| 2026 | EACL | Analogical Structure, Minimal Contextual Cues and Contrastive Distractors: Input Design for Sample-Efficient Linguistic Rule Induction. | Chunyang Jiang, Paola Merlo |
| 2026 | LREC | Datasets for Verb Alternations across Languages: BLM Templates and Data Augmentation Strategies. | Giuseppe Samo, Paola Merlo |
| 2023 | EACL | BLM-AgrF: A New French Benchmark to Investigate Generalization of Agreement in Neural Networks. | Aixiu An, Chunyang Jiang, Maria Andueza Rodriguez, Vivi Nastase, Paola Merlo |
| 2023 | EMNLP | Blackbird language matrices (BLM), a new task for rule-like generalization in neural networks: Can Large Language Models pass the test? | Paola Merlo |
| 2023 | EMNLP | BLM-s/lE: A structured dataset of English spray-load verb alternations for testing generalization in LLMs. | Giuseppe Samo, Vivi Nastase, Chunyang Jiang, Paola Merlo |
| 2021 | NAACL | Multi-Adversarial Learning for Cross-Lingual Word Embeddings. | Haozhou Wang, James Henderson, Paola Merlo |
| 2020 | CoNLL | Word associations and the distance properties of context-aware word embeddings. | Maria Andueza Rodriguez, Paola Merlo |
| 2019 | CoNLL | Cross-Lingual Word Embeddings and the Structure of the Human Bilingual Lexicon. | Paola Merlo, Maria Andueza Rodriguez |
| 2019 | EMNLP | Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings. | Haozhou Wang, James Henderson, Paola Merlo |
| 2018 | CoNLL | Vectorial Semantic Spaces Do Not Encode Human Judgments of Intervention Similarity. | Paola Merlo, Francesco Ackermann |
| 2017 | CoNLL | CLCL (Geneva) DINN Parser: a Neural Network Dependency Parser Ten Years Later. | Christophe Moor, Paola Merlo, James Henderson, Haozhou Wang |
| 2015 | ACL | Dependency length minimisation effects in short spans: a large-scale analysis of adjective placement in complex noun phrases. | Kristina Gulordava, Paola Merlo, Benot Crabb |
| 2015 | CoNLL | Structural and lexical factors in adjective placement in complex noun phrases across Romance languages. | Kristina Gulordava, Paola Merlo |
| 2011 | ACL | Scaling up Automatic Cross-Lingual Semantic Role Annotation. | Lonneke van der Plas, Paola Merlo, James Henderson |
| 2009 | ACL | Abstraction and Generalisation in Semantic Role Labels: PropBank, VerbNet or both? | Paola Merlo, Lonneke van der Plas |
| 2009 | CoNLL | A Latent Variable Model of Synchronous Syntactic-Semantic Parsing for Multiple Languages. | Andrea Gesmundo, James Henderson, Paola Merlo, Ivan Titov |
| 2009 | IJCAI | Online Graph Planarisation for Synchronous Parsing of Semantic and Syntactic Dependencies. | Ivan Titov, James Henderson, Paola Merlo, Gabriele Musillo |
| 2009 | NAACL | Domain Adaptation with Artificial Data for Semantic Parsing of Speech. | Lonneke van der Plas, James Henderson, Paola Merlo |
| 2008 | ACL | Unlexicalised Hidden Variable Models of Split Dependency Grammars. | Gabriele Antonio Musillo, Paola Merlo |
| 2008 | CoNLL | A Latent Variable Model of Synchronous Parsing for Syntactic and Semantic Dependencies. | James Henderson, Paola Merlo, Gabriele Musillo, Ivan Titov |
| 2008 | CoNLL | Semantic Parsing for High-Precision Semantic Role Labelling. | Paola Merlo, Gabriele Musillo |
| 2006 | NAACL | Accurate Parsing of the Proposition Bank. | Gabriele Musillo, Paola Merlo |
| 2005 | NAACL | Accurate Function Parsing. | Paola Merlo, Gabriele Musillo |
| 2003 | EACL | Generalised PP-attachment Disambiguation Using Corpus-based Linguistic Diagnostics. | Paola Merlo |
| 2002 | ACL | A Multilingual Paradigm for Automatic Verb Classification. | Paola Merlo, Suzanne Stevenson, Vivian Tsang, Gianluca Allaria |
| 2002 | COLING | Using Syntactic Analysis to Increase Efficiency in Visualizing Text Collections. | James Henderson, Paola Merlo, Ivan Petroff, Gerold Schneider |
| 2002 | COLING | Crosslinguistic Transfer in Automatic Verb Classification. | Vivian Tsang, Suzanne Stevenson, Paola Merlo |
| 2001 | CoNLL | Automatic distinction of arguments and modifiers: the case of prepositional phrases. | Paola Merlo, Matthias Leybold |
| 2000 | COLING | Automatic Lexical Acquisition Based on Statistical Distributions. | Suzanne Stevenson, Paola Merlo |
| 2000 | LREC | Establishing the Upper Bound and Inter-judge Agreement of a Verb Classification Task. | Paola Merlo, Suzanne Stevenson |
| 1999 | EACL | Automatic Verb Classification Using Distributions of Grammatical Features. | Suzanne Stevenson, Paola Merlo |
| 1997 | EMNLP | Attaching Multiple Prepositional Phrases: Backed-off Estimation Generalized. | Paola Merlo |
| 1993 | IJCAI | For an Incremental Computation of Intrasentential Coreference. | Paola Merlo |
| 1992 | ACL | An LR Category-Neutral Parser with Left Corner Prediction. | Paola Merlo |