Marco Baroni

Marco Baroni's AcademicInfluence.com Rankings

Marco Baroni

Psychology

#3067

World Rank

#3499

Historical Rank

Cognitive Science

#155

World Rank

#156

Historical Rank

psychology Degrees

Marco Baroni

Computer Science

#6921

World Rank

#7288

Historical Rank

Computational Linguistics

#1294

World Rank

#1308

Historical Rank

Artificial Intelligence

#2682

World Rank

#2723

Historical Rank

computer-science Degrees

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Psychology
Computer Science

Marco Baroni's Degrees

Bachelors Cognitive Science University of Padua

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Marco Baroni's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Don’t count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors (2014) (1399)
The WaCky wide web: a collection of very large linguistically processed web-crawled corpora (2009) (1196)
Multimodal Distributional Semantics (2014) (831)
What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties (2018) (654)
Distributional Memory: A General Framework for Corpus-Based Semantics (2010) (642)
A SICK cure for the evaluation of compositional distributional semantic models (2014) (609)
Nouns are Vectors, Adjectives are Matrices: Representing Adjective-Noun Constructions in Semantic Space (2010) (539)
Generalization without Systematicity: On the Compositional Skills of Sequence-to-Sequence Recurrent Networks (2017) (515)
Colorless Green Recurrent Networks Dream Hierarchically (2018) (399)
BootCaT: Bootstrapping Corpora and Terms from the Web (2004) (398)
SemEval-2014 Task 1: Evaluation of Compositional Distributional Semantic Models on Full Sentences through Semantic Relatedness and Textual Entailment (2014) (385)
Distributional Semantics in Technicolor (2012) (371)
Multi-Agent Cooperation and the Emergence of (Natural) Language (2016) (342)
Improving zero-shot learning by mitigating the hubness problem (2014) (336)
of the European Chapter of the Association for Computational Linguistics (2006) (332)
Introducing and evaluating ukWaC , a very large web-derived corpus of English (2008) (315)
How we BLESSed distributional semantic evaluation (2011) (300)
Combining Language and Vision with a Multimodal Skip-gram Model (2015) (265)
Entailment above the word level in distributional semantics (2012) (247)
The LAMBADA dataset: Word prediction requiring a broad discourse context (2016) (216)
A New Approach to the Study of Translationese: Machine-learning the Difference between Original and Translated Text (2005) (194)
A distributional similarity approach to the detection of semantic change in the Google Books Ngram corpus. (2011) (189)
Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning (2015) (186)
Large Linguistically-Processed Web Corpora for Multiple Languages (2006) (159)
Introducing the La Repubblica Corpus: A Large, Annotated, TEI(XML)-compliant Corpus of Newspaper Italian (2004) (149)
Multi-Step Regression Learning for Compositional Distributional Semantics (2013) (148)
Strudel: A Corpus-Based Semantic Model Based on Properties and Types (2010) (148)
Frege in Space: A Program of Compositional Distributional Semantics (2014) (147)
The emergence of number and syntax units in LSTM language models (2019) (125)
Unsupervised discovery of morphologically related words based on orthographic and semantic similarity (2002) (124)
Morph-it! A free corpus-based morphological resource for the Italian language (2005) (115)
Cleaneval: a Competition for Cleaning Web Pages (2008) (114)
Linguistic generalization and compositionality in modern artificial neural networks (2019) (109)
Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks (2018) (108)
A Roadmap Towards Machine Intelligence (2015) (107)
Compositional-ly Derived Representations of Morphologically Complex Words in Distributional Semantics (2013) (106)
Is this a wampimuk? Cross-modal mapping between distributional semantics and the visual world (2014) (106)
Frege in Space: A Program for Composition Distributional Semantics (2014) (104)
Emergent Multi-Agent Communication in the Deep Learning Era (2020) (102)
A Benchmark for Systematic Generalization in Grounded Language Understanding (2020) (99)
Affixation in semantic space: Modeling morpheme meanings with compositional distributional semantics. (2015) (95)
DISSECT - DIStributional SEmantics Composition Toolkit (2013) (95)
Identifying subjective adjectives through web-based mutual information (2004) (93)
