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Anna Korhonen

Papers
26

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Semantic Scholar
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26papers

Authored papers

26

Multilinguality at the Edge: Developing Language Models for the Global South

arXiv 2026

2026

Self-Improving World Modelling with Latent Actions

arXiv 2026

2026

How Well Do Models Follow Visual Instructions? VIBE: A Systematic Benchmark for Visual Instruction-Driven Image Editing

arXiv 2026

2026

Polyglot Teachers: Evaluating Language Models for Multilingual Synthetic Data Generation

arXiv 2026

2026

Bolmo: Byteifying the Next Generation of Language Models

arXiv 2025

2025

Visual Planning: Let's Think Only with Images

arXiv 2025

2025

Agentic Policy Optimization via Instruction-Policy Co-Evolution

arXiv 2025

2025

Bootstrapping World Models from Dynamics Models in Multimodal Foundation Models

arXiv 2025

2025

Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators

arXiv 2024

2024

Scaling Sparse Fine-Tuning to Large Language Models

arXiv 2024

2024

DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models

arXiv 2024

2024

Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments

arXiv 2024

2024

TopViewRS: Vision-Language Models as Top-View Spatial Reasoners

arXiv 2024

2024

TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish

arXiv 2024

2024

MURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse Instructions

arXiv 2024

2024

Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning

arXiv 2023

2023

Are Large Language Models Temporally Grounded?

arXiv 2023

2023

Distilling Efficient Language-Specific Models for Cross-Lingual Transfer

arXiv 2023

2023

LongForm: Effective Instruction Tuning with Reverse Instructions

arXiv 2023

2023

AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning

arXiv 2023

2023

Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems

arXiv 2023

2023

On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning

arXiv 2023

2023

Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image Models

arXiv 2023

2023

Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders

EMNLP 2021 11

2021

Composable Sparse Fine-Tuning for Cross-Lingual Transfer

ACL 2022 5

2021

XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning

EMNLP 2020 11

2020

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10

from 26 papers