Cover Image

Open-Source LLMs for Text Annotation: A Practical Guide for Model Setting and Fine-Tuning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Alizadeh, Meysam, Kubli, Maël, Samei, Zeynab, Dehghani, Shirin, Zahedivafa, Mohammadmasiha, Bermeo, Juan Diego, Korobeynikova, Maria, Gilardi, Fabrizio
Format:	Preprint
Published:	2023
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Exploring Relationships Between Cryptocurrency News Outlets and Influencers' Twitter Activity and Market Prices
by: Alizadeh, Meysam, et al.
Published: (2024)

Unsupervised Elicitation of Moral Values from Language Models
by: Alizadeh, Meysam, et al.
Published: (2026)

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics
by: Alizadeh, Meysam, et al.
Published: (2025)

Comparing Methods for Creating a National Random Sample of Twitter Users
by: Alizadeh, Meysam, et al.
Published: (2024)

Simple Prompt Injection Attacks Can Leak Personal Data Observed by LLM Agents During Task Execution
by: Alizadeh, Meysam, et al.
Published: (2025)

Data marketplaces can increase the willingness to share social media data at low prices
by: Alizadeh, Meysam, et al.
Published: (2025)

Concept Navigation and Classification via Open-Source Large Language Model Processing
by: Kubli, Maël
Published: (2025)

REALM: Reliable Expertise-Aware Language Model Fine-Tuning from Noisy Annotations
by: Ghiasvand, Sajjad, et al.
Published: (2026)

DETECT: Determining Ease and Textual Clarity of German Text Simplifications
by: Korobeynikova, Maria, et al.
Published: (2025)

NEFMind: Parameter-Efficient Fine-Tuning of Open-Source LLMs for Telecom APIs Automation
by: Khan, Zainab, et al.
Published: (2025)

Practical Rateless Set Reconciliation
by: Yang, Lei, et al.
Published: (2024)

Dirichlet-Based Coarse-to-Fine Example Selection For Open-Set Annotation
by: Wang, Ye-Wen, et al.
Published: (2024)

LLM-Based Bot Broadens the Range of Arguments in Online Discussions, Even When Transparently Disclosed as AI
by: Vuk, Valeria, et al.
Published: (2025)

Fine-Tuning LLMs with Fine-Grained Human Feedback on Text Spans
by: CH-Wang, Sky, et al.
Published: (2025)

The right to information in Mexico. Quo vadis? / Fausto Kubli-García
by: Kubli-García, Fausto

Mexico's foreign trade challenge : Diversification and comprehensiveness / Fausto Kubli-García
by: Kubli-García, Fausto
Published: (2011)

Reseña de "Historia de las Constituciones mexicanas" de Emilio O. Rabasa
by: Fausto Kubli García
Published: (2003)

Régimen jurídico de protección interna e internacional de las ballenas
by: Fausto Kubli García
Published: (2003)

Intervención del espacio público: Street Art
by: Pablo Estévez-Kubli
Published: (2018)

Luminosity Function of Galaxies in Voids: A Modification Inspired by Excursion Set Theory
by: Ashurikisomi, Zeynab, et al.
Published: (2025)

Decentralized Low-Rank Fine-Tuning of Large Language Models
by: Ghiasvand, Sajjad, et al.
Published: (2025)

Application-Driven Pedagogical Knowledge Optimization of Open-Source LLMs via Reinforcement Learning and Supervised Fine-Tuning
by: Singh, Navan Preet, et al.
Published: (2026)

Rethinking Scale: The Efficacy of Fine-Tuned Open-Source LLMs in Large-Scale Reproducible Social Science Research
by: Carammia, Marcello, et al.
Published: (2024)

Practical Fine-Tuning of Autoregressive Models on Limited Handwritten Texts
by: Kohút, Jan, et al.
Published: (2025)

Societal AI Research Has Become Less Interdisciplinary
by: Markus, Dror Kris, et al.
Published: (2025)

VIRENA: Virtual Arena for Research, Education, and Democratic Innovation
by: Hoes, Emma, et al.
Published: (2026)

Narrowing the Gap: Supervised Fine-Tuning of Open-Source LLMs as a Viable Alternative to Proprietary Models for Pedagogical Tools
by: Solano, Lorenzo Lee, et al.
Published: (2025)

Mielitis subaguda como forma de presentación de sífilis en una paciente inmunocompetente
by: Leonardo Gilardi
Published: (2012)

El problema de la verdad histórica: una lectura desde la fenomenología hermenéutica
by: Pilar Gilardi
Published: (2013)

Apertura y cierre de los temples de ánimo: el caso de la enfermedad psíquica
by: Pilar Gilardi
Published: (2023)

La reconfiguración del tiempo en la narración historiográfica según Paul Ricoeur
by: Pilar Gilardi
Published: (2011)

SAFT: Structure-Aware Fine-Tuning of LLMs for AMR-to-Text Generation
by: Kamel, Rafiq, et al.
Published: (2025)

The Technology Valley of Death of Circular Economy Solutions: A System Dynamics Simulation of Business Strategies for the Second‐Use Battery Industry
by: Juliane Seika, et al.
Published: (2025)

Prompting and Fine-Tuning Open-Sourced Large Language Models for Stance Classification
by: Cruickshank, Iain J., et al.
Published: (2023)

Fine-Tuning and Evaluating Open-Source Large Language Models for the Army Domain
by: Ruiz, Daniel C., et al.
Published: (2024)

Dental Severity Assessment through Few-shot Learning and SBERT Fine-tuning
by: Dehghani, Mohammad
Published: (2024)

pFedMMA: Personalized Federated Fine-Tuning with Multi-Modal Adapter for Vision-Language Models
by: Ghiasvand, Sajjad, et al.
Published: (2025)

Adversarial Robustness of Open-source Text Classification Models and Fine-Tuning Chains
by: Qin, Hao, et al.
Published: (2024)

SAM-PTx: Text-Guided Fine-Tuning of SAM with Parameter-Efficient, Parallel-Text Adapters
by: Jalilian, Shayan, et al.
Published: (2025)

SDA: Steering-Driven Distribution Alignment for Open LLMs without Fine-Tuning
by: Xia, Wei, et al.
Published: (2025)