Enrico Santus

According to our database, Enrico Santus authored at least 44 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Extensive evaluation of transformer-based architectures for adverse drug events extraction.

Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra

Knowl. Based Syst., 2023

2022

Increasing Adverse Drug Events extraction robustness on social media: case study on negation and speculation.

Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra

CoRR, 2022

Negation Detection for Robust Adverse Drug Event Extraction From Social Media Texts.

Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra

Proceedings of the 18th Italian Research Conference on Digital Libraries, 2022

Generalizing over Long Tail Concepts for Medical Term Normalization.

Beatrice Portelli, Simone Scaboro, Enrico Santus, Hooman Sedghamiz, Emmanuele Chersoni, Giuseppe Serra

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

AILAB-Udine@SMM4H'22: Limits of Transformers and BERT Ensembles.

Beatrice Portelli, Simone Scaboro, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra

Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022

2021

Deciphering Undersegmented Ancient Scripts Using Phonetic Prior.

Jiaming Luo, Frederik Hartmann, Enrico Santus, Yuan Cao, Regina Barzilay

Trans. Assoc. Comput. Linguistics, 2021

Simulating SARS-CoV-2 epidemics by region-specific variables and modeling contact tracing app containment.

Alberto Ferrari, Enrico Santus, Davide Cirillo, Miguel Ponce de Leon, Nicola Marino, Maria Teresa Ferretti, Antonella Santuccione Chadha, Nikolaos Mavridis, Alfonso Valencia

npj Digit. Medicine, 2021

Not all arguments are processed equally: a distributional model of argument complexity.

Emmanuele Chersoni, Enrico Santus, Alessandro Lenci, Philippe Blache, Chu-Ren Huang

Lang. Resour. Evaluation, 2021

Improving Adverse Drug Event Extraction with SpanBERT on Different Text Typologies.

Beatrice Portelli, Daniele Passabì, Edoardo Lenzi, Giuseppe Serra, Enrico Santus, Emmanuele Chersoni

CoRR, 2021

Decoding Word Embeddings with Brain-Based Semantic Features.

Emmanuele Chersoni, Enrico Santus, Chu-Ren Huang, Alessandro Lenci

Comput. Linguistics, 2021

Did the Cat Drink the Coffee? Challenging Transformers with Generalized Event Knowledge.

Paolo Pedinotti, Giulia Rambelli, Emmanuele Chersoni, Enrico Santus, Alessandro Lenci, Philippe Blache

Proceedings of *SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics, 2021

SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations.

Hooman Sedghamiz, Shivam Raval, Enrico Santus, Tuka Alhanai, Mohammad M. Ghassemi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media.

Shivam Raval, Hooman Sedghamiz, Enrico Santus, Tuka Alhanai, Mohammad M. Ghassemi, Emmanuele Chersoni

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

BERT Prescriptions to Avoid Unwanted Headaches: A Comparison of Transformer Architectures for Adverse Drug Event Detection.

Beatrice Portelli, Edoardo Lenzi, Emmanuele Chersoni, Giuseppe Serra, Enrico Santus

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations.

Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra

Proceedings of the Seventh Workshop on Noisy User-generated Text, 2021

CMCL 2021 Shared Task on Eye-Tracking Prediction.

Nora Hollenstein, Emmanuele Chersoni, Cassandra L. Jacobs, Yohei Oseki, Laurent Prévot, Enrico Santus

Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics, 2021

2020

Are Word Embeddings Really a Bad Fit for the Estimation of Thematic Fit?

Emmanuele Chersoni, Ludovica Pannitto, Enrico Santus, Alessandro Lenci, Chu-Ren Huang

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

2019

A structured distributional model of sentence meaning and processing.

Emmanuele Chersoni, Enrico Santus, Ludovica Pannitto, Alessandro Lenci, Philippe Blache, Chu-Ren Huang

Nat. Lang. Eng., 2019

Unsupervised Text Style Transfer via Iterative Matching and Translation.

Zhijing Jin, Di Jin, Jonas Mueller, Nicholas Matthews, Enrico Santus

CoRR, 2019

Semantic Relata for the Evaluation of Distributional Models in Mandarin Chinese.

Hongchao Liu, Emmanuele Chersoni, Natalia Klyueva, Enrico Santus, Chu-Ren Huang

IEEE Access, 2019

GraphIE: A Graph-Based Framework for Information Extraction.

Yujie Qian, Enrico Santus, Zhijing Jin, Jiang Guo, Regina Barzilay

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Towards Debiasing Fact Verification Models.

Tal Schuster, Darsh J. Shah, Yun Jie Serene Yeo, Daniel Filizzola, Enrico Santus, Regina Barzilay

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

IMaT: Unsupervised Text Attribute Transfer via Iterative Matching and Translation.

