NLPExplorer

Marco Baroni

Number of Papers:- 85

Number of Citations:- 997

First ACL Paper:- 2002

Latest ACL Paper:- 2022

Venues:-

IWCS

BlackboxNLP

EAMT

EMNLP

*SEMEVAL

NAACL

GEMS

LREC

LILT

SemEval

SIGMORPHON

TACL

*SEM

ACL

EACL

IJCNLP

COLING

Co-Authors:-

Similar Authors:-

Communication breakdown: On the low mutual intelligibility between human and neural captioning EMNLP

Emergent Language-Based Coordination In Deep Multi-Agent Systems EMNLP

Marco Baroni | Roberto Dessi | Angeliki Lazaridou |

Controlled tasks for model analysis: Retrieving discrete information from sequences BlackboxNLP EMNLP

Ionut-Teodor Sorodoc | Gemma Boleda | Marco Baroni |

Compositionality and Generalization In Emergent Languages ACL

Emergent Language Generalization and Acquisition Speed are not tied to Compositionality BlackboxNLP EMNLP

Eugene Kharitonov | Marco Baroni |

EGG: a toolkit for research on Emergence of lanGuage in Games EMNLP

Eugene Kharitonov | Rahma Chaabouni | Diane Bouchacourt | Marco Baroni |

The emergence of number and syntax units in LSTM language models NAACL

Miss Tools and Mr Fruit: Emergent Communication in Agents Learning about Object Affordances ACL

Diane Bouchacourt | Marco Baroni |

CNNs found to jump around more skillfully than RNNs: Compositional Generalization in Seq2seq Convolutional Networks ACL

Roberto Dessì | Marco Baroni |

On the Distribution of Deep Clausal Embeddings: A Large Cross-linguistic Study ACL

Word-order Biases in Deep-agent Emergent Communication ACL

Tabula Nearly Rasa: Probing the Linguistic Knowledge of Character-level Neural Language Models Trained on Unsegmented Text TACL

Michael Hahn | Marco Baroni |

How agents see things: On visual representations in an emergent language game EMNLP

Diane Bouchacourt | Marco Baroni |

Colorless Green Recurrent Networks Dream Hierarchically NAACL

What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties ACL

Jump to better conclusions: SCAN both left and right EMNLP WS

Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks EMNLP WS

João Loula | Marco Baroni | Brenden Lake |

High-risk learning: acquiring new word vectors from tiny data EMNLP

Aurélie Herbelot | Marco Baroni |

Living a discrete life in a continuous world: Reference in cross-modal entity tracking IWCS WS

Gemma Boleda | Sebastian Padó | Nghia The Pham | Marco Baroni |

Squibs: When the Whole Is Less Than the Sum of Its Parts: How Composition Affects PMI Values in Distributional Semantic Vectors CL

Denis Paperno | Marco Baroni |

There Is No Logical Negation Here, But There Are Alternatives: Modeling Conversational Negation with Distributional Semantics CL

Germán Kruszewski | Denis Paperno | Raffaella Bernardi | Marco Baroni |

Multimodal Semantic Learning from Child-Directed Input NAACL

Angeliki Lazaridou | Grzegorz Chrupała | Raquel Fernández | Marco Baroni |

The LAMBADA dataset: Word prediction requiring a broad discourse context ACL

The red one!: On learning to refer to things based on discriminative properties ACL

Angeliki Lazaridou | Nghia The Pham | Marco Baroni |

Distributional vectors encode referential attributes EMNLP

Abhijeet Gupta | Gemma Boleda | Marco Baroni | Sebastian Padó |

Squibs: When the Whole Is Not Greater Than the Combination of Its Parts: A “Decompositional” Look at Compositional Distributional Semantics CL

Fabio Massimo Zanzotto | Lorenzo Ferrone | Marco Baroni |

Combining Language and Vision with a Multimodal Skip-gram Model NAACL

Angeliki Lazaridou | Nghia The Pham | Marco Baroni |

So similar and yet incompatible: Toward the automated identification of semantically compatible words NAACL

