Paola Merlo

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 31

Top Topics

Dependency Parser

Top Venues

Comput. Linguistics

Publications

Vivi Nastase, Paola Merlo
Tracking linguistic information in transformer-based sentence embeddings through targeted sparsification. CoRR (2024)
Vivi Nastase, Paola Merlo
Are there identifiable structural parts in the sentence embedding whole? CoRR (2024)
Vivi Nastase, Paola Merlo
Grammatical information in BERT sentence embeddings as two-dimensional arrays. CoRR (2023)
Giuseppe Samo, Vivi Nastase, Chunyang Jiang, Paola Merlo
BLM-s/lE: A structured dataset of English spray-load verb alternations for testing generalization in LLMs. EMNLP (Findings) (2023)
Vivi Nastase, Paola Merlo
Grammatical information in BERT sentence embeddings as two-dimensional arrays. RepL4NLP@ACL (2023)
Paola Merlo
Blackbird language matrices (BLM), a new task for rule-like generalization in neural networks: Motivations and Formal Specifications. CoRR (2023)
Paola Merlo
Blackbird language matrices (BLM), a new task for rule-like generalization in neural networks: Can Large Language Models pass the test? EMNLP (Findings) (2023)
Paola Merlo, Giuseppe Samo, Vivi Nastase, Chunyang Jiang
Building Structured Synthetic Datasets: The Case of Blackbird Language Matrices (BLMs). CLiC-it (2023)
Aixiu An, Chunyang Jiang, Maria Andueza Rodriguez, Vivi Nastase, Paola Merlo
BLM-AgrF: A New French Benchmark to Investigate Generalization of Agreement in Neural Networks. EACL (2023)
Vivi Nastase, Paola Merlo
Disentangling continuous and discrete linguistic signals in transformer-based sentence embeddings. CoRR (2023)
Suzanne Stevenson, Paola Merlo
Beyond the Benchmarks: Toward Human-Like Lexical Representations. Frontiers Artif. Intell. 5 (2022)
Paola Merlo, Aixiu An, Maria Andueza Rodriguez
Blackbird's language matrices (BLMs): a new benchmark to investigate disentangled generalisation in neural networks. CoRR (2022)
Haozhou Wang, James Henderson, Paola Merlo
Multi-Adversarial Learning for Cross-Lingual Word Embeddings. NAACL-HLT (2021)
Haozhou Wang, James Henderson, Paola Merlo
Multi-Adversarial Learning for Cross-Lingual Word Embeddings. CoRR (2020)
Maria Andueza Rodriguez, Paola Merlo
Word associations and the distance properties of context-aware word embeddings. CoNLL (2020)
Paola Merlo
Syntactic Parsing in Humans and Machines. IWPT 2020 (2020)
Haozhou Wang, James Henderson, Paola Merlo
Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings. CoRR (2019)
Paola Merlo, Maria Andueza Rodriguez
Cross-Lingual Word Embeddings and the Structure of the Human Bilingual Lexicon. CoNLL (2019)
Paola Merlo
Probing Word and Sentence Embeddings for Long-distance Dependencies Effects in French and English. BlackboxNLP@ACL (2019)
Haozhou Wang, James Henderson, Paola Merlo
Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings. EMNLP/IJCNLP (1) (2019)
Paola Merlo, Francesco Ackermann
Vectorial Semantic Spaces Do Not Encode Human Judgments of Intervention Similarity. CoNLL (2018)
Paola Merlo
Festina Lente: A Farewell from the Editor. Comput. Linguistics 44 (2) (2018)
Christophe Moor, Paola Merlo, James Henderson, Haozhou Wang
CLCL (Geneva) DINN Parser: a Neural Network Dependency Parser Ten Years Later. CoNLL Shared Task (2) (2017)
Kristina Gulordava, Paola Merlo
Multi-lingual Dependency Parsing Evaluation: a Large-scale Analysis of Word Order Properties using Artificial Data. Trans. Assoc. Comput. Linguistics 4 (2016)
Haozhou Wang, Paola Merlo
Modifications of Machine Translation Evaluation Metrics by Using Word Embeddings. HyTra@COLING (2016)
Pierrette Bouillon, Paola Merlo, Gertjan van Noord, Mike Rosner
In Memoriam: Susan Armstrong. Comput. Linguistics 42 (2) (2016)
Paola Merlo
Evaluation of Two-level Dependency Representations of Argument Structure in Long-Distance Dependencies. DepLing (2015)
Kristina Gulordava, Paola Merlo
Structural and lexical factors in adjective placement in complex noun phrases across Romance languages. CoNLL (2015)
Kristina Gulordava, Paola Merlo, Benoît Crabbé
Dependency length minimisation effects in short spans: a large-scale analysis of adjective placement in complex noun phrases. ACL (2) (2015)