zipfR : word frequency distributions in R (2007) (86)
Building general- and special-purpose corpora by Web crawling (2006) (81)
Using web data for linguistic purposes (2007) (80)
Distributional semantics from text and images (2011) (80)
Permutation Equivariant Models for Compositional Generalization in Language (2020) (75)
Compositionality and Generalization In Emergent Languages (2020) (75)
Using Cooccurrence Statistics and the Web to Discover Synonyms in a Technical Language (2004) (74)
Syntactic Structure from Deep Learning (2020) (72)
A practical and linguistically-motivated approach to compositional distributional semantics (2014) (71)
Still not systematic after all these years: On the compositional skills of sequence-to-sequence recurrent networks (2017) (71)
Concepts and properties in word spaces (2008) (69)
How agents see things: On visual representations in an emergent language game (2018) (68)
Human few-shot learning of compositional instructions (2019) (67)
Multimodal Word Meaning Induction From Minimal Exposure to Natural Text. (2017) (67)
Anti-efficient encoding in emergent communication (2019) (66)
Distributional vectors encode referential attributes (2015) (66)
High-risk learning: acquiring new word vectors from tiny data (2017) (64)
Memorize or generalize? Searching for a compositional RNN in a haystack (2018) (63)
Reading visually embodied meaning from the brain: Visually grounded computational models decode visual-object mental imagery induced by written text (2015) (62)
WebBootCaT. Instant Domain-Specific Corpora to Support Human Translators (2006) (62)
37. Distributions in text (2009) (61)
(Linear) Maps of the Impossible: Capturing Semantic Anomalies in Distributional Space (2011) (57)
WebBootCaT: a Web Tool for Instant Corpora (2006) (55)
Grounding Distributional Semantics in the Visual World (2016) (53)
Composition in Distributional Semantics (2013) (52)
Intensionality was only alleged: On adjective-noun composition in distributional semantics (2013) (50)
A set of semantic norms for German and Italian (2011) (49)
Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model (2015) (47)
Distributional semantics with eyes: using image analysis to improve computational representations of word meaning (2012) (47)
Of Words, Eyes and Brains: Correlating Image-Based Distributional Semantic Models with Neural Representations of Concepts (2013) (47)
BLIND: a set of semantic feature norms from the congenitally blind (2013) (47)
Jump to better conclusions: SCAN both left and right (2018) (46)
EEG responds to conceptual stimuli and corpus semantics (2009) (46)
Processing of speech and non-speech sounds in the supratemporal plane: Auditory input preference does not predict sensitivity to statistical structure (2013) (45)
Deriving Boolean structures from distributional vectors (2015) (44)
General estimation and evaluation of compositional distributional semantic models (2013) (44)
SICK through the SemEval glasses. Lesson learned from the evaluation of compositional distributional semantic models on full sentences through semantic relatedness and textual entailment (2016) (44)
Predicting the Components of German Nominal Compounds (2002) (43)
EGG: a toolkit for research on Emergence of lanGuage in Games (2019) (41)
A Multitask Objective to Inject Lexical Contrast into Distributional Semantics (2015) (40)
THE LANGUAGE COMPONENT OF THE FASTY TEXT PREDICTION SYSTEM (2005) (38)
FASTY - A Multi-lingual Approach to Text Prediction (2002) (37)
Strudel: A distributional semantic model based on properties and types (2010) (37)
One Distributional Memory, Many Semantic Spaces (2009) (36)
ISA meets Lara: An incremental word space model for cognitively plausible simulations of semantic learning (2007) (36)
Testing the extrapolation quality of word frequency models (2006) (36)
How to make words with vectors: Phrase generation in distributional semantics (2014) (36)
A New AI Evaluation Cosmos: Ready to Play the Game? (2017) (36)
Fish Transporters and Miracle Homes: How Compositional Distributional Semantics can Help NP Parsing (2013) (36)
CNNs found to jump around more skillfully than RNNs: Compositional Generalization in Seq2seq Convolutional Networks (2019) (35)
BagPack: A general framework to represent semantic relations (2009) (34)
A WaCky Introduction (2006) (33)
Mechanisms for handling nested dependencies in neural-network language models and humans (2020) (32)
Spicy Adjectives and Nominal Donkeys: Capturing Semantic Deviance Using Compositionality in Distributional Spaces (2017) (32)
