← Authors

Ivan Vulić

176 papers · 2011–2025 · 11 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (14) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (11) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (7) 🗺️ Taxonomy Completionist (18) 🌈 Renaissance Researcher (9) 🏠 Conference Loyalist (53) 🌟 Keyword Trendsetter Combo (7) 🤝 Dynamic Duo (74) 🧬 Topic Evolution 🏆 Keyword Champion (6) 🔬 Deep Specialist (60) 🔥 Unstoppable (15) 🗃️ Keyword Collector (55) 📈 Trend Setter ⚡ Prolific Year (24) ❓ The Questioner (10) 💎 Century Club (176)

Conferences

ACL (53) EMNLP (53) NAACL (19) IJCNLP (15) EACL (12) COLING (11) CONLL (4) ICML (3) SEMEVAL (3) AAAI (2) NIPS (1)

Top co-authors

Anna Korhonen (74) Goran Glavaš (52) Edoardo Maria Ponti (24) Roi Reichart (19) Jonas Pfeiffer (16) Nikola Mrkšić (15) Sebastian Ruder (15) Iñigo Casanueva (13) Marie-Francine Moens (13) Daniela Gerz (13)

Research topics

Linguistics (2)

Keywords

cross-lingual transfer (44) transfer learning (19) word embedding (17) zero-shot learning (17) few-shot learning (16) multilingual nlp (16) bilingual lexicon induction (14) low-resource language (14) cross-lingual word embedding (12) pretrained language model (12) word vector (11) task-oriented dialogue (11) zero-shot transfer (10) multilingual language model (10) language model (9) large language model (9) semantic similarity (9) named entity recognition (8) dialogue system (8) contrastive learning (7)