Germán Kruszewski | Marco Baroni |

Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning ACL IJCNLP

Angeliki Lazaridou | Georgiana Dinu | Marco Baroni |

Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model ACL IJCNLP

Nghia The Pham | Germán Kruszewski | Angeliki Lazaridou | Marco Baroni |

A Multitask Objective to Inject Lexical Contrast into Distributional Semantics ACL IJCNLP

Nghia The Pham | Angeliki Lazaridou | Marco Baroni |

From Visual Attributes to Adjectives through Decompositional Distributional Semantics TACL

Angeliki Lazaridou | Georgiana Dinu | Adam Liska | Marco Baroni |

Deriving Boolean structures from distributional vectors TACL

German Kruszewski | Denis Paperno | Marco Baroni |

Leveraging Preposition Ambiguity to Assess Compositional Distributional Models of Semantics *SEMEVAL

Do Distributed Semantic Models Dream of Electric Sheep? Visualizing Word Representations through Image Synthesis VL WS

Angeliki Lazaridou | Dat Tien Nguyen | Marco Baroni |

Improving the Lexical Function Composition Model with Pathwise Optimized Elastic-Net Regression EACL

Jiming Li | Marco Baroni | Georgiana Dinu |

A SICK cure for the evaluation of compositional distributional semantic models LREC

A practical and linguistically-motivated approach to compositional distributional semantics ACL

Denis Paperno | Nghia The Pham | Marco Baroni |

Don’t count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors ACL

Marco Baroni | Georgiana Dinu | Germán Kruszewski |

How to make words with vectors: Phrase generation in distributional semantics ACL

Georgiana Dinu | Marco Baroni |

Is this a wampimuk? Cross-modal mapping between distributional semantics and the visual world ACL

Angeliki Lazaridou | Elia Bruni | Marco Baroni |

Dead parrots make bad pets: Exploring modifier effects in noun phrases *SEMEVAL

Germán Kruszewski | Marco Baroni |

SemEval-2014 Task 1: Evaluation of Compositional Distributional Semantic Models on Full Sentences through Semantic Relatedness and Textual Entailment *SEMEVAL

Frege in Space: A Program for Composition Distributional Semantics LILT

Marco Baroni | Raffaella Bernardi | Roberto Zamparelli |

Studying the Recursive Behaviour of Adjectival Modification with Compositional Distributional Semantics EMNLP

Eva Maria Vecchi | Roberto Zamparelli | Marco Baroni |

Fish Transporters and Miracle Homes: How Compositional Distributional Semantics can Help NP Parsing EMNLP

Angeliki Lazaridou | Eva Maria Vecchi | Marco Baroni |

Of Words, Eyes and Brains: Correlating Image-Based Distributional Semantic Models with Neural Representations of Concepts EMNLP

Compositional-ly Derived Representations of Morphologically Complex Words in Distributional Semantics ACL

Angeliki Lazaridou | Marco Marelli | Roberto Zamparelli | Marco Baroni |

A relatedness benchmark to test the role of determiners in compositional distributional semantics ACL

Raffaella Bernardi | Georgiana Dinu | Marco Marelli | Marco Baroni |

DISSECT - DIStributional SEmantics Composition Toolkit ACL

Georgiana Dinu | Nghia The Pham | Marco Baroni |

Visual Features for Linguists: Basic image analysis techniques for multimodally-curious NLPers ACL

Elia Bruni | Marco Baroni |

Intensionality was only alleged: On adjective-noun composition in distributional semantics IWCS WS

Gemma Boleda | Marco Baroni | The Nghia Pham | Louise McNally |

Multi-Step Regression Learning for Compositional Distributional Semantics IWCS WS

Sentence paraphrase detection: When determiners and word order make the difference WS

Nghia Pham | Raffaella Bernardi | Yao Zhong Zhang | Marco Baroni |

General estimation and evaluation of compositional distributional semantic models WS

Georgiana Dinu | Nghia The Pham | Marco Baroni |

Second Joint Conference on Lexical and Computational Semantics (SEM), Volume 1: Proceedings of the Main Conference and the Shared Task: Semantic Textual Similarity SEM SemEval

Mona Diab | Tim Baldwin | Marco Baroni |