jan, et al.
Pubblicazione: (2025)

Evaluating the Evaluation of Diversity in Commonsense Generation
di: Zhang, Tianhui, et al.
Pubblicazione: (2025)

Generating High Quality Synthetic Data for Dutch Medical Conversations
di: Kuan, Cecilia, et al.
Pubblicazione: (2026)

GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthetic Data Generation
di: Chen, Zihong, et al.
Pubblicazione: (2025)

Commonsense Knowledge with Negation: A Resource to Enhance Negation Understanding
di: Wang, Zijie, et al.
Pubblicazione: (2026)

It Depends: Resolving Referential Ambiguity in Minimal Contexts with Commonsense Knowledge
di: Ellinger, Lukas, et al.
Pubblicazione: (2025)

LLMs + Persona-Plug = Personalized LLMs
di: Liu, Jiongnan, et al.
Pubblicazione: (2024)

Personas with Attitudes: Controlling LLMs for Diverse Data Annotation
di: Fröhling, Leon, et al.
Pubblicazione: (2024)

Bias Mitigation or Cultural Commonsense? Evaluating LLMs with a Japanese Dataset
di: Yamamoto, Taisei, et al.
Pubblicazione: (2025)

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

Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization
di: He, Mutian, et al.
Pubblicazione: (2022)

ChatGPT is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models
di: Bian, Ning, et al.
Pubblicazione: (2023)

EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion
di: Su, Ying, et al.
Pubblicazione: (2024)

ToxSyn: Reducing Bias in Hate Speech Detection via Synthetic Minority Data in Brazilian Portuguese
di: Brito, Iago Alves, et al.
Pubblicazione: (2025)

Commonsense-augmented Memory Construction and Management in Long-term Conversations via Context-aware Persona Refinement
di: Kim, Hana, et al.
Pubblicazione: (2024)