Exploiting Long Distance Collocational Relations in Predictive Typing (2003) (31)
Communicating artificial neural networks develop efficient color-naming systems (2021) (28)
A pilot study of English / French collocation extraction and translation (2008) (26)
The Relationship Between Vowel Length and Consonantal Voicing in Friulian (2000) (26)
The Concept Game: Better Commonsense Knowledge Extraction by Combining Text Mining and a Game with a Purpose (2010) (25)
ESSLLI Workshop on Distributional Lexical Semantics Bridging the gap between semantic theory and computational simulations (2008) (24)
A relatedness benchmark to test the role of determiners in compositional distributional semantics (2013) (24)
39 Distributions in Text (2005) (24)
Distribution-driven morpheme discovery: a computational/experimental study (2003) (23)
Stereotypical gender actions can be extracted from web text (2011) (23)
Measuring semantic relatedness with vector space models and random walks (2009) (22)
Picking buttercups and eating butter cups: Spelling alternations, semantic relatedness, and their consequences for compound processing (2014) (21)
Towards Multi-Agent Communication-Based Language Learning (2016) (21)
Entropy Minimization In Emergent Languages (2019) (21)
Word-order Biases in Deep-agent Emergent Communication (2019) (21)
There Is No Logical Negation Here, But There Are Alternatives: Modeling Conversational Negation with Distributional Semantics (2016) (21)
Multimodal Semantic Learning from Child-Directed Input (2016) (20)
Wordform- and Class-based Prediction of the Components of German Nominal Compounds in an AAC System (2002) (20)
36. Statistical methods for corpus exploitation (2009) (19)
Neural sensitivity to syllable frequency and mutual information in speech perception and production (2016) (19)
Automated construction and evaluation of Japanese Web-based reference corpora (2005) (19)
Predication Drives Verb Cortical Signatures (2014) (18)
On the proper role of linguistically-oriented deep net analysis in linguistic theorizing (2021) (18)
The dual nature of Deverbal Nominal Constructions: Evidence from acceptability ratings and corpus analysis (2009) (17)
So similar and yet incompatible: Toward the automated identification of semantically compatible words (2015) (17)
The zipfR package for lexical statistics: A tutorial introduction (2006) (17)
From Visual Attributes to Adjectives through Decompositional Distributional Semantics (2015) (16)
The red one!: On learning to refer to things based on discriminative properties (2016) (16)
Sentence paraphrase detection: When determiners and word order make the difference (2013) (16)
When the Whole Is Less Than the Sum of Its Parts: How Composition Affects PMI Values in Distributional Semantic Vectors (2016) (16)
Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 1: Proceedings of the Main Conference and the Shared Task: Semantic Textual Similarity (2013) (15)
A New Approach to the Study of Translationese : Machine-learning the Difference between (2006) (15)
Miss Tools and Mr Fruit: Emergent Communication in Agents Learning about Object Affordances (2019) (15)
CommAI: Evaluating the first steps towards a useful general AI (2017) (14)
Studying the Recursive Behaviour of Adjectival Modification with Compositional Distributional Semantics (2013) (14)
Dead parrots make bad pets: Exploring modifier effects in noun phrases (2014) (13)
Causal Discovery Using Proxy Variables (2017) (13)
Tabula Nearly Rasa: Probing the Linguistic Knowledge of Character-level Neural Language Models Trained on Unsegmented Text (2019) (13)
Retrieving Japanese specialized terms and corpora from the World Wide Web (2004) (13)
A preliminary analysis of collocational differences in monolingual comparable corpora (2003) (13)
Unsupervised Lexical Substitution with a Word Space Model (2009) (13)
Leveraging Preposition Ambiguity to Assess Compositional Distributional Models of Semantics (2015) (13)
Emergent Language Generalization and Acquisition Speed are not tied to Compositionality (2020) (12)
How BPE Affects Memorization in Transformers (2021) (12)
Bootstrapping a Game with a Purpose for Commonsense Collection (2012) (12)
Interpretable agent communication from scratch(with a generic visual processor emerging on the side) (2021) (12)
A Figure of Merit for the Evaluation of Web-Corpus Randomness (2006) (11)
Words and Echoes: Assessing and Mitigating the Non-Randomness Problem in Word Frequency Distribution Modeling (2007) (11)
