Marco Baroni
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Marco Baroni's AcademicInfluence.com Rankings
Marco Baronipsychology Degrees
Psychology
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#3499
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Cognitive Science
#155
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#156
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Marco Baronicomputer-science Degrees
Computer Science
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#7288
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Computational Linguistics
#1294
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#1308
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Artificial Intelligence
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#2723
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Marco Baroni's Degrees
- Bachelors Cognitive Science University of Padua
Why Is Marco Baroni Influential?
(Suggest an Edit or Addition)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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