Ivan Vulić

Value of Information: A Framework for Human–Agent Communication ACL 2026 ReCoVeR the Target Language: Language Steering without Sacrificing Task Performance EMNLP 2025 Quantifying Language Disparities in Multilingual Large Language Models EMNLP 2025 Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025 Retrofitting Large Language Models with Dynamic Tokenization ACL 2025 UNDIAL: Self-Distillation with Adjusted Logits for Robust Unlearning in Large Language Models NAACL 2025 Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models ICML 2025 Large Language Models are Miscalibrated In-Context Learners ACL 2025 Lost in Embeddings: Information Loss in Vision–Language Models EMNLP 2025 Imagine While Reasoning in Space: Multimodal Visualization-of-Thought ICML 2025 DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models NAACL 2024 Zero-Shot Tokenizer Transfer NIPS 2024 SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU NAACL 2024 FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing 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 TopViewRS: Vision-Language Models as Top-View Spatial Reasoners EMNLP 2024 Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments 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 JSI and WüNLP at the DIALECT-COPA Shared Task: In-Context Learning From Just a Few Dialectal Examples Gets You Quite Far NAACL 2024 VarDial Evaluation Campaign 2024: Commonsense Reasoning in Dialects and Multi-Label Similar Language Identification NAACL 2024 A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems EMNLP 2023 Transfer-Free Data-Efficient Multilingual Slot Labeling EMNLP 2023 Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity EMNLP 2023 CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models EMNLP 2023 Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue ACL 2023 Delving Deeper into Cross-lingual Visual Question Answering EACL 2023 Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders EACL 2023 Can Pretrained Language Models (Yet) Reason Deductively? EACL 2023 Where’s the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation ACL 2023 Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning EMNLP 2023 Cross-Lingual Transfer with Target Language-Ready Task Adapters ACL 2023 Translation-Enhanced Multilingual Text-to-Image Generation ACL 2023 Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging ACL 2023 Distilling Efficient Language-Specific Models for Cross-Lingual Transfer ACL 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 Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold ACL 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 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 xGQA: Cross-Lingual Visual Question Answering ACL 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 SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition EMNLP 2022 Modular and Parameter-Efficient Fine-Tuning for NLP Models EMNLP 2022 Improving Bilingual Lexicon Induction with Cross-Encoder Reranking 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 RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models IJCNLP 2021 Analogy Training Multilingual Encoders AAAI 2021 MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models EMNLP 2021 MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer EMNLP 2021 UNKs Everywhere: Adapting Multilingual Language Models to New Scripts EMNLP 2021 Multilingual and Cross-Lingual Intent Detection from Spoken Data EMNLP 2021 AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples EMNLP 2021 Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders EMNLP 2021 ConvFiT: Conversational Fine-Tuning of Pretrained Language Models EMNLP 2021 MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models CONLL 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 ConVEx: Data-Efficient and Few-Shot Slot Labeling NAACL 2021 Climbing the Tower of Treebanks: Improving Low-Resource Dependency Parsing via Hierarchical Source Selection IJCNLP 2021 Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking IJCNLP 2021 Verb Knowledge Injection for Multilingual Event Processing IJCNLP 2021 Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation EACL 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 A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters IJCNLP 2021 LexFit: Lexical Fine-Tuning of Pretrained Language Models IJCNLP 2021 How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models IJCNLP 2021 ConveRT: Efficient and Accurate Conversational Representations from Transformers EMNLP 2020 XHate-999: Analyzing and Detecting Abusive Language Across Domains and Languages COLING 2020 SemEval-2020 Task 2: Predicting Multilingual and Cross-Lingual (Graded) Lexical Entailment COLING 2020 SemEval-2020 Task 3: Graded Word Similarity in Context 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 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 Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis 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 SEMEVAL 2020 SemEval-2020 Task 3: Graded Word Similarity in Context SEMEVAL 2020 Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity COLING 2020 Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers COLING 2020 Emergent Communication Pretraining for Few-Shot Machine Translation COLING 2020 JW300: A Wide-Coverage Parallel Corpus for Low-Resource Languages ACL 2019 Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation CONLL 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 Training Neural Response Selection for Task-Oriented Dialogue Systems ACL 2019 Multilingual and Cross-Lingual Graded Lexical Entailment ACL 2019 Generalized Tuning of Distributional Word Vectors for Monolingual and Cross-Lingual Lexical Entailment 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 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 Data Collection and End-to-End Learning for Conversational AI IJCNLP 2019 Semantic Specialization of Distributional Word Vectors IJCNLP 2019 PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking IJCNLP 2019 A Systematic Study of Leveraging Subword Information for Learning Word Representations NAACL 2019 Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs NAACL 2019 Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines NAACL 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 On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages CONLL 2019 Data Collection and End-to-End Learning for Conversational AI EMNLP 2019 Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? EMNLP 2019 Towards Zero-shot Language Modeling EMNLP 2019 Cross-lingual Semantic Specialization via Lexical Relation Induction EMNLP 2019 Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources NAACL 2018 Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization EMNLP 2018 On the Limitations of Unsupervised Bilingual Dictionary Induction ACL 2018 Bridging Languages through Images with Deep Partial Canonical Correlation Analysis ACL 2018 Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP ACL 2018 Fully Statistical Neural Belief Tracking ACL 2018 Scoring Lexical Entailment with a Supervised Directional Similarity Network ACL 2018 Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation ACL 2018 Deep Learning for Conversational AI NAACL 2018 Explicit Retrofitting of Distributional Word Vectors ACL 2018 On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling EMNLP 2018 Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model NAACL 2018 Specialising Word Vectors for Lexical Entailment NAACL 2018 Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules ACL 2017 Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation EACL 2017 Cross-Lingual Word Representations: Induction and Evaluation EMNLP 2017 Word Vector Space Specialisation EACL 2017 Automatic Selection of Context Configurations for Improved Class-Specific Word Representations CONLL 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 Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation EMNLP 2017 On the Role of Seed Lexicons in Learning Bilingual Word Embeddings ACL 2016 Is “Universal Syntax” Universally Useful for Learning Distributed Word Representations? ACL 2016 SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity EMNLP 2016 Survey on the Use of Typological Information in Natural Language Processing COLING 2016 Multi-Modal Representations for Improved Bilingual Lexicon Learning ACL 2016 Exploiting Image Generality for Lexical Entailment Detection ACL 2015 Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction ACL 2015 Exploiting Image Generality for Lexical Entailment Detection IJCNLP 2015 Visual Bilingual Lexicon Induction with Transferred ConvNet Features EMNLP 2015 Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction IJCNLP 2015 TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay SEMEVAL 2015 Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data EMNLP 2014 Proceedings of the Student Research Workshop at the 14th Conference of the European Chapter of the Association for Computational Linguistics EACL 2014 Cross-Lingual Semantic Similarity of Words as the Similarity of Their Semantic Word Responses NAACL 2013 A Study on Bootstrapping Bilingual Vector Spaces from Non-Parallel Data (and Nothing Else) EMNLP 2013 Sub-corpora Sampling with an Application to Bilingual Lexicon Extraction COLING 2012 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 Identifying Word Translations from Comparable Corpora Using Latent Topic Models ACL 2011