Roberto Navigli

Interpretable Coreference Resolution Evaluation Using Explicit Semantics ACL 2026 ReTraceQA: Evaluating Reasoning Traces of Small Language Models in Commonsense Question Answering ACL 2026 Process Reward Models Meet Planning: Generating Precise and Scalable Datasets for Step-Level Rewards ACL 2026 Is Word Sense Disambiguation Dead in the LLM Era? AAAI 2026 Concept-pedia: a Wide-coverage Semantically-annotated Multimodal Dataset EMNLP 2025 RAED: Retrieval-Augmented Entity Description Generation for Emerging Entity Linking and Disambiguation EMNLP 2025 Estimating Machine Translation Difficulty EMNLP 2025 How Much Do Encoder Models Know About Word Senses? ACL 2025 BOOKCOREF: Coreference Resolution at Book Scale ACL 2025 Has Machine Translation Evaluation Achieved Human Parity? The Human Reference and the Limits of Progress ACL 2025 Right Answer, Wrong Score: Uncovering the Inconsistencies of LLM Evaluation in Multiple-Choice Question Answering ACL 2025 SemEval-2025 Task 2: Entity-Aware Machine Translation ACL 2025 SemEval-2025 Task 2: Entity-Aware Machine Translation SEMEVAL 2025 Multi-LMentry: Can Multilingual LLMs Solve Elementary Tasks Across Languages? EMNLP 2025 LiteraryQA: Towards Effective Evaluation of Long-document Narrative QA EMNLP 2025 Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation NAACL 2025 Do Large Language Models Understand Word Senses? EMNLP 2025 Aurora-M: Open Source Continual Pre-training for Multilingual Language and Code COLING 2025 xCoRe: Cross-context Coreference Resolution EMNLP 2025 Mitigating Data Scarcity in Semantic Parsing across Languages with the Multilingual Semantic Layer and its Dataset ACL 2024 Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trends ACL 2024 Guardians of the Machine Translation Meta-Evaluation: Sentinel Metrics Fall In! ACL 2024 NounAtlas: Filling the Gap in Nominal Semantic Role Labeling ACL 2024 ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget ACL 2024 FENICE: Factuality Evaluation of summarization based on Natural language Inference and Claim Extraction ACL 2024 Word Sense Linking: Disambiguating Outside the Sandbox ACL 2024 Dissecting Biases in Relation Extraction: A Cross-Dataset Analysis on People’s Gender and Origin ACL 2024 CroCoAlign: A Cross-Lingual, Context-Aware and Fully-Neural Sentence Alignment System for Long Texts EACL 2024 CNER: Concept and Named Entity Recognition NAACL 2024 MOSAICo: a Multilingual Open-text Semantically Annotated Interlinked Corpus NAACL 2024 Beyond Correlation: Interpretable Evaluation of Machine Translation Metrics EMNLP 2024 Language Pivoting from Parallel Corpora for Word Sense Disambiguation of Historical Languages: A Case Study on Latin COLING 2024 Efficient AMR Parsing with CLAP: Compact Linearization with an Adaptable Parser COLING 2024 ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering EMNLP 2024 Analyzing Homonymy Disambiguation Capabilities of Pretrained Language Models COLING 2024 Cross-lingual AMR Aligner: Paying Attention to Cross-Attention ACL 2023 Incorporating Graph Information in Transformer-based AMR Parsing ACL 2023 LexicoMatic: Automatic Creation of Multilingual Lexical-Semantic Dictionaries AACL 2023 Exploring Non-Verbal Predicates in Semantic Role Labeling: Challenges and Opportunities ACL 2023 APatt at SemEval-2023 Task 3: The Sapienza NLP System for Ensemble-based Multilingual Propaganda Detection ACL 2023 DMLM: Descriptive Masked Language Modeling ACL 2023 APatt at SemEval-2023 Task 3: The Sapienza NLP System for Ensemble-based Multilingual Propaganda Detection SEMEVAL 2023 Code-Switching with Word Senses for Pretraining in Neural Machine Translation EMNLP 2023 REDFM: a Filtered and Multilingual Relation Extraction Dataset ACL 2023 What’s the Meaning of Superhuman Performance in Today’s NLU? ACL 2023 LexicoMatic: