Cover Image

Cross-Lingual Stability and Bias in Instruction-Tuned Language Models for Humanitarian NLP

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Nemkova, Poli, Adhikari, Amrit, Pearson, Matthew, Sadu, Vamsi Krishna, Albert, Mark V.
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Comparing LLM Text Annotation Skills: A Study on Human Rights Violations in Social Media Data
by: Nemkova, Poli Apollinaire, et al.
Published: (2025)

Do Large Language Models Know Conflict? Investigating Parametric vs. Non-Parametric Knowledge of LLMs for Conflict Forecasting
by: Nemkova, Apollinaire Poli, et al.
Published: (2025)

LIME-LLM: Probing Models with Fluent Counterfactuals, Not Broken Text
by: Mihaila, George, et al.
Published: (2026)

CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment
by: Lin, Geyu, et al.
Published: (2024)

LuxInstruct: A Cross-Lingual Instruction Tuning Dataset For Luxembourgish
by: Philippy, Fred, et al.
Published: (2025)

A Cross-Lingual Analysis of Bias in Large Language Models Using Romanian History
by: Cocu, Matei-Iulian, et al.
Published: (2025)

Cross-Lingual Conversational Speech Summarization with Large Language Models
by: Nelson, Max, et al.
Published: (2024)

Cross-Lingual Interleaving for Speech Language Models
by: Moumen, Adel, et al.
Published: (2025)

Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning
by: Philippy, Fred, et al.
Published: (2025)

How Instruction-Tuning Imparts Length Control: A Cross-Lingual Mechanistic Analysis
by: Rocchetti, Elisabetta, et al.
Published: (2025)

Cross-Lingual Activation Steering for Multilingual Language Models
by: Pokharel, Rhitabrat, et al.
Published: (2026)

An In-Vitro Study on Cross-Lingual Generalization in Language Models
by: Cosma, Adrian
Published: (2026)

Cross-Lingual Knowledge Editing in Large Language Models
by: Wang, Jiaan, et al.
Published: (2023)

When Does Language Transfer Help? Sequential Fine-Tuning for Cross-Lingual Euphemism Detection
by: Sammartino, Julia, et al.
Published: (2025)

Deanthropomorphising NLP: Can a Language Model Be Conscious?
by: Shardlow, Matthew, et al.
Published: (2022)

CroCo: Cross-Lingual Contrastive Preference Tuning on Self-Generations
by: Zhang, Mike, et al.
Published: (2026)

Soft Prompt Tuning for Cross-Lingual Transfer: When Less is More
by: Philippy, Fred, et al.
Published: (2024)

Why Low-Resource NLP Needs More Than Cross-Lingual Transfer: Lessons Learned from Luxembourgish
by: Philippy, Fred, et al.
Published: (2026)

Cross-Lingual Probing and Community-Grounded Analysis of Gender Bias in Low-Resource Bengali
by: Reaj, Md Asgor Hossain, et al.
Published: (2026)

Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMs
by: Liu, Danni, et al.
Published: (2025)

mOthello: When Do Cross-Lingual Representation Alignment and Cross-Lingual Transfer Emerge in Multilingual Models?
by: Hua, Tianze, et al.
Published: (2024)

PersianMind: A Cross-Lingual Persian-English Large Language Model
by: Rostami, Pedram, et al.
Published: (2024)

Code-Switching In-Context Learning for Cross-Lingual Transfer of Large Language Models
by: Yoo, Haneul, et al.
Published: (2025)

Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning
by: Tu, Lifu, et al.
Published: (2023)

Whose Good, Whose Place? The Moral Geography of Agentic AI for Social Good
by: Nemkova, Poli, et al.
Published: (2026)

CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models
by: Zhang, Yongheng, et al.
Published: (2025)

Phased Instruction Fine-Tuning for Large Language Models
by: Pang, Wei, et al.
Published: (2024)

Investigating Instruction Tuning Large Language Models on Graphs
by: Zhu, Kerui, et al.
Published: (2024)

GPTs and Language Barrier: A Cross-Lingual Legal QA Examination
by: Nguyen, Ha-Thanh, et al.
Published: (2024)

Analyzing the Evaluation of Cross-Lingual Knowledge Transfer in Multilingual Language Models
by: Rajaee, Sara, et al.
Published: (2024)

Cross-Lingual Consistency: A Novel Inference Framework for Advancing Reasoning in Large Language Models
by: Yu, Zhiwei, et al.
Published: (2025)

Best-of-L: Cross-Lingual Reward Modeling for Mathematical Reasoning
by: Rajaee, Sara, et al.
Published: (2025)

GraphGPT: Graph Instruction Tuning for Large Language Models
by: Tang, Jiabin, et al.
Published: (2023)

Towards Robust Instruction Tuning on Multimodal Large Language Models
by: Han, Wei, et al.
Published: (2024)

OctoPack: Instruction Tuning Code Large Language Models
by: Muennighoff, Niklas, et al.
Published: (2023)

Optimizing Psychological Counseling with Instruction-Tuned Large Language Models
by: Li, Wenjie, et al.
Published: (2024)

Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias
by: Wan, Zhongwei, et al.
Published: (2023)

AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging
by: Zhao, Yiran, et al.
Published: (2024)

M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models
by: Maheshwary, Rishabh, et al.
Published: (2024)

Assessing Political Bias in Large Language Models
by: Rettenberger, Luca, et al.
Published: (2024)