Papers

Imagine While Reasoning in Space: Multimodal Visualization-of-Thought ICML 2025
UNDIAL: Self-Distillation with Adjusted Logits for Robust Unlearning in Large Language Models NAACL 2025
Lost in Embeddings: Information Loss in Vision–Language Models EMNLP 2025
ReCoVeR the Target Language: Language Steering without Sacrificing Task Performance EMNLP 2025
Quantifying Language Disparities in Multilingual Large Language Models EMNLP 2025
Retrofitting Large Language Models with Dynamic Tokenization ACL 2025
Large Language Models are Miscalibrated In-Context Learners ACL 2025
Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025
Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models ICML 2025
VarDial Evaluation Campaign 2024: Commonsense Reasoning in Dialects and Multi-Label Similar Language Identification NAACL 2024
Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning EMNLP 2024
Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages EMNLP 2024
Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation EMNLP 2024
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments EMNLP 2024
TopViewRS: Vision-Language Models as Top-View Spatial Reasoners EMNLP 2024
Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer EACL 2024
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems COLING 2024
Self-Augmented In-Context Learning for Unsupervised Word Translation ACL 2024
FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing NAACL 2024
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU NAACL 2024
JSI and WüNLP at the DIALECT-COPA Shared Task: In-Context Learning From Just a Few Dialectal Examples Gets You Quite Far NAACL 2024
DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models NAACL 2024
Zero-Shot Tokenizer Transfer NIPS 2024
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders EACL 2023
Delving Deeper into Cross-lingual Visual Question Answering EACL 2023
Can Pretrained Language Models (Yet) Reason Deductively? EACL 2023
Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning EMNLP 2023
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging for Cross-Lingual Transfer EMNLP 2023
Romanization-based Large-scale Adaptation of Multilingual Language Models EMNLP 2023
Quantifying the Dialect Gap and its Correlates Across Languages EMNLP 2023
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning EMNLP 2023
On Bilingual Lexicon Induction with Large Language Models EMNLP 2023
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems EMNLP 2023
Transfer-Free Data-Efficient Multilingual Slot Labeling EMNLP 2023
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging ACL 2023
Where’s the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation ACL 2023
Translation-Enhanced Multilingual Text-to-Image Generation ACL 2023
Cross-Lingual Transfer with Target Language-Ready Task Adapters ACL 2023
Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue ACL 2023
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer ACL 2023
Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity EMNLP 2023
CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models EMNLP 2023
Natural Language Processing for Multilingual Task-Oriented Dialogue ACL 2022
Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue ACL 2022
Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold ACL 2022
xGQA: Cross-Lingual Visual Question Answering ACL 2022
SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition EMNLP 2022
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval COLING 2022
Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders EMNLP 2022
Don’t Stop Fine-Tuning: On Training Regimes for Few-Shot Cross-Lingual Transfer with Multilingual Language Models EMNLP 2022
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking EMNLP 2022
Modular and Parameter-Efficient Fine-Tuning for NLP Models EMNLP 2022
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages ICML 2022
BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer NAACL 2022
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog NAACL 2022
EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification NAACL 2022
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue NAACL 2022
Composable Sparse Fine-Tuning for Cross-Lingual Transfer ACL 2022
Improving Word Translation via Two-Stage Contrastive Learning ACL 2022
Prix-LM: Pretraining for Multilingual Knowledge Base Construction ACL 2022
Climbing the Tower of Treebanks: Improving Low-Resource Dependency Parsing via Hierarchical Source Selection IJCNLP 2021
Analogy Training Multilingual Encoders AAAI 2021
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models ACL 2021
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models ACL 2021
LexFit: Lexical Fine-Tuning of Pretrained Language Models ACL 2021
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters ACL 2021
Verb Knowledge Injection for Multilingual Event Processing ACL 2021
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking ACL 2021
Climbing the Tower of Treebanks: Improving Low-Resource Dependency Parsing via Hierarchical Source Selection ACL 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models CONLL 2021
Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation EACL 2021
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models EMNLP 2021
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders EMNLP 2021
AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples EMNLP 2021
Multilingual and Cross-Lingual Intent Detection from Spoken Data EMNLP 2021
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts EMNLP 2021
MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer EMNLP 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models EMNLP 2021
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models IJCNLP 2021
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models IJCNLP 2021
LexFit: Lexical Fine-Tuning of Pretrained Language Models IJCNLP 2021
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters IJCNLP 2021
Verb Knowledge Injection for Multilingual Event Processing IJCNLP 2021
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking IJCNLP 2021
ConVEx: Data-Efficient and Few-Shot Slot Labeling NAACL 2021
Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction ACL 2020
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning EMNLP 2020
The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures EMNLP 2020
Are All Good Word Vector Spaces Isomorphic? EMNLP 2020
From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers EMNLP 2020