Kristina Gulordava, Paola Merlo
Diachronic Trends in Word Order Freedom and Dependency Length in Dependency-Annotated Corpora of Latin and Ancient Greek. DepLing (2015)
Paola Merlo
Predicting Word Order Universals. J. Lang. Model. 3 (2) (2015)
James Henderson, Paola Merlo, Ivan Titov, Gabriele Musillo
Multilingual Joint Parsing of Syntactic and Semantic Dependencies with a Latent Variable Model. Comput. Linguistics 39 (4) (2013)
Lonneke van der Plas, Paola Merlo, James Henderson
Scaling up Automatic Cross-Lingual Semantic Role Annotation. ACL (2) (2011)
Lonneke van der Plas, Tanja Samardzic, Paola Merlo
Cross-Lingual Validity of PropBank in the Manual Annotation of French. Linguistic Annotation Workshop (2010)
Lonneke van der Plas, James Henderson, Paola Merlo
Domain Adaptation with Artificial Data for Semantic Parsing of Speech. HLT-NAACL (Short Papers) (2009)
Paola Merlo, Lonneke van der Plas
Abstraction and Generalisation in Semantic Role Labels: PropBank, VerbNet or both? ACL/IJCNLP (2009)
Ivan Titov, James Henderson, Paola Merlo, Gabriele Musillo
Online Graph Planarisation for Synchronous Parsing of Semantic and Syntactic Dependencies. IJCAI (2009)
Andrea Gesmundo, James Henderson, Paola Merlo, Ivan Titov
A Latent Variable Model of Synchronous Syntactic-Semantic Parsing for Multiple Languages. CoNLL Shared Task (2009)
Gabriele Antonio Musillo, Paola Merlo
Unlexicalised Hidden Variable Models of Split Dependency Grammars. ACL (2) (2008)
Paola Merlo, Gabriele Musillo
Semantic Parsing for High-Precision Semantic Role Labelling. CoNLL (2008)
James Henderson, Paola Merlo, Gabriele Musillo, Ivan Titov
A Latent Variable Model of Synchronous Parsing for Syntactic and Semantic Dependencies. CoNLL (2008)
Gabriele Musillo, Paola Merlo
Accurate Parsing of the Proposition Bank. HLT-NAACL (2006)
Paola Merlo, Eva Esteve Ferrer
The Notion of Argument in Prepositional Phrase Attachment. Comput. Linguistics 32 (3) (2006)
Gabriele Musillo, Paola Merlo
Lexical and Structural Biases for Function Parsing. IWPT (2005)
Paola Merlo, Gabriele Musillo
Accurate Function Parsing. HLT/EMNLP (2005)
Paola Merlo
Generalised PP-attachment Disambiguation Using Corpus-based Linguistic Diagnostics. EACL (2003)
James Henderson, Paola Merlo, Ivan Petroff, Gerold Schneider
Using NLP to Efficiently Visualize Text Collections with SOMs. DEXA Workshops (2002)
Vivian Tsang, Suzanne Stevenson, Paola Merlo
Crosslinguistic Transfer in Automatic Verb Classification. COLING (2002)
James Henderson, Paola Merlo, Ivan Petroff, Gerold Schneider
Using Syntactic Analysis to Increase Efficiency in Visualizing Text Collections. COLING (2002)
Paola Merlo, Suzanne Stevenson, Vivian Tsang, Gianluca Allaria
A Multilingual Paradigm for Automatic Verb Classification. ACL (2002)
Paola Merlo, Matthias Leybold
Automatic distinction of arguments and modifiers: the case of prepositional phrases. CoNLL (2001)
Paola Merlo, Suzanne Stevenson
Automatic Verb Classification Based on Statistical Distributions of Argument Structure. Comput. Linguistics 27 (3) (2001)
Paola Merlo, Suzanne Stevenson
Establishing the Upper Bound and Inter-judge Agreement of a Verb Classification Task. LREC (2000)
Suzanne Stevenson, Paola Merlo
Automatic Lexical Acquisition Based on Statistical Distributions. COLING (2000)
Suzanne Stevenson, Paola Merlo
Automatic Verb Classification Using Distributions of Grammatical Features. EACL (1999)
Paola Merlo, Suzanne Stevenson
What grammars tell us about corpora: the case of reduced relative clauses. VLC@COLING/ACL (1998)
Paola Merlo
Attaching Multiple Prepositional Phrases: Backed-off Estimation Generalized. EMNLP (1997)
Paola Merlo, Matthew W. Crocker, Cathy Berthouzoz
Attaching Multiple Prepositional Phrases: Generalized Backed-off Estimation CoRR (1997)
Paola Merlo
Modularity and Information Content Classes in Principle-based Parsing. Comput. Linguistics 21 (4) (1995)
Paola Merlo
For an Incremental Computation of Intrasentential Coreference. IJCAI (1993)
Paola Merlo
An LR Category-Neutral Parser with Left Corner Prediction. ACL (1992)