Zhijing Jin, Di Jin, Jonas Mueller, Nicholas Matthews, Enrico Santus

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

BomJi at SemEval-2018 Task 10: Combining Vector-, Pattern- and Graph-based Information to Identify Discriminative Attributes.

Enrico Santus, Chris Biemann, Emmanuele Chersoni

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

SemEval-2018 Task 9: Hypernym Discovery.

José Camacho-Collados, Claudio Delli Bovi, Luis Espinosa Anke, Sergio Oramas, Tommaso Pasini, Enrico Santus, Vered Shwartz, Roberto Navigli, Horacio Saggion

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

A Rank-Based Similarity Metric for Word Embeddings.

Enrico Santus, Hongmin Wang, Emmanuele Chersoni, Yue Zhang

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Is Structure Necessary for Modeling Argument Expectations in Distributional Semantics?

Emmanuele Chersoni, Enrico Santus, Philippe Blache, Alessandro Lenci

Proceedings of the IWCS 2017 - 12th International Conference on Computational Semantics - Long papers, Montpellier, France, September 19, 2017

Measuring Thematic Fit with Distributional Feature Overlap.

Enrico Santus, Emmanuele Chersoni, Alessandro Lenci, Philippe Blache

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection.

Vered Shwartz, Enrico Santus, Dominik Schlechtweg

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

German in Flux: Detecting Metaphoric Change via Word Entropy.

Dominik Schlechtweg, Stefanie Eckmann, Enrico Santus, Sabine Schulte im Walde, Daniel Hole

Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

2016

Testing APSyn against Vector Cosine on Similarity Estimation.

Enrico Santus, Emmanuele Chersoni, Alessandro Lenci, Chu-Ren Huang, Philippe Blache

Proceedings of the 30th Pacific Asia Conference on Language, Information and Computation, 2016

What a Nerd! Beating Students and Vector Cosine in the ESL and TOEFL Datasets.

Enrico Santus, Alessandro Lenci, Tin-Shing Chiu, Qin Lu, Chu-Ren Huang

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Nine Features in a Random Forest to Learn Taxonomical Semantic Relations.

Enrico Santus, Alessandro Lenci, Tin-Shing Chiu, Qin Lu, Chu-Ren Huang

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

EVALution-MAN: A Chinese Dataset for the Training and Evaluation of DSMs.

Hongchao Liu, Karl David Neergaard, Enrico Santus, Chu-Ren Huang

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Representing Verbs with Rich Contexts: an Evaluation on Verb Similarity.

Emmanuele Chersoni, Enrico Santus, Alessandro Lenci, Philippe Blache, Chu-Ren Huang

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

The CogALex-V Shared Task on the Corpus-Based Identification of Semantic Relations.

Enrico Santus, Anna Gladkova, Stefan Evert, Alessandro Lenci

Proceedings of the 5th Workshop on Cognitive Aspects of the Lexicon, 2016

CogALex-V Shared Task: ROOT18.

Emmanuele Chersoni, Giulia Rambelli, Enrico Santus

Proceedings of the 5th Workshop on Cognitive Aspects of the Lexicon, 2016

ROOT13: Spotting Hypernyms, Co-Hyponyms and Randoms.

Enrico Santus, Alessandro Lenci, Tin-Shing Chiu, Qin Lu, Chu-Ren Huang

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Unsupervised Measure of Word Similarity: How to Outperform Co-Occurrence and Vector Cosine in VSMs.

Enrico Santus, Alessandro Lenci, Tin-Shing Chiu, Qin Lu, Chu-Ren Huang

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

LLT-PolyU: Identifying Sentiment Intensity in Ironic Tweets.

Hongzhi Xu, Enrico Santus, Anna Laszlo, Chu-Ren Huang

Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Sentiment Analyzer with Rich Features for Ironic and Sarcastic Tweets.

Piyoros Tungthamthiti, Enrico Santus, Hongzhi Xu, Chu-Ren Huang, Kiyoaki Shirai

Proceedings of the 29th Pacific Asia Conference on Language, Information and Computation, 2015

EVALution 1.0: an Evolving Semantic Dataset for Training and Evaluation of Distributional Semantic Models.

Enrico Santus, Frances Yung, Alessandro Lenci, Chu-Ren Huang

Proceedings of the 4th Workshop on Linked Data in Linguistics: Resources and Applications, 2015

2014

Taking Antonymy Mask off in Vector Space.

Enrico Santus, Qin Lu, Alessandro Lenci, Chu-Ren Huang

Proceedings of the 28th Pacific Asia Conference on Language, Information and Computation, 2014

Chasing Hypernyms in Vector Spaces with Entropy.

Enrico Santus, Alessandro Lenci, Qin Lu, Sabine Schulte im Walde

Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014