| 2026 | ACL | Value of Information: A Framework for Human-Agent Communication. | Yijiang River Dong, Tiancheng Hu, Zheng Hui, Caiqi Zhang, Ivan Vulic, Andreea Bobu, Nigel Collier |
| 2026 | ACL | Dial HEALTHDIAL for Advice: A Multilingual and Multi-Parallel Spoken Dialogue Dataset for Knowledge-Grounded Information Seeking. | Songbo Hu, Yinhong Liu, Ej Zhou, Evgeniia Razumovskaia, Xiaobin Wang, Alexander Fraser, Ivan Vulic, Anna Korhonen |
| 2025 | ACL | Language Fusion for Parameter-Efficient Cross-lingual Transfer. | Philipp Borchert, Ivan Vulic, Marie-Francine Moens, Jochen De Weerdt |
| 2025 | ACL | Retrofitting Large Language Models with Dynamic Tokenization. | Darius Feher, Ivan Vulic, Benjamin Minixhofer |
| 2025 | ACL | Large Language Models are Miscalibrated In-Context Learners. | Chengzu Li, Han Zhou, Goran Glavas, Anna Korhonen, Ivan Vulic |
| 2025 | EMNLP | Quantifying Language Disparities in Multilingual Large Language Models. | Songbo Hu, Ivan Vulic, Anna Korhonen |
| 2025 | EMNLP | Lost in Embeddings: Information Loss in Vision-Language Models. | Wenyan Li, Raphael Tang, Chengzu Li, Caiqi Zhang, Ivan Vulic, Anders Sgaard |
| 2025 | EMNLP | ReCoVeR the Target Language: Language Steering without Sacrificing Task Performance. | Hannah Sterz, Fabian David Schmidt, Goran Glavas, Ivan Vulic |
| 2025 | ICML | Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models. | Yinhong Liu, Zhijiang Guo, Tianya Liang, Ehsan Shareghi, Ivan Vulic, Nigel Collier |
| 2025 | ICML | Imagine While Reasoning in Space: Multimodal Visualization-of-Thought. | Chengzu Li, Wenshan Wu, Huanyu Zhang, Yan Xia, Shaoguang Mao, Li Dong, Ivan Vulic, Furu Wei |
| 2025 | NAACL | UNDIAL: Self-Distillation with Adjusted Logits for Robust Unlearning in Large Language Models. | Yijiang River Dong, Hongzhou Lin, Mikhail Belkin, Ramn Huerta, Ivan Vulic |
| 2024 | ACL | Self-Augmented In-Context Learning for Unsupervised Word Translation. | Yaoyiran Li, Anna Korhonen, Ivan Vulic |
| 2024 | COLING | Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. | Songbo Hu, Ivan Vulic, Fangyu Liu, Anna Korhonen |
| 2024 | EACL | Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer. | Marinela Parovic, Ivan Vulic, Anna Korhonen |
| 2024 | EMNLP | Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation. | Markus Frohmann, Igor Sterner, Ivan Vulic, Benjamin Minixhofer, Markus Schedl |
| 2024 | EMNLP | TopViewRS: Vision-Language Models as Top-View Spatial Reasoners. | Chengzu Li, Caiqi Zhang, Han Zhou, Nigel Collier, Anna Korhonen, Ivan Vulic |
| 2024 | EMNLP | Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning. | Evgeniia Razumovskaia, Ivan Vulic, Pavle Markovic, Tomasz Cichy, Qian Zheng, Tsung-Hsien Wen, Pawel Budzianowski |
| 2024 | EMNLP | Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages. | Fabian David Schmidt, Philipp Borchert, Ivan Vulic, Goran Glavas |
| 2024 | EMNLP | Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments. | Han Zhou, Xingchen Wan, Yinhong Liu, Nigel Collier, Ivan Vulic, Anna Korhonen |
| 2024 | NAACL | DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models. | Songbo Hu, Xiaobin Wang, Moy Yuan, Anna Korhonen, Ivan Vulic |
| 2024 | NAACL | FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing. | Chen Liu, Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych |
| 2024 | NAACL | SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU. | Evgeniia Razumovskaia, Goran Glavas, Anna Korhonen, Ivan Vulic |
| 2024 | RecSys | CALRec: Contrastive Alignment of Generative LLMs for Sequential Recommendation. | Yaoyiran Li, Xiang Zhai, Moustafa Alzantot, Keyi Yu, Ivan Vulic, Anna Korhonen, Mohamed Hammad |
| 2023 | ACL | Distilling Efficient Language-Specific Models for Cross-Lingual Transfer. | Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic |
| 2023 | ACL | Translation-Enhanced Multilingual Text-to-Image Generation. | Yaoyiran Li, Ching-Yun Chang, Stephen Rawls, Ivan Vulic, Anna Korhonen |
