NLPExplorer

Ivan Vulic

Number of Papers:- 170

Number of Citations:- 271

First ACL Paper:- 2011

Latest ACL Paper:- 2024

Venues:-

NAACL

NLP4ConvAI

CoNLL

COLING

SIGTYP

EMNLP

Findings

RANLP

VarDial

SemEval

LREC

DeeLIO

MOOMIN

TACL

IWCS

ACL

EACL

RepL4NLP

*SEMEVAL

MML

IJCNLP

*SEM

Co-Authors:-

Similar Authors:-

JSI and WüNLP at the DIALECT-COPA Shared Task: In-Context Learning From Just a Few Dialectal Examples Gets You Quite Far VarDial WS

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

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

Han Zhou | Xingchen Wan | Ivan Vulić | Anna Korhonen |

Proceedings of the 1st Workshop on Modular and Open Multilingual NLP (MOOMIN 2024) MOOMIN WS

Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer EACL

Marinela Parović | Ivan Vulić | Anna Korhonen |

VarDial Evaluation Campaign 2024: Commonsense Reasoning in Dialects and Multi-Label Similar Language Identification VarDial WS

Self-Augmented In-Context Learning for Unsupervised Word Translation ACL

Yaoyiran Li | Anna Korhonen | Ivan Vulić |

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

Evgeniia Razumovskaia | Goran Glavaš | Anna Korhonen | Ivan Vulić |

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

Chen Liu | Jonas Pfeiffer | Ivan Vulić | Iryna Gurevych |

Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments EMNLP

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

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

Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages F i n d i n g s - E M N L P

Fabian David Schmidt | Philipp Borchert | Ivan Vulić | Goran Glavaš |

Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning F i n d i n g s - E M N L P

Can Pretrained Language Models (Yet) Reason Deductively? EACL

Delving Deeper into Cross-lingual Visual Question Answering F i n d i n g s - E A C L

Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders EACL

Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging ACL

Fabian David Schmidt | Ivan Vulić | Goran Glavaš |

Romanization-based Large-scale Adaptation of Multilingual Language Models F i n d i n g s - E M N L P

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

Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning F i n d i n g s - E M N L P

Han Zhou | Xingchen Wan | Ivan Vulić | Anna Korhonen |

Cross-Lingual Transfer with Target Language-Ready Task Adapters F i n d i n g s - A C L

Marinela Parovic | Alan Ansell | Ivan Vulić | Anna Korhonen |

Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning EMNLP

Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems TACL

On Bilingual Lexicon Induction with Large Language Models EMNLP

Yaoyiran Li | Anna Korhonen | Ivan Vulić |

Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue F i n d i n g s - A C L

Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity EMNLP

CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models EMNLP

Benjamin Minixhofer | Jonas Pfeiffer | Ivan Vulić |

Transfer-Free Data-Efficient Multilingual Slot Labeling EMNLP

Evgeniia Razumovskaia | Ivan Vulić | Anna Korhonen |

Quantifying the Dialect Gap and its Correlates Across Languages F i n d i n g s - E M N L P

Anjali Kantharuban | Ivan Vulić | Anna Korhonen |

Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation TACL

One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging for Cross-Lingual Transfer F i n d i n g s - E M N L P

Fabian David Schmidt | Ivan Vulić | Goran Glavaš |

Where’s the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation ACL

Benjamin Minixhofer | Jonas Pfeiffer | Ivan Vulić |

Distilling Efficient Language-Specific Models for Cross-Lingual Transfer F i n d i n g s - A C L

