profile picture

Ivan Vulić

cross-lingual transfer

multilingual

multilingual nlp

contrastive learning

large language models

cross-lingual nlp

zero-shot cross-lingual transfer

multilinguality

machine translation

representation learning

transfer learning

evaluation

dialogue systems

few-shot learning

pretrained language models

60

presentations

85

number of views

SHORT BIO

Presentations

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

Han Zhou and 3 other authors

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

Chengzu Li and 5 other authors

Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments

Han Zhou and 5 other authors

Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation

Markus Frohmann and 4 other authors

Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages

Fabian David Schmidt and 3 other authors

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

Chengzu Li and 5 other authors

JSI and W\"{u}NLP at the DIALECT-COPA Shared Task: In-Context Learning From Just a Few Dialectal Examples Gets You Quite Far

Nikola Ljubešić and 5 other authors

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

Songbo Hu and 4 other authors

FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing

Chen Liu and 3 other authors

SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU

Evgeniia Razumovskaia and 3 other authors

On Bilingual Lexicon Induction with Large Language Models

Yaoyiran Li and 2 other authors

Quantifying the Dialect Gap and its Correlates Across Languages

Anjali Kantharuban and 2 other authors

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

Han Zhou and 3 other authors

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

Songbo Hu and 7 other authors

CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models

Benjamin Minixhofer and 2 other authors

A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems

Songbo Hu and 7 other authors

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