| 2023 | ACL | Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation. | Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic |
| 2023 | ACL | Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue. | Nikita Moghe, Evgeniia Razumovskaia, Liane Guillou, Ivan Vulic, Anna Korhonen, Alexandra Birch |
| 2023 | ACL | Cross-Lingual Transfer with Target Language-Ready Task Adapters. | Marinela Parovic, Alan Ansell, Ivan Vulic, Anna Korhonen |
| 2023 | ACL | Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging. | Fabian David Schmidt, Ivan Vulic, Goran Glavas |
| 2023 | EACL | Delving Deeper into Cross-lingual Visual Question Answering. | Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych |
| 2023 | EACL | Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. | Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen |
| 2023 | EACL | Can Pretrained Language Models (Yet) Reason Deductively? | Zhangdie Yuan, Songbo Hu, Ivan Vulic, Anna Korhonen, Zaiqiao Meng |
| 2023 | EMNLP | Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity. | Alan Ansell, Marinela Parovic, Ivan Vulic, Anna Korhonen, Edoardo M. Ponti |
| 2023 | EMNLP | A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems. | Songbo Hu, Han Zhou, Moy Yuan, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Anna Korhonen, Ivan Vulic |
| 2023 | EMNLP | Quantifying the Dialect Gap and its Correlates Across Languages. | Anjali Kantharuban, Ivan Vulic, Anna Korhonen |
| 2023 | EMNLP | On Bilingual Lexicon Induction with Large Language Models. | Yaoyiran Li, Anna Korhonen, Ivan Vulic |
| 2023 | EMNLP | CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models. | Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic |
| 2023 | EMNLP | Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning. | Clifton Poth, Hannah Sterz, Indraneil Paul, Sukannya Purkayastha, Leon Englnder, Timo Imhof, Ivan Vulic, Sebastian Ruder, Iryna Gurevych, Jonas Pfeiffer |
| 2023 | EMNLP | Romanization-based Large-scale Adaptation of Multilingual Language Models. | Sukannya Purkayastha, Sebastian Ruder, Jonas Pfeiffer, Iryna Gurevych, Ivan Vulic |
| 2023 | EMNLP | Transfer-Free Data-Efficient Multilingual Slot Labeling. | Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen |
| 2023 | EMNLP | One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging for Cross-Lingual Transfer. | Fabian David Schmidt, Ivan Vulic, Goran Glavas |
| 2023 | EMNLP | Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning. | Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen |
| 2022 | ACL | Composable Sparse Fine-Tuning for Cross-Lingual Transfer. | Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic |
| 2022 | ACL | Improving Word Translation via Two-Stage Contrastive Learning. | Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic |
| 2022 | ACL | xGQA: Cross-Lingual Visual Question Answering. | Jonas Pfeiffer, Gregor Geigle, Aishwarya Kamath, Jan-Martin O. Steitz, Stefan Roth, Ivan Vulic, Iryna Gurevych |
| 2022 | ACL | Natural Language Processing for Multilingual Task-Oriented Dialogue. | Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Edoardo Maria Ponti, Ivan Vulic |
| 2022 | ACL | Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue. | Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen |
| 2022 | ACL | Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold. | Sebastian Ruder, Ivan Vulic, Anders Sgaard |
| 2022 | ACL | Prix-LM: Pretraining for Multilingual Knowledge Base Construction. | Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen |
| 2022 | COLING | Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval. | Robert Litschko, Ivan Vulic, Goran Glavas |
| 2022 | EMNLP | Improving Bilingual Lexicon Induction with Cross-Encoder Reranking. | Yaoyiran Li, Fangyu Liu, Ivan Vulic, Anna Korhonen |
| 2022 | EMNLP | Modular and Parameter-Efficient Fine-Tuning for NLP Models. | Sebastian Ruder, Jonas Pfeiffer, Ivan Vulic |