Automatic Creation of Multilingual Lexical-Semantic Dictionaries IJCNLP 2023 Entity Disambiguation with Entity Definitions EACL 2023 AMRs Assemble! Learning to Ensemble with Autoregressive Models for AMR Parsing ACL 2023 Echoes from Alexandria: A Large Resource for Multilingual Book Summarization ACL 2023 BabelNet Meaning Representation: A Fully Semantic Formalism to Overcome Language Barriers AAAI 2022 SemEval-2022 Task 9: R2VQ – Competence-based Multimodal Question Answering SEMEVAL 2022 NER4ID at SemEval-2022 Task 2: Named Entity Recognition for Idiomaticity Detection SEMEVAL 2022 SemEval-2022 Task 9: R2VQ – Competence-based Multimodal Question Answering NAACL 2022 NER4ID at SemEval-2022 Task 2: Named Entity Recognition for Idiomaticity Detection NAACL 2022 ID10M: Idiom Identification in 10 Languages NAACL 2022 MultiNERD: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation) NAACL 2022 Reducing Disambiguation Biases in NMT by Leveraging Explicit Word Sense Information NAACL 2022 A Tour of Explicit Multilingual Semantics: Word Sense Disambiguation, Semantic Role Labeling and Semantic Parsing IJCNLP 2022 STEPS: Semantic Typing of Event Processes with a Sequence-to-Sequence Approach AAAI 2022 Fully-Semantic Parsing and Generation: the BabelNet Meaning Representation ACL 2022 ExtEnD: Extractive Entity Disambiguation ACL 2022 DiBiMT: A Novel Benchmark for Measuring Word Sense Disambiguation Biases in Machine Translation ACL 2022 SRL4E – Semantic Role Labeling for Emotions: A Unified Evaluation Framework ACL 2022 Probing for Predicate Argument Structures in Pretrained Language Models ACL 2022 Nibbling at the Hard Core of Word Sense Disambiguation ACL 2022 Visual Definition Modeling: Challenging Vision & Language Models to Define Words and Objects AAAI 2022 A Tour of Explicit Multilingual Semantics: Word Sense Disambiguation, Semantic Role Labeling and Semantic Parsing AACL 2022 MaTESe: Machine Translation Evaluation as a Sequence Tagging Problem EMNLP 2022 EUREKA: EUphemism Recognition Enhanced through Knn-based methods and Augmentation EMNLP 2022 Semantic Role Labeling Meets Definition Modeling: Using Natural Language to Describe Predicate-Argument Structures EMNLP 2022 WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER EMNLP 2021 UniteD-SRL: A Unified Dataset for Span- and Dependency-Based Multilingual and Cross-Lingual Semantic Role Labeling EMNLP 2021 REBEL: Relation Extraction By End-to-end Language generation EMNLP 2021 SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation (MCL-WiC) ACL 2021 XL-WSD: An Extra-Large and Cross-Lingual Evaluation Framework for Word Sense Disambiguation AAAI 2021 One SPRING to Rule Them Both: Symmetric AMR Semantic Parsing and Generation without a Complex Pipeline AAAI 2021 Ten Years of BabelNet: A Survey IJCAI 2021 SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation (MCL-WiC) IJCNLP 2021 SGL: Speaking the Graph Languages of Semantic Parsing via Multilingual Translation NAACL 2021 Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources NAACL 2021 ESC: Redesigning WSD with Extractive Sense Comprehension NAACL 2021 SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation (MCL-WiC) SEMEVAL 2021 SPRING Goes Online: End-to-End AMR Parsing and Generation EMNLP 2021 GeneSis: A Generative Approach to Substitutes in Context EMNLP 2021 Integrating Personalized PageRank into Neural Word Sense Disambiguation EMNLP 2021 ConSeC: Word Sense Disambiguation as Continuous Sense Comprehension EMNLP 2021 Framing Word Sense Disambiguation as a Multi-Label Problem for Model-Agnostic Knowledge Integration EACL 2021 IR like a SIR: Sense-enhanced Information Retrieval for Multiple Languages EMNLP 2021 AMuSE-WSD: An All-in-one Multilingual System for Easy Word Sense Disambiguation EMNLP 2021 InVeRo-XL: Making Cross-Lingual