Corpus-based estimates of word association predict biases in judgment of word co-occurrence likelihood (2014) (10)
The representation of prefixed forms in the Italian lexicon: Evidence from the distribution of intervocalic [s] and [z] in northern Italian. (2001) (10)
The zipfR library: Words and other rare events in R (2006) (10)
When the Whole Is Not Greater Than the Combination of Its Parts: A “Decompositional” Look at Compositional Distributional Semantics (2015) (9)
Cognitively Salient Relations for Multilingual Lexicography (2008) (8)
The red one!: On learning to refer to things based on their discriminative properties (2016) (8)
Analyzing Interactive QA Dialogues Using Logistic Regression Models (2009) (8)
Proceedings of the 2007 Workshop on Contextual Information in Semantic Space Models. Beyond Words and Documents (2010) (7)
NN Compounds in Italian: Modelling Category Induction and Analogical Extension (2007) (7)
Predicting Cognitively Salient Modifiers of the Constitutive Parts of Concepts (2010) (7)
Generalizable distributional regularities aid fluent lan- guage processing: The case of semantic valence tendencies (2008) (7)
Rat big, cat eaten! Ideas for a useful deep-agent protolanguage (2020) (7)
Optical Cues to the Visual Perception of Lexical and Phrasal Stress in English (2007) (7)
Unveiling the Dreams of Word Embeddings: Towards Language-Driven Image Generation (2015) (6)
Improving the Lexical Function Composition Model with Pathwise Optimized Elastic-Net Regression (2014) (5)
The phonetic nature of the Northern Italian allophones (s) and (z) in words with variable realization: electroglottographic and acoustic (1997) (5)
On the Distribution of Deep Clausal Embeddings: A Large Cross-linguistic Study (2019) (4)
An acoustic study of Italian unstressed mid‐vowels (1996) (4)
Generalizable distributional regularities aid fluent language processing (2008) (4)
zipfR: Word Frequency Modeling in R (2007) (4)
Computational issues in compound processing (2010) (4)
"Show me the cup": Reference with Continuous Representations (2016) (3)
Articulation of word and sentence stress (2000) (3)
Proceedings of the 2nd International Workshop on Web as Corpus (2006) (3)
Exploring Processing of Nested Dependencies in Neural-Network Language Models and Humans (2020) (3)
Information Minimization In Emergent Languages (2019) (3)
Living a discrete life in a continuous world: Reference with distributed representations (2017) (3)
Mapping conceptual features to referential properties (2015) (3)
Focus on What's Informative and Ignore What's not: Communication Strategies in a Referential Game (2019) (3)
Do Distributed Semantic Models Dream of Electric Sheep? Visualizing Word Representations through Image Synthesis (2015) (2)
BabyExp: Constructing a Huge Multimodal Resource to Acquire Commonsense Knowledge Like Children Do (2010) (2)
Living a discrete life in a continuous world: Reference in cross-modal entity tracking (2017) (2)
Leveraging Preposition Ambiguity to Assess Representation of Semantic Interaction in CDSM (2014) (1)
SICK through the SemEval glasses. Lesson learned from the evaluation of compositional distributional semantic models on full sentences through semantic relatedness and textual entailment (2016) (1)
Representational Similarity Between Brain Activity Elicited by Concrete Nouns and Image Based Semantic Models (2012) (1)
Communication breakdown: On the low mutual intelligibility between human and neural captioning (2022) (1)
Capturing semantic anomalies in distributional space (2011) (1)
Using textual association measures and minimum edit distance to discover morphological relations (2002) (1)
Visual Features for Linguists: Basic image analysis techniques for multimodally-curious NLPers (2013) (0)
Semantic feature norms for congenital blind subjects (2012) (0)
Corpus and Cognition Colloquium : The Relation Between Natural and Experimental Language Data (2007) (0)
Copy from DBC Webarchive (2020) (0)
From Word Co-Occurrences to Properties of Concepts: Using corpora to simulate the human experience (2008) (0)
Modelling Semantic Property Acquisition from Single Linguistic Exposure (2008) (0)
Using the web as a source of linguistic data: experiences, problems and perspectives (2005) (0)
Entropy Minimization In Emergent Languages: Supplementary (2020) (0)
Noun-Adjective Composition using matrices (2010) (0)
Toward automated identification of semantically compatible words (2015) (0)