| 2022 | EMNLP | Don't Stop Fine-Tuning: On Training Regimes for Few-Shot Cross-Lingual Transfer with Multilingual Language Models. | Fabian David Schmidt, Ivan Vulic, Goran Glavas |
| 2022 | EMNLP | SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition. | Fabian David Schmidt, Ivan Vulic, Goran Glavas |
| 2022 | EMNLP | Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders. | Ivan Vulic, Iigo Casanueva, Georgios Spithourakis, Avishek Mondal, Tsung-Hsien Wen, Pawel Budzianowski |
| 2022 | ICML | IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages. | Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic |
| 2022 | NAACL | NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue. | Iigo Casanueva, Ivan Vulic, Georgios Spithourakis, Pawel Budzianowski |
| 2022 | NAACL | Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog. | Chia-Chien Hung, Anne Lauscher, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas |
| 2022 | NAACL | BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer. | Marinela Parovic, Goran Glavas, Ivan Vulic, Anna Korhonen |
| 2022 | NAACL | EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification. | Georgios Spithourakis, Ivan Vulic, Michal Lis, Iigo Casanueva, Pawel Budzianowski |
| 2021 | AAAI | Analogy Training Multilingual Encoders. | Nicolas Garneau, Mareike Hartmann, Anders Sandholm, Sebastian Ruder, Ivan Vulic, Anders Sgaard |
| 2021 | ACL | Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. | Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier |
| 2021 | ACL | RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models. | Soumya Barikeri, Anne Lauscher, Ivan Vulic, Goran Glavas |
| 2021 | ACL | Climbing the Tower of Treebanks: Improving Low-Resource Dependency Parsing via Hierarchical Source Selection. | Goran Glavas, Ivan Vulic |
| 2021 | ACL | Verb Knowledge Injection for Multilingual Event Processing. | Olga Majewska, Ivan Vulic, Goran Glavas, Edoardo Maria Ponti, Anna Korhonen |
| 2021 | ACL | How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models. | Phillip Rust, Jonas Pfeiffer, Ivan Vulic, Sebastian Ruder, Iryna Gurevych |
| 2021 | ACL | LexFit: Lexical Fine-Tuning of Pretrained Language Models. | Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas |
| 2021 | ACL | A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters. | Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Ivan Vulic, Roi Reichart, Anna Korhonen, Hinrich Schtze |
| 2021 | CoNLL | MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. | Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic |
| 2021 | EACL | Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation. | Goran Glavas, Ivan Vulic |
| 2021 | ECIR | Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval. | Robert Litschko, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas |
| 2021 | EMNLP | Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders. | Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier |
| 2021 | EMNLP | MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer. | Alan Ansell, Edoardo Maria Ponti, Jonas Pfeiffer, Sebastian Ruder, Goran Glavas, Ivan Vulic, Anna Korhonen |
| 2021 | EMNLP | Multilingual and Cross-Lingual Intent Detection from Spoken Data. | Daniela Gerz, Pei-Hao Su, Razvan Kusztos, Avishek Mondal, Michal Lis, Eshan Singhal, Nikola Mrksic, Tsung-Hsien Wen, Ivan Vulic |
| 2021 | EMNLP | AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples. | Qianchu Liu, Edoardo Maria Ponti, Diana McCarthy, Ivan Vulic, Anna Korhonen |
| 2021 | EMNLP | UNKs Everywhere: Adapting Multilingual Language Models to New Scripts. | Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych, Sebastian Ruder |
| 2021 | EMNLP | ConvFiT: Conversational Fine-Tuning of Pretrained Language Models. | Ivan Vulic, Pei-Hao Su, Samuel Coope, Daniela Gerz, Pawel Budzianowski, Iigo Casanueva, Nikola Mrksic, Tsung-Hsien Wen |
| 2021 | NAACL | ConVEx: Data-Efficient and Few-Shot Slot Labeling. | Matthew Henderson, Ivan Vulic |
