Ivan Vulić · page 2

28 papers in our library · 2016–2025 · page 2 of 2

Papers

The most cited first (OpenAlex and our library).

Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems (2023 · 17 citations)
Multilingual task-oriented dialog (TOD) systems need data that is hard to obtain. Existing multilingual TOD datasets are usually built by translating English data, which brings in "translationese" and inflates scores. Many are also small, ignore local culture, lack parallel dialogs across languages, or cover only…
Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? (2025 · 15 citations)
Few-shot adaptation of NLP models to new languages can follow three paths: supervised fine-tuning (SFT) of compact multilingual models, supervised instruction tuning (SIT), or in-context learning (ICL) with large generative LLMs.
Retrofitting Large Language Models with Dynamic Tokenization (2025 · 11 citations)
Most language models use a fixed subword tokenizer. This tokenizer often splits non-English text into too many pieces, which makes inference slower and more costly and spreads quality unevenly across languages. The authors adapt existing subword-based models to segment text adaptively, without retraining them. For…