Irina Bigoulaeva

According to our database, Irina Bigoulaeva authored at least 9 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Hypothesis-Driven Feature Manifold Analysis in LLMs via Supervised Multi-Dimensional Scaling.

Federico Tiblias, Irina Bigoulaeva, Jingcheng Niu, Simone Balloccu, Iryna Gurevych

Trans. Mach. Learn. Res., 2026

Patches of Nonlinearity: Instruction Vectors in Large Language Models.

Irina Bigoulaeva, Jonas Rohweder, Subhabrata Dutta, Iryna Gurevych

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Shape Happens: Automatic Feature Manifold Discovery in LLMs via Supervised Multi-Dimensional Scaling.

Federico Tiblias, Irina Bigoulaeva, Jingcheng Niu, Simone Balloccu, Iryna Gurevych

CoRR, October, 2025

The Inherent Limits of Pretrained LLMs: The Unexpected Convergence of Instruction Tuning and In-Context Learning Capabilities.

Irina Bigoulaeva, Harish Tayyar Madabushi, Iryna Gurevych

CoRR, January, 2025

2024

Are Emergent Abilities in Large Language Models just In-Context Learning?

Sheng Lu, Irina Bigoulaeva, Rachneet Sachdeva, Harish Tayyar Madabushi, Iryna Gurevych

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Label modification and bootstrapping for zero-shot cross-lingual hate speech detection.

Irina Bigoulaeva, Viktor Hangya, Iryna Gurevych, Alexander Fraser

Lang. Resour. Evaluation, December, 2023

2022

Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5.

Irina Bigoulaeva, Rachneet Sachdeva, Harish Tayyar Madabushi, Aline Villavicencio, Iryna Gurevych

CoRR, 2022

Addressing the Challenges of Cross-Lingual Hate Speech Detection.

Irina Bigoulaeva, Viktor Hangya, Iryna Gurevych, Alexander Fraser

CoRR, 2022

2021

Cross-Lingual Transfer Learning for Hate Speech Detection.

Irina Bigoulaeva, Viktor Hangya, Alexander Fraser

Proceedings of the First Workshop on Language Technology for Equality, 2021