Semantic Role Labeling Accessible with Intelligible Verbs and Roles EMNLP 2021 Named Entity Recognition for Entity Linking: What Works and What’s Next EMNLP 2021 Recent Trends in Word Sense Disambiguation: A Survey IJCAI 2021 MultiMirror: Neural Cross-lingual Word Alignment for Multilingual Word Sense Disambiguation IJCAI 2021 ALaSca: an Automated approach for Large-Scale Lexical Substitution IJCAI 2021 Generating Senses and RoLes: An End-to-End Model for Dependency- and Span-based Semantic Role Labeling IJCAI 2021 Exemplification Modeling: Can You Give Me an Example, Please? IJCAI 2021 CSI: A Coarse Sense Inventory for 85% Word Sense Disambiguation AAAI 2020 SensEmBERT: Context-Enhanced Sense Embeddings for Multilingual Word Sense Disambiguation AAAI 2020 Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph Information ACL 2020 Fatality Killed the Cat or: BabelPic, a Multimodal Dataset for Non-Concrete Concepts ACL 2020 Personalized PageRank with Syntagmatic Information for Multilingual Word Sense Disambiguation ACL 2020 Bridging the Gap in Multilingual Semantic Role Labeling: a Language-Agnostic Approach COLING 2020 Conception: Multilingually-Enhanced, Human-Readable Concept Vector Representations COLING 2020 Invited Talk: Generationary or: “How We Went beyond Sense Inventories and Learned to Gloss” COLING 2020 XL-AMR: Enabling Cross-Lingual AMR Parsing with Transfer Learning Techniques EMNLP 2020 With More Contexts Comes Better Performance: Contextualized Sense Embeddings for All-Round Word Sense Disambiguation EMNLP 2020 Generationary or “How We Went beyond Word Sense Inventories and Learned to Gloss” EMNLP 2020 InVeRo: Making Semantic Role Labeling Accessible with Intelligible Verbs and Roles EMNLP 2020 EViLBERT: Learning Task-Agnostic Multimodal Sense Embeddings IJCAI 2020 MuLaN: Multilingual Label propagatioN for Word Sense Disambiguation IJCAI 2020 Game Theory Meets Embeddings: a Unified Framework for Word Sense Disambiguation IJCNLP 2019 LSTMEmbed: Learning Word and Sense Representations from a Large Semantically Annotated Corpus with Long Short-Term Memories ACL 2019 VerbAtlas: a Novel Large-Scale Verbal Semantic Resource and Its Application to Semantic Role Labeling EMNLP 2019 SyntagNet: Challenging Supervised Word Sense Disambiguation with Lexical-Semantic Combinations EMNLP 2019 Game Theory Meets Embeddings: a Unified Framework for Word Sense Disambiguation EMNLP 2019 Just “OneSeC” for Producing Multilingual Sense-Annotated Data ACL 2019 SyntagNet: Challenging Supervised Word Sense Disambiguation with Lexical-Semantic Combinations IJCNLP 2019 VerbAtlas: a Novel Large-Scale Verbal Semantic Resource and Its Application to Semantic Role Labeling IJCNLP 2019 SemEval-2018 Task 9: Hypernym Discovery SEMEVAL 2018 Natural Language Understanding: Instructions for (Present and Future) Use IJCAI 2018 SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity SEMEVAL 2017 Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison EACL 2017 Neural Sequence Learning Models for Word Sense Disambiguation EMNLP 2017 EuroSense: Automatic Harvesting of Multilingual Sense Annotations from Parallel Text ACL 2017 BabelDomains: Large-Scale Domain Labeling of Lexical Resources EACL 2017 Towards a Seamless Integration of Word Senses into Downstream NLP Applications ACL 2017 Embedding Words and Senses Together via Joint Knowledge-Enhanced Training CONLL 2017 Train-O-Matic: Large-Scale Supervised Word Sense Disambiguation in Multiple Languages without Manual Training Data EMNLP 2017 Semantic Representations of Word Senses and Concepts ACL 2016 Automatic Construction and Evaluation of a Large Semantically Enriched Wikipedia IJCAI 2016 Embeddings for Word Sense Disambiguation: An Evaluation Study ACL 2016 A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets ACL 2015 Knowledge Base