Enrico Santus

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 66

Top Topics

Adverse Drug Reactions

Top Venues

SemEval@NAACL-HLT

Publications

Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra
Extensive Evaluation of Transformer-based Architectures for Adverse Drug Events Extraction. CoRR (2023)
Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra
Extensive evaluation of transformer-based architectures for adverse drug events extraction. Knowl. Based Syst. 275 (2023)
Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra
Increasing Adverse Drug Events extraction robustness on social media: case study on negation and speculation. CoRR (2022)
Beatrice Portelli, Simone Scaboro, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra
AILAB-Udine@SMM4H 22: Limits of Transformers and BERT Ensembles. CoRR (2022)
Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra
Negation Detection for Robust Adverse Drug Event Extraction From Social Media Texts. IRCDL (2022)
Beatrice Portelli, Simone Scaboro, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra
AILAB-Udine@SMM4H'22: Limits of Transformers and BERT Ensembles. SMM4H@COLING (2022)
Beatrice Portelli, Simone Scaboro, Enrico Santus, Hooman Sedghamiz, Emmanuele Chersoni, Giuseppe Serra
Generalizing over Long Tail Concepts for Medical Term Normalization. CoRR (2022)
Beatrice Portelli, Simone Scaboro, Enrico Santus, Hooman Sedghamiz, Emmanuele Chersoni, Giuseppe Serra
Generalizing over Long Tail Concepts for Medical Term Normalization. EMNLP (2022)
Hooman Sedghamiz, Shivam Raval, Enrico Santus, Tuka Alhanai, Mohammad M. Ghassemi
SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations. EMNLP (Findings) (2021)
Emmanuele Chersoni, Enrico Santus, Alessandro Lenci, Philippe Blache, Chu-Ren Huang
Not all arguments are processed equally: a distributional model of argument complexity. Lang. Resour. Evaluation 55 (4) (2021)
Beatrice Portelli, Edoardo Lenzi, Emmanuele Chersoni, Giuseppe Serra, Enrico Santus
BERT Prescriptions to Avoid Unwanted Headaches: A Comparison of Transformer Architectures for Adverse Drug Event Detection. EACL (2021)
Hooman Sedghamiz, Shivam Raval, Enrico Santus, Tuka Alhanai, Mohammad M. Ghassemi
SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations. CoRR (2021)
Nora Hollenstein, Emmanuele Chersoni, Cassandra L. Jacobs, Yohei Oseki, Laurent Prévot, Enrico Santus
CMCL 2021 Shared Task on Eye-Tracking Prediction. CMLS (2021)
Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra
NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations. CoRR (2021)
Shivam Raval, Hooman Sedghamiz, Enrico Santus, Tuka Alhanai, Mohammad M. Ghassemi, Emmanuele Chersoni
Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media. CoRR (2021)
Beatrice Portelli, Daniele Passabì, Edoardo Lenzi, Giuseppe Serra, Enrico Santus, Emmanuele Chersoni
Improving Adverse Drug Event Extraction with SpanBERT on Different Text Typologies. CoRR (2021)
Emmanuele Chersoni, Enrico Santus, Chu-Ren Huang, Alessandro Lenci
Decoding Word Embeddings with Brain-Based Semantic Features. Comput. Linguistics 47 (3) (2021)
Paolo Pedinotti, Giulia Rambelli, Emmanuele Chersoni, Enrico Santus, Alessandro Lenci, Philippe Blache
Did the Cat Drink the Coffee? Challenging Transformers with Generalized Event Knowledge. CoRR (2021)
Shivam Raval, Hooman Sedghamiz, Enrico Santus, Tuka Alhanai, Mohammad M. Ghassemi, Emmanuele Chersoni
Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media. EMNLP (Findings) (2021)
Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra
NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations. W-NUT (2021)
Jiaming Luo, Frederik Hartmann, Enrico Santus, Yuan Cao, Regina Barzilay
Deciphering Undersegmented Ancient Scripts Using Phonetic Prior. Trans. Assoc. Comput. Linguistics 9 (2021)
Alberto Ferrari, Enrico Santus, Davide Cirillo, Miguel Ponce de Leon, Nicola Marino, Maria Teresa Ferretti, Antonella Santuccione Chadha, Nikolaos Mavridis, Alfonso Valencia
