Cover Image

Fair Text Classification via Transferable Representations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Leteno, Thibaud, Perrot, Michael, Laclau, Charlotte, Gourru, Antoine, Gravier, Christophe
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

An investigation of structures responsible for gender bias in BERT and DistilBERT
by: Leteno, Thibaud, et al.
Published: (2024)

Histoires Morales: A French Dataset for Assessing Moral Alignment
by: Leteno, Thibaud, et al.
Published: (2025)

Capturing Style in Author and Document Representation
by: Terreau, Enzo, et al.
Published: (2024)

Wikidata as a seed for Web Extraction
by: Guo, Kunpeng, et al.
Published: (2024)

Fine-tuning Strategies for Domain Specific Question Answering under Low Annotation Budget Constraints
by: Guo, Kunpeng, et al.
Published: (2024)

QAnswer: Towards Question Answering Search over Websites
by: Guo, Kunpeng, et al.
Published: (2024)

On the Impact of Output Perturbation on Fairness in Binary Linear Classification
by: Emelianov, Vitalii, et al.
Published: (2024)

Revisiting Hierarchical Text Classification: Inference and Metrics
by: Plaud, Roman, et al.
Published: (2024)

Explaining Text Classifiers with Counterfactual Representations
by: Lemberger, Pirmin, et al.
Published: (2024)

A Survey on Fairness for Machine Learning on Graphs
by: Laclau, Charlotte, et al.
Published: (2022)

Enhancing Hyperspace Analogue to Language (HAL) Representations via Attention-Based Pooling for Text Classification
by: Sakour, Ali, et al.
Published: (2026)

Inductive Entity Representations from Text via Link Prediction
by: Daza, Daniel, et al.
Published: (2020)

Beyond Arrow's Impossibility: Fairness as an Emergent Property of Multi-Agent Collaboration
by: Chaki, Sayan Kumar, et al.
Published: (2026)

A Robust Autoencoder Ensemble-Based Approach for Anomaly Detection in Text
by: Pantin, Jeremie, et al.
Published: (2024)

Balancing the Scales: Reinforcement Learning for Fair Classification
by: Eshuijs, Leon, et al.
Published: (2024)

k-hop Fairness: Addressing Disparities in Graph Link Prediction Beyond First-Order Neighborhoods
by: Marey, Lilian, et al.
Published: (2026)

Fighting Spurious Correlations in Text Classification via a Causal Learning Perspective
by: Zhou, Yuqing, et al.
Published: (2024)

On the Fragility of Active Learners for Text Classification
by: Ghose, Abhishek, et al.
Published: (2024)

Universal Cross-Lingual Text Classification
by: Savant, Riya, et al.
Published: (2024)

TextAge: A Curated and Diverse Text Dataset for Age Classification
by: Cheekati, Shravan, et al.
Published: (2024)

Ensembling Finetuned Language Models for Text Classification
by: Arango, Sebastian Pineda, et al.
Published: (2024)

Fair Representation in Parliamentary Summaries: Measuring and Mitigating Inclusion Bias
by: Cunningham, Eoghan, et al.
Published: (2025)

Graph Contrastive Learning via Cluster-refined Negative Sampling for Semi-supervised Text Classification
by: Ai, Wei, et al.
Published: (2024)

DETree: DEtecting Human-AI Collaborative Texts via Tree-Structured Hierarchical Representation Learning
by: He, Yongxin, et al.
Published: (2025)

Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications
by: Liu, Yanchen, et al.
Published: (2023)

Generative or Discriminative? Revisiting Text Classification in the Era of Transformers
by: Kasa, Siva Rajesh, et al.
Published: (2025)

Stochastic Adversarial Networks for Multi-Domain Text Classification
by: Wang, Xu, et al.
Published: (2024)

Determinants of Training Corpus Size for Clinical Text Classification
by: Chaturvedi, Jaya, et al.
Published: (2026)

AutoGeTS: Knowledge-based Automated Generation of Text Synthetics for Improving Text Classification
by: Xue, Chenhao, et al.
Published: (2025)

MatchXML: An Efficient Text-label Matching Framework for Extreme Multi-label Text Classification
by: Ye, Hui, et al.
Published: (2023)

Structural Bias Beyond Homophily: A Study of Fairness in Link Prediction
by: Marey, Lilian, et al.
Published: (2026)

Interpretable Discriminative Text Representations via Agreement and Label Disentanglement
by: Wang, Tong, et al.
Published: (2026)

Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification
by: Eshuijs, Leon, et al.
Published: (2025)

Hate Speech Detection and Classification in Amharic Text with Deep Learning
by: Gashe, Samuel Minale, et al.
Published: (2024)

Evaluating Text Classification Robustness to Part-of-Speech Adversarial Examples
by: Samadi, Anahita, et al.
Published: (2024)

MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts
by: Guo, Haoqiang, et al.
Published: (2024)

Feature Alignment and Representation Transfer in Knowledge Distillation for Large Language Models
by: Yang, Junjie, et al.
Published: (2025)

Persian Slang Text Conversion to Formal and Deep Learning of Persian Short Texts on Social Media for Sentiment Classification
by: Khazeni, Mohsen, et al.
Published: (2024)

Large Language Models For Text Classification: Case Study And Comprehensive Review
by: Kostina, Arina, et al.
Published: (2025)

Hierarchical Text Classification Using Black Box Large Language Models
by: Yoshimura, Kosuke, et al.
Published: (2025)