| 2020 | AAAI | A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces. | Anne Lauscher, Goran Glavas, Simone Paolo Ponzetto, Ivan Vulic |
| 2020 | ACL | Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations. | Sam Coope, Tyler Farghly, Daniela Gerz, Ivan Vulic, Matthew Henderson |
| 2020 | ACL | Multidirectional Associative Optimization of Function-Specific Word Representations. | Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen |
| 2020 | ACL | Non-Linear Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces. | Goran Glavas, Ivan Vulic |
| 2020 | ACL | Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction. | Mladen Karan, Ivan Vulic, Anna Korhonen, Goran Glavas |
| 2020 | COLING | XHate-999: Analyzing and Detecting Abusive Language Across Domains and Languages. | Goran Glavas, Mladen Karan, Ivan Vulic |
| 2020 | COLING | Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity. | Anne Lauscher, Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas |
| 2020 | COLING | Emergent Communication Pretraining for Few-Shot Machine Translation. | Yaoyiran Li, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen |
| 2020 | COLING | Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers. | Robert Litschko, Ivan Vulic, Zeljko Agic, Goran Glavas |
| 2020 | COLING | Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis. | Olga Majewska, Ivan Vulic, Diana McCarthy, Anna Korhonen |
| 2020 | EMNLP | The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures. | Haim Dubossarsky, Ivan Vulic, Roi Reichart, Anna Korhonen |
| 2020 | EMNLP | ConveRT: Efficient and Accurate Conversational Representations from Transformers. | Matthew Henderson, Iigo Casanueva, Nikola Mrksic, Pei-Hao Su, Tsung-Hsien Wen, Ivan Vulic |
| 2020 | EMNLP | From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers. | Anne Lauscher, Vinit Ravishankar, Ivan Vulic, Goran Glavas |
| 2020 | EMNLP | AdapterHub: A Framework for Adapting Transformers. | Jonas Pfeiffer, Andreas Rckl, Clifton Poth, Aishwarya Kamath, Ivan Vulic, Sebastian Ruder, Kyunghyun Cho, Iryna Gurevych |
| 2020 | EMNLP | MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer. | Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych, Sebastian Ruder |
| 2020 | EMNLP | XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning. | Edoardo Maria Ponti, Goran Glavas, Olga Majewska, Qianchu Liu, Ivan Vulic, Anna Korhonen |
| 2020 | EMNLP | Probing Pretrained Language Models for Lexical Semantics. | Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen |
| 2020 | EMNLP | Are All Good Word Vector Spaces Isomorphic? | Ivan Vulic, Sebastian Ruder, Anders Sgaard |
| 2020 | LREC | Spatial Multi-Arrangement for Clustering and Multi-way Similarity Dataset Construction. | Olga Majewska, Diana McCarthy, Jasper J. F. van den Bosch, Nikolaus Kriegeskorte, Ivan Vulic, Anna Korhonen |
| 2019 | ACL | JW300: A Wide-Coverage Parallel Corpus for Low-Resource Languages. | Zeljko Agic, Ivan Vulic |
| 2019 | ACL | How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions. | Goran Glavas, Robert Litschko, Sebastian Ruder, Ivan Vulic |
| 2019 | ACL | Generalized Tuning of Distributional Word Vectors for Monolingual and Cross-Lingual Lexical Entailment. | Goran Glavas, Ivan Vulic |
| 2019 | ACL | Training Neural Response Selection for Task-Oriented Dialogue Systems. | Matthew Henderson, Ivan Vulic, Daniela Gerz, Iigo Casanueva, Pawel Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su |
| 2019 | ACL | Unsupervised Cross-Lingual Representation Learning. | Sebastian Ruder, Anders Sgaard, Ivan Vulic |
| 2019 | ACL | Multilingual and Cross-Lingual Graded Lexical Entailment. | Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas |
| 2019 | CoNLL | Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation. | Qianchu Liu, Diana McCarthy, Ivan Vulic, Anna Korhonen |
| 2019 | CoNLL | On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages. | Yi Zhu, Benjamin Heinzerling, Ivan Vulic, Michael Strube, Roi Reichart, Anna Korhonen |