Probing Pretrained Language Models for Lexical Semantics EMNLP 2020
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer EMNLP 2020
AdapterHub: A Framework for Adapting Transformers EMNLP 2020
ConveRT: Efficient and Accurate Conversational Representations from Transformers EMNLP 2020
SemEval-2020 Task 3: Graded Word Similarity in Context SEMEVAL 2020
SemEval-2020 Task 2: Predicting Multilingual and Cross-Lingual (Graded) Lexical Entailment SEMEVAL 2020
XHate-999: Analyzing and Detecting Abusive Language Across Domains and Languages COLING 2020
Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis COLING 2020
Emergent Communication Pretraining for Few-Shot Machine Translation COLING 2020
Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers COLING 2020
Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity COLING 2020
A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces AAAI 2020
Improving Bilingual Lexicon Induction with Unsupervised Post-Processing of Monolingual Word Vector Spaces ACL 2020
Efficient Intent Detection with Dual Sentence Encoders ACL 2020
Non-Linear Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces ACL 2020
SemEval-2020 Task 3: Graded Word Similarity in Context COLING 2020
Multidirectional Associative Optimization of Function-Specific Word Representations ACL 2020
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations ACL 2020
SemEval-2020 Task 2: Predicting Multilingual and Cross-Lingual (Graded) Lexical Entailment COLING 2020
Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs NAACL 2019
On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages CONLL 2019
A Systematic Study of Leveraging Subword Information for Learning Word Representations NAACL 2019
Generalized Tuning of Distributional Word Vectors for Monolingual and Cross-Lingual Lexical Entailment ACL 2019
Cross-lingual Semantic Specialization via Lexical Relation Induction EMNLP 2019
Towards Zero-shot Language Modeling EMNLP 2019
Semantic Specialization of Distributional Word Vectors IJCNLP 2019
Data Collection and End-to-End Learning for Conversational AI IJCNLP 2019
Cross-lingual Semantic Specialization via Lexical Relation Induction IJCNLP 2019
Towards Zero-shot Language Modeling IJCNLP 2019
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? IJCNLP 2019
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? EMNLP 2019
Data Collection and End-to-End Learning for Conversational AI EMNLP 2019
Semantic Specialization of Distributional Word Vectors EMNLP 2019
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking EMNLP 2019
Hello, It’s GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems EMNLP 2019
JW300: A Wide-Coverage Parallel Corpus for Low-Resource Languages ACL 2019
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions ACL 2019
A Repository of Conversational Datasets ACL 2019
Proceedings of TyP-NLP: The First Workshop on Typology for Polyglot NLP ACL 2019
Specializing Distributional Vectors of All Words for Lexical Entailment ACL 2019
Unsupervised Cross-Lingual Representation Learning ACL 2019
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking IJCNLP 2019
Training Neural Response Selection for Task-Oriented Dialogue Systems ACL 2019
Multilingual and Cross-Lingual Graded Lexical Entailment ACL 2019
Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines NAACL 2019
Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation CONLL 2019
On the Limitations of Unsupervised Bilingual Dictionary Induction ACL 2018
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization EMNLP 2018
On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling EMNLP 2018
Explicit Retrofitting of Distributional Word Vectors ACL 2018
Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation ACL 2018
Scoring Lexical Entailment with a Supervised Directional Similarity Network ACL 2018
Fully Statistical Neural Belief Tracking ACL 2018
Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP ACL 2018
Bridging Languages through Images with Deep Partial Canonical Correlation Analysis ACL 2018
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources NAACL 2018
Specialising Word Vectors for Lexical Entailment NAACL 2018
Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model NAACL 2018
Deep Learning for Conversational AI NAACL 2018
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules ACL 2017
Automatic Selection of Context Configurations for Improved Class-Specific Word Representations CONLL 2017
Cross-Lingual Word Representations: Induction and Evaluation EMNLP 2017
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation EMNLP 2017
Word Vector Space Specialisation EACL 2017
Cross-Lingual Syntactically Informed Distributed Word Representations EACL 2017
Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations EACL 2017
Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation EACL 2017
Survey on the Use of Typological Information in Natural Language Processing COLING 2016
Multi-Modal Representations for Improved Bilingual Lexicon Learning ACL 2016
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity EMNLP 2016
Is “Universal Syntax” Universally Useful for Learning Distributed Word Representations? ACL 2016
On the Role of Seed Lexicons in Learning Bilingual Word Embeddings ACL 2016
Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction IJCNLP 2015
TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay SEMEVAL 2015
Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction ACL 2015
Exploiting Image Generality for Lexical Entailment Detection ACL 2015
Visual Bilingual Lexicon Induction with Transferred ConvNet Features EMNLP 2015
Exploiting Image Generality for Lexical Entailment Detection IJCNLP 2015
Proceedings of the Student Research Workshop at the 14th Conference of the European Chapter of the Association for Computational Linguistics EACL 2014
Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data EMNLP 2014
A Study on Bootstrapping Bilingual Vector Spaces from Non-Parallel Data (and Nothing Else) EMNLP 2013
Cross-Lingual Semantic Similarity of Words as the Similarity of Their Semantic Word Responses NAACL 2013
Skip N-grams and Ranking Functions for Predicting Script Events EACL 2012
Detecting Highly Confident Word Translations from Comparable Corpora without Any Prior Knowledge EACL 2012
Sub-corpora Sampling with an Application to Bilingual Lexicon Extraction COLING 2012
Identifying Word Translations from Comparable Corpora Using Latent Topic Models ACL 2011