Alan Ansell | Edoardo Maria Ponti | Anna Korhonen | Ivan Vulić |

Translation-Enhanced Multilingual Text-to-Image Generation ACL

Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold ACL Findings

Sebastian Ruder | Ivan Vulić | Anders Søgaard |

Prix-LM: Pretraining for Multilingual Knowledge Base Construction ACL

Composable Sparse Fine-Tuning for Cross-Lingual Transfer ACL

Alan Ansell | Edoardo Ponti | Anna Korhonen | Ivan Vulić |

Proceedings of the Workshop on Multilingual Multimodal Learning ACL MML

Natural Language Processing for Multilingual Task-Oriented Dialogue ACL

Improving Word Translation via Two-Stage Contrastive Learning ACL

Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue ACL Findings

Evgeniia Razumovskaia | Ivan Vulić | Anna Korhonen |

xGQA: Cross-Lingual Visual Question Answering ACL Findings

Proceedings of Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures ACL DeeLIO

Eneko Agirre | Marianna Apidianaki | Ivan Vulić |

Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval TACL

NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue Findings NAACL

Inigo Casanueva | Ivan Vulić | Georgios Spithourakis | Paweł Budzianowski |

EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification Findings NAACL

Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog NAACL

BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer NAACL

Marinela Parović | Goran Glavaš | Ivan Vulić | Anna Korhonen |

Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval COLING

Robert Litschko | Ivan Vulić | Goran Glavaš |

Improving Bilingual Lexicon Induction with Cross-Encoder Reranking F i n d i n g s - E M N L P

Yaoyiran Li | Fangyu Liu | Ivan Vulić | Anna Korhonen |

SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition EMNLP

Fabian David Schmidt | Ivan Vulić | Goran Glavaš |

Modular and Parameter-Efficient Fine-Tuning for NLP Models EMNLP

Sebastian Ruder | Jonas Pfeiffer | Ivan Vulić |

Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders EMNLP

Don’t Stop Fine-Tuning: On Training Regimes for Few-Shot Cross-Lingual Transfer with Multilingual Language Models EMNLP

Fabian David Schmidt | Ivan Vulić | Goran Glavaš |

Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation EACL

Goran Glavaš | Ivan Vulić |

ConVEx: Data-Efficient and Few-Shot Slot Labeling NAACL

Matthew Henderson | Ivan Vulić |

Proceedings of the Third Workshop on Computational Typology and Multilingual NLP NAACL SIGTYP

Proceedings of Deep Learning Inside Out (DeeLIO): The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures DeeLIO NAACL

Eneko Agirre | Marianna Apidianaki | Ivan Vulić |

Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages TACL

Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking ACL IJCNLP

Fangyu Liu | Ivan Vulić | Anna Korhonen | Nigel Collier |

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

Fangyu Liu | Ivan Vulić | Anna Korhonen | Nigel Collier |

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts EMNLP

Jing Jiang | Ivan Vulić |

MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models CoNLL EMNLP

How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models ACL IJCNLP

AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples EMNLP

ConvFiT: Conversational Fine-Tuning of Pretrained Language Models EMNLP

Climbing the Tower of Treebanks: Improving Low-Resource Dependency Parsing via Hierarchical Source Selection Findings

Goran Glavaš | Ivan Vulić |

RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models ACL IJCNLP

Soumya Barikeri | Anne Lauscher | Ivan Vulić | Goran Glavaš |

MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer EMNLP Findings

UNKs Everywhere: Adapting Multilingual Language Models to New Scripts EMNLP

Jonas Pfeiffer | Ivan Vulić | Iryna Gurevych | Sebastian Ruder |

Proceedings of SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics SEM ACL IJCNLP

Lun-Wei Ku | Vivi Nastase | Ivan Vulić |

Multilingual and Cross-Lingual Intent Detection from Spoken Data EMNLP

Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) ACL IJCNLP RepL4NLP

A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters ACL IJCNLP

Semantic Data Set Construction from Human Clustering and Spatial Arrangement CL

Verb Knowledge Injection for Multilingual Event Processing ACL IJCNLP

LexFit: Lexical Fine-Tuning of Pretrained Language Models ACL IJCNLP

Ivan Vulić | Edoardo Maria Ponti | Anna Korhonen | Goran Glavaš |

Non-Linear Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces ACL

Goran Glavaš | Ivan Vulić |

Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations ACL

Multidirectional Associative Optimization of Function-Specific Word Representations ACL

Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction ACL

Mladen Karan | Ivan Vulić | Anna Korhonen | Goran Glavaš |

Improving Bilingual Lexicon Induction with Unsupervised Post-Processing of Monolingual Word Vector Spaces ACL RepL4NLP WS

Ivan Vulić | Anna Korhonen | Goran Glavaš |

Efficient Intent Detection with Dual Sentence Encoders ACL NLP4ConvAI WS

SemEval-2020 Task 3: Graded Word Similarity in Context COLING SemEval

XHate-999: Analyzing and Detecting Abusive Language Across Domains and Languages COLING

Goran Glavaš | Mladen Karan | Ivan Vulić |

Emergent Communication Pretraining for Few-Shot Machine Translation COLING

Yaoyiran Li | Edoardo Maria Ponti | Ivan Vulić | Anna Korhonen |

Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity COLING

SemEval-2020 Task 2: Predicting Multilingual and Cross-Lingual (Graded) Lexical Entailment COLING SemEval

Goran Glavaš | Ivan Vulić | Anna Korhonen | Simone Paolo Ponzetto |

Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers COLING

Robert Litschko | Ivan Vulić | Željko Agić | Goran Glavaš |

Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis COLING

Olga Majewska | Ivan Vulić | Diana McCarthy | Anna Korhonen |

The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures EMNLP

Haim Dubossarsky | Ivan Vulić | Roi Reichart | Anna Korhonen |

XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning EMNLP

AdapterHub: A Framework for Adapting Transformers EMNLP

ConveRT: Efficient and Accurate Conversational Representations from Transformers EMNLP Findings

From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers EMNLP

Anne Lauscher | Vinit Ravishankar | Ivan Vulić | Goran Glavaš |

Proceedings of Deep Learning Inside Out (DeeLIO): The First Workshop on Knowledge Extraction and Integration for Deep Learning Architectures DeeLIO EMNLP

Eneko Agirre | Marianna Apidianaki | Ivan Vulić |

Are All Good Word Vector Spaces Isomorphic? EMNLP

Ivan Vulić | Sebastian Ruder | Anders Søgaard |

Proceedings of the Second Workshop on Computational Research in Linguistic Typology EMNLP SIGTYP

MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer EMNLP

Jonas Pfeiffer | Ivan Vulić | Iryna Gurevych | Sebastian Ruder |

Probing Pretrained Language Models for Lexical Semantics EMNLP

Spatial Multi-Arrangement for Clustering and Multi-way Similarity Dataset Construction LREC

Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity CL

Cross-lingual Semantic Specialization via Lexical Relation Induction EMNLP

Towards Zero-shot Language Modeling EMNLP

Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? EMNLP

Ivan Vulić | Goran Glavaš | Roi Reichart | Anna Korhonen |

PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking EMNLP

Hello, It’s GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems EMNLP WS

Paweł Budzianowski | Ivan Vulić |

Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation CoNLL

Qianchu Liu | Diana McCarthy | Ivan Vulić | Anna Korhonen |

On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages CoNLL

A Systematic Study of Leveraging Subword Information for Learning Word Representations NAACL

Yi Zhu | Ivan Vulić | Anna Korhonen |

Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs NAACL

Geert Heyman | Bregt Verreet | Ivan Vulić | Marie-Francine Moens |

Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines NAACL

Ehsan Shareghi | Daniela Gerz | Ivan Vulić | Anna Korhonen |

How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions ACL

Goran Glavaš | Robert Litschko | Sebastian Ruder | Ivan Vulić |

Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data EMNLP

Ivan Vulić | Marie-Francine Moens |

Proceedings of the Student Research Workshop at the 14th Conference of the European Chapter of the Association for Computational Linguistics EACL