| 2019 | ECIR | Zero-Shot Language Transfer for Cross-Lingual Sentence Retrieval Using Bidirectional Attention Model. | Goran Glavas, Ivan Vulic |
| 2019 | EMNLP | Hello, It's GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems. | Pawel Budzianowski, Ivan Vulic |
| 2019 | EMNLP | Semantic Specialization of Distributional Word Vectors. | Goran Glavas, Edoardo Maria Ponti, Ivan Vulic |
| 2019 | EMNLP | PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking. | Matthew Henderson, Ivan Vulic, Iigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su |
| 2019 | EMNLP | Towards Zero-shot Language Modeling. | Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen |
| 2019 | EMNLP | Cross-lingual Semantic Specialization via Lexical Relation Induction. | Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen |
| 2019 | EMNLP | Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? | Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen |
| 2019 | EMNLP | Data Collection and End-to-End Learning for Conversational AI. | Tsung-Hsien Wen, Pei-Hao Su, Pawel Budzianowski, Iigo Casanueva, Ivan Vulic |
| 2019 | NAACL | Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs. | Geert Heyman, Bregt Verreet, Ivan Vulic, Marie-Francine Moens |
| 2019 | NAACL | Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines. | Ehsan Shareghi, Daniela Gerz, Ivan Vulic, Anna Korhonen |
| 2019 | NAACL | A Systematic Study of Leveraging Subword Information for Learning Word Representations. | Yi Zhu, Ivan Vulic, Anna Korhonen |
| 2019 | SIGIR | Evaluating Resource-Lean Cross-Lingual Embedding Models in Unsupervised Retrieval. | Robert Litschko, Goran Glavas, Ivan Vulic, Laura Dietz |
| 2018 | ACL | Fully Statistical Neural Belief Tracking. | Nikola Mrksic, Ivan Vulic |
| 2018 | ACL | Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP. | Edoardo Maria Ponti, Roi Reichart, Anna Korhonen, Ivan Vulic |
| 2018 | ACL | Bridging Languages through Images with Deep Partial Canonical Correlation Analysis. | Guy Rotman, Ivan Vulic, Roi Reichart |
| 2018 | ACL | Scoring Lexical Entailment with a Supervised Directional Similarity Network. | Marek Rei, Daniela Gerz, Ivan Vulic |
| 2018 | ACL | On the Limitations of Unsupervised Bilingual Dictionary Induction. | Anders Sgaard, Sebastian Ruder, Ivan Vulic |
| 2018 | ACL | Explicit Retrofitting of Distributional Word Vectors. | Goran Glavas, Ivan Vulic |
| 2018 | EMNLP | On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling. | Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Roi Reichart, Anna Korhonen |
| 2018 | EMNLP | Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization. | Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen |
| 2018 | LREC | Acquiring Verb Classes Through Bottom-Up Semantic Verb Clustering. | Olga Majewska, Diana McCarthy, Ivan Vulic, Anna Korhonen |
| 2018 | NAACL | Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model. | Goran Glavas, Ivan Vulic |
| 2018 | NAACL | Deep Learning for Conversational AI. | Pei-Hao Su, Nikola Mrksic, Iigo Casanueva, Ivan Vulic |
| 2018 | NAACL | Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources. | Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen |
| 2018 | NAACL | Specialising Word Vectors for Lexical Entailment. | Ivan Vulic, Nikola Mrksic |
| 2018 | SIGIR | Unsupervised Cross-Lingual Information Retrieval Using Monolingual Data Only. | Robert Litschko, Goran Glavas, Simone Paolo Ponzetto, Ivan Vulic |
| 2017 | ACL | Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules. | Ivan Vulic, Nikola Mrksic, Roi Reichart, Diarmuid Saghdha, Steve J. Young, Anna Korhonen |
| 2017 | CoNLL | Automatic Selection of Context Configurations for Improved Class-Specific Word Representations. | Ivan Vulic, Roy Schwartz, Ari Rappoport, Roi Reichart, Anna Korhonen |
| 2017 | EACL | Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation. | Ivan Vulic, Douwe Kiela, Anna Korhonen |