Chapter 38: Statistical methods for corpus exploitation (2006) (0)
Word Space Models and Cognitive Research State of the Art and Future Perspectives (2007) (0)
Table of Contents (linear) Maps of the Impossible: Capturing Semantic Anomalies in Distributional Space Shared Task System Description: Frustratingly Hard Compositionality Prediction Shared Task System Description: Measuring the Compositionality of Bigrams Using Statistical Method- Ologies Detecting (2011) (0)
Distributional semantic phrases vs. semantic distributional nonsense: Adjective Modification in Compositional Distributional Semantics (2013) (0)
Preface To Workshop On The Web As A Corpus (2006) (0)
Compositionality in (high-dimensional) space (2012) (0)
Controlled tasks for model analysis: Retrieving discrete information from sequences (2021) (0)
First Workshop on Computational Neurolinguistics Learning Semantic Features for Fmri Data from Definitional Text Concept Classification with Bayesian Multi-task Learning Wordnet Based Features for Predicting Brain Activity Associated with Meanings of Nouns an Investigation on Polysemy and Lexical Or (2010) (0)
Extracting Conceptual Knowledge from Text Corpora (2008) (0)
Recent advancements in human language technology in Italy (2013) (0)
The ICSI Meeting Corpus : Near-field and far-field , multi-channel transcriptions for speech and language researchers − (2004) (0)
Proceedings of the EACL Workshop on the Web as Corpus (2006) (0)
Misurare la Produttivita: Esperimenti e Riflessioni (2005) (0)
Order Print-on-demand Copies From: Table of Contents Predictions for Self-priming from Incremental Updating Models Unifying Comprehension and Production Pragmatic Alignment on Social Support Type in Health Forum Conversations Fusion of Compositional Network-based and Lexical Function Distributional (0)
Cross-Domain Image Captioning with Discriminative Finetuning (2023) (0)
Distributional Semantics: From Ad Hoc Solutions to Persistent Models (2008) (0)
Can discrete information extraction prompts generalize across language models? (2023) (0)
Phrase generation in distributional semantics (2014) (0)
Optical Phonetics and Visual Percep Stress in Eng (2003) (0)
Acknowledgment of Reviewers 2016 and 2017 (2018) (0)
Unseen features. Collecting semantic data from congenital blind subjects (2012) (0)
Generating Well-Formed Compounds : A Corpus-Based Model Tested Against Psycholinguistic Evidence (2019) (0)
BLIND: a set of semantic feature norms from the congenitally blind (2013) (0)
Distributional Semantics beyond Concrete Concepts Wishing You a Fruitful, Interesting and Swinging Disco Workshop, 1 Integrating Experiential and Linguistic Information in Semantic Representation 7 Verb Sense Disambiguation Using a Predicate-argument Clustering Model Integrating Experiential and Lin (0)
Compositionality in distributional semantics (2012) (0)
Extracting Structured Semantic Spaces from Corpora (2007) (0)
Workshop on Computational Models of Language Acquisition and Loss a Morphologically Annotated Hebrew Childes Corpus Unseen Features. Collecting Semantic Data from Congenital Blind Subjects Conference Program Distinguishing Contact-induced Change from Language Drift in Genetically Re- Lated Languages (2012) (0)
Random Walks for Text Semantic Similarity Wikiwalk: Random Walks on Wikipedia for Semantic Relatedness Measuring Semantic Relatedness with Vector Space Models and Random Walks Ranking and Semi-supervised Classification on Large Scale Graphs Using Map-reduce Opinion Graphs for Polarity and Discourse (2009) (0)
Reviewers acknowledgement (2019) (0)
Endorsed By: Acl Siglex Acl Sigsem a Regression Model of Adjective-noun Compositionality in Distributional Semantics Semantic Composition with Quotient Algebras Expectation Vectors: a Semiotics Inspired Approach to Geometric Lexical-semantic Representation Sketch Techniques for Scaling Distributiona (0)
Referential communication in heterogeneous communities of pre-trained visual deep networks (2023) (0)
Table of Contents Distributional Semantics from Text and Images Reranking Bilingually Extracted Paraphrases Using Monolingual Distributional Similarity Encoding Syntactic Dependencies by Vector Permutation Workshop Program Attribute-related Meaning Representations for Adjective- Noun Phrases in a Si (0)
Emergent Language-Based Coordination In Deep Multi-Agent Systems (2022) (0)

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Published Works

Marco Baroni's AcademicInfluence.com Rankings