Unification via Sense Embeddings and Disambiguation EMNLP 2015 SensEmbed: Learning Sense Embeddings for Word and Relational Similarity IJCNLP 2015 A Unified Multilingual Semantic Representation of Concepts IJCNLP 2015 A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets IJCNLP 2015 NASARI: a Novel Approach to a Semantically-Aware Representation of Items NAACL 2015 An Open-source Framework for Multi-level Semantic Similarity Measurement NAACL 2015 A Unified Multilingual Semantic Representation of Concepts ACL 2015 SensEmbed: Learning Sense Embeddings for Word and Relational Similarity ACL 2015 SemEval-2015 Task 13: Multilingual All-Words Sense Disambiguation and Entity Linking SEMEVAL 2015 SemEval-2015 Task 17: Taxonomy Extraction Evaluation (TExEval) SEMEVAL 2015 Two Is Bigger (and Better) Than One: the Wikipedia Bitaxonomy Project ACL 2014 Multilingual Word Sense Disambiguation and Entity Linking COLING 2014 SemEval-2014 Task 3: Cross-Level Semantic Similarity SEMEVAL 2014 A Knowledge-based Representation for Cross-Language Document Retrieval and Categorization EACL 2014 WoSIT: A Word Sense Induction Toolkit for Search Result Clustering and Diversification ACL 2014 Validating and Extending Semantic Knowledge Bases using Video Games with a Purpose ACL 2014 A Robust Approach to Aligning Heterogeneous Lexical Resources ACL 2014 SPred: Large-scale Harvesting of Semantic Predicates ACL 2013 SemEval-2013 Task 11: Word Sense Induction and Disambiguation within an End-User Application SEMEVAL 2013 Growing Multi-Domain Glossaries from a Few Seeds using Probabilistic Topic Models EMNLP 2013 SemEval-2013 Task 12: Multilingual Word Sense Disambiguation SEMEVAL 2013 A Java Framework for Multilingual Definition and Hypernym Extraction ACL 2013 Align, Disambiguate and Walk: A Unified Approach for Measuring Semantic Similarity ACL 2013 The CQC Algorithm: Cycling in Graphs to Semantically Enrich and Enhance a Bilingual Dictionary (Extended Abstract) IJCAI 2013 Integrating Syntactic and Semantic Analysis into the Open Information Extraction Paradigm IJCAI 2013 GlossBoot: Bootstrapping Multilingual Domain Glossaries from the Web ACL 2013 Paving the Way to a Large-scale Pseudosense-annotated Dataset NAACL 2013 Multilingual WSD with Just a Few Lines of Code: the BabelNet API ACL 2012 Joining Forces Pays Off: Multilingual Joint Word Sense Disambiguation CONLL 2012 A New Minimally-Supervised Framework for Domain Word Sense Disambiguation CONLL 2012 A New Minimally-Supervised Framework for Domain Word Sense Disambiguation EMNLP 2012 Joining Forces Pays Off: Multilingual Joint Word Sense Disambiguation EMNLP 2012 Knowledge-Rich Word Sense Disambiguation Rivaling Supervised Systems ACL 2010 Inducing Word Senses to Improve Web Search Result Clustering EMNLP 2010 BabelNet: Building a Very Large Multilingual Semantic Network ACL 2010 Learning Word-Class Lattices for Definition and Hypernym Extraction ACL 2010 Using Cycles and Quasi-Cycles to Disambiguate Dictionary Glosses EACL 2009 SemEval-2007 Task 10: English Lexical Substitution Task SEMEVAL 2007 SemEval-2007 Task 07: Coarse-Grained English All-Words Task SEMEVAL 2007 Ensemble Methods for Unsupervised WSD ACL 2006 Valido: A Visual Tool for Validating Sense Annotations COLING 2006 Experiments on the Validation of Sense Annotations Assisted by Lexical Chains EACL 2006 Online Word Sense Disambiguation with Structural Semantic Interconnections EACL 2006 Meaningful Clustering of Senses Helps Boost Word Sense Disambiguation Performance ACL 2006 Valido: A Visual Tool for Validating Sense Annotations ACL 2006 Meaningful Clustering of Senses Helps Boost Word Sense Disambiguation Performance COLING 2006 Ensemble Methods for Unsupervised WSD COLING 2006 Quantitative and Qualitative Evaluation of the OntoLearn Ontology Learning System COLING 2004