| 2017 | EACL | Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations. | Geert Heyman, Ivan Vulic, Marie-Francine Moens |
| 2017 | EACL | Cross-Lingual Syntactically Informed Distributed Word Representations. | Ivan Vulic |
| 2017 | EMNLP | Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation. | Ivan Vulic, Nikola Mrksic, Anna Korhonen |
| 2016 | ACL | On the Role of Seed Lexicons in Learning Bilingual Word Embeddings. | Ivan Vulic, Anna Korhonen |
| 2016 | ACL | Is "Universal Syntax" Universally Useful for Learning Distributed Word Representations? | Ivan Vulic, Anna Korhonen |
| 2016 | ACL | Multi-Modal Representations for Improved Bilingual Lexicon Learning. | Ivan Vulic, Douwe Kiela, Stephen Clark, Marie-Francine Moens |
| 2016 | COLING | Survey on the Use of Typological Information in Natural Language Processing. | Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Anna Korhonen |
| 2016 | EMNLP | SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity. | Daniela Gerz, Ivan Vulic, Felix Hill, Roi Reichart, Anna Korhonen |
| 2015 | ACL | Exploiting Image Generality for Lexical Entailment Detection. | Douwe Kiela, Laura Rimell, Ivan Vulic, Stephen Clark |
| 2015 | ACL | Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction. | Ivan Vulic, Marie-Francine Moens |
| 2015 | CICLING | Semantic Role Labeling of Speech Transcripts. | Niraj Shrestha, Ivan Vulic, Marie-Francine Moens |
| 2015 | EMNLP | Visual Bilingual Lexicon Induction with Transferred ConvNet Features. | Douwe Kiela, Ivan Vulic, Stephen Clark |
| 2015 | SIGIR | Monolingual and Cross-Lingual Information Retrieval Models Based on (Bilingual) Word Embeddings. | Ivan Vulic, Marie-Francine Moens |
| 2014 | EMNLP | Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data. | Ivan Vulic, Marie-Francine Moens |
| 2014 | LREC | TermWise: A CAT-tool with Context-Sensitive Terminological Support. | Kris Heylen, Stephen Bond, Dirk De Hertog, Ivan Vulic, Hendrik J. Kockaert |
| 2014 | SIGIR | Learning to bridge colloquial and formal language applied to linking and search of E-Commerce data. | Ivan Vulic, Susana Zoghbi, Marie-Francine Moens |
| 2014 | WSDM | Multilingual probabilistic topic modeling and its applications in web mining and search. | Marie-Francine Moens, Ivan Vulic |
| 2013 | CIKM | I pinned it. where can i buy one like it?: automatically linking pinterest pins to online webshops. | Susana Zoghbi, Ivan Vulic, Marie-Francine Moens |
| 2013 | CIKM | Are words enough?: a study on text-based representations and retrieval models for linking pins to online shops. | Susana Zoghbi, Ivan Vulic, Marie-Francine Moens |
| 2013 | ECIR | Monolingual and Cross-Lingual Probabilistic Topic Models and Their Applications in Information Retrieval. | Marie-Francine Moens, Ivan Vulic |
| 2013 | ECIR | A Unified Framework for Monolingual and Cross-Lingual Relevance Modeling Based on Probabilistic Topic Models. | Ivan Vulic, Marie-Francine Moens |
| 2013 | EMNLP | A Study on Bootstrapping Bilingual Vector Spaces from Non-Parallel Data (and Nothing Else). | Ivan Vulic, Marie-Francine Moens |
| 2013 | NAACL | Cross-Lingual Semantic Similarity of Words as the Similarity of Their Semantic Word Responses. | Ivan Vulic, Marie-Francine Moens |
| 2013 | RANLP | Named Entity Recognition in Broadcast News Using Similar Written Texts. | Niraj Shrestha, Ivan Vulic |
| 2012 | COLING | Sub-corpora Sampling with an Application to Bilingual Lexicon Extraction. | Ivan Vulic, Marie-Francine Moens |
| 2012 | EACL | Skip N-grams and Ranking Functions for Predicting Script Events. | Bram Jans, Steven Bethard, Ivan Vulic, Marie-Francine Moens |
| 2012 | EACL | Detecting Highly Confident Word Translations from Comparable Corpora without Any Prior Knowledge. | Ivan Vulic, Marie-Francine Moens |
| 2011 | ACL | Identifying Word Translations from Comparable Corpora Using Latent Topic Models. | Ivan Vulic, Wim De Smet, Marie-Francine Moens |