Irina Bigoulaeva

4 papers · 2021–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

+1 more ↓

🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

❓ The Questioner

Venues

ACL (2) EACL (1) EMNLP (1)

Top co-authors

Iryna Gurevych (3) Harish Tayyar Madabushi (2) Jonas Rohweder (1) Rachneet Singh Sachdeva (1) Viktor Hangya (1) Rachneet Sachdeva (1) Sheng Lu (1) Aline Villavicencio (1) Alexander Fraser (1) Subhabrata Dutta (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Natural Language Processing (3) Learning Types · Machine Learning (3) Deep Learning (2) Applications (2) Core AI (2) Learning Paradigms (2) Core Methods (1) Learning Types · Deep Learning (1) Models (1) Resources & Methods (1)

Keywords

multi-task learning (1) transfer learning (1) text classification (1) natural language inference (1) in-context learning (1) explanation generation (1) linguistic knowledge (1) low-resource language (1) mechanistic interpretability (1) emergent abilities (1) hate speech detection (1) cross-lingual transfer learning (1) text-to-text model (1) model memory (1) ability evaluation (1) explainable prediction (1) figurative language (1) bilingual word embedding (1) sequential fine-tuning (1) large language model (1)

Papers

Patches of Nonlinearity: Instruction Vectors in Large Language Models ACL 2026 Are Emergent Abilities in Large Language Models just In-Context Learning? ACL 2024 Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5 EMNLP 2022 Cross-Lingual Transfer Learning for Hate Speech Detection EACL 2021