Simulating SARS-CoV-2 epidemics by region-specific variables and modeling contact tracing app containment. npj Digit. Medicine 4 (2021)
Paolo Pedinotti, Giulia Rambelli, Emmanuele Chersoni, Enrico Santus, Alessandro Lenci, Philippe Blache
Did the Cat Drink the Coffee? Challenging Transformers with Generalized Event Knowledge. *SEM (2021)
Jiaming Luo, Frederik Hartmann, Enrico Santus, Yuan Cao, Regina Barzilay
Deciphering Undersegmented Ancient Scripts Using Phonetic Prior. CoRR (2020)
Emmanuele Chersoni, Ludovica Pannitto, Enrico Santus, Alessandro Lenci, Chu-Ren Huang
Are Word Embeddings Really a Bad Fit for the Estimation of Thematic Fit? LREC (2020)
Tal Schuster, Darsh J. Shah, Yun Jie Serene Yeo, Daniel Filizzola, Enrico Santus, Regina Barzilay
Towards Debiasing Fact Verification Models. EMNLP/IJCNLP (1) (2019)
Yujie Qian, Enrico Santus, Zhijing Jin, Jiang Guo, Regina Barzilay
GraphIE: A Graph-Based Framework for Information Extraction. NAACL-HLT (1) (2019)
Tal Schuster, Darsh J. Shah, Yun Jie Serene Yeo, Daniel Filizzola, Enrico Santus, Regina Barzilay
Towards Debiasing Fact Verification Models. CoRR (2019)
Zhijing Jin, Di Jin, Jonas Mueller, Nicholas Matthews, Enrico Santus
IMaT: Unsupervised Text Attribute Transfer via Iterative Matching and Translation. EMNLP/IJCNLP (1) (2019)
Zhijing Jin, Di Jin, Jonas Mueller, Nicholas Matthews, Enrico Santus
Unsupervised Text Style Transfer via Iterative Matching and Translation. CoRR (2019)
Emmanuele Chersoni, Enrico Santus, Ludovica Pannitto, Alessandro Lenci, Philippe Blache, Chu-Ren Huang
A Structured Distributional Model of Sentence Meaning and Processing. CoRR (2019)
Emmanuele Chersoni, Enrico Santus, Ludovica Pannitto, Alessandro Lenci, Philippe Blache, Chu-Ren Huang
A structured distributional model of sentence meaning and processing. Nat. Lang. Eng. 25 (4) (2019)
Hongchao Liu, Emmanuele Chersoni, Natalia Klyueva, Enrico Santus, Chu-Ren Huang
Semantic Relata for the Evaluation of Distributional Models in Mandarin Chinese. IEEE Access 7 (2019)
Enrico Santus, Chris Biemann, Emmanuele Chersoni
BomJi at SemEval-2018 Task 10: Combining Vector-, Pattern- and Graph-based Information to Identify Discriminative Attributes. CoRR (2018)
Enrico Santus, Hongmin Wang, Emmanuele Chersoni, Yue Zhang
A Rank-Based Similarity Metric for Word Embeddings. CoRR (2018)
Yujie Qian, Enrico Santus, Zhijing Jin, Jiang Guo, Regina Barzilay
GraphIE: A Graph-Based Framework for Information Extraction. CoRR (2018)
José Camacho-Collados, Claudio Delli Bovi, Luis Espinosa Anke, Sergio Oramas, Tommaso Pasini, Enrico Santus, Vered Shwartz, Roberto Navigli, Horacio Saggion
SemEval-2018 Task 9: Hypernym Discovery. SemEval@NAACL-HLT (2018)
Enrico Santus, Chris Biemann, Emmanuele Chersoni
BomJi at SemEval-2018 Task 10: Combining Vector-, Pattern- and Graph-based Information to Identify Discriminative Attributes. SemEval@NAACL-HLT (2018)
Enrico Santus, Hongmin Wang, Emmanuele Chersoni, Yue Zhang
A Rank-Based Similarity Metric for Word Embeddings. ACL (2) (2018)
Dominik Schlechtweg, Stefanie Eckmann, Enrico Santus, Sabine Schulte im Walde, Daniel Hole
German in Flux: Detecting Metaphoric Change via Word Entropy. CoNLL (2017)
Emmanuele Chersoni, Enrico Santus, Philippe Blache, Alessandro Lenci
Is Structure Necessary for Modeling Argument Expectations in Distributional Semantics? IWCS(1) (2017)
Dominik Schlechtweg, Stefanie Eckmann, Enrico Santus, Sabine Schulte im Walde, Daniel Hole
German in Flux: Detecting Metaphoric Change via Word Entropy. CoRR (2017)
Vered Shwartz, Enrico Santus, Dominik Schlechtweg
Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection. EACL (1) (2017)
Enrico Santus, Emmanuele Chersoni, Alessandro Lenci, Philippe Blache
Measuring Thematic Fit with Distributional Feature Overlap. EMNLP (2017)
Emmanuele Chersoni, Enrico Santus, Philippe Blache, Alessandro Lenci
Is Structure Necessary for Modeling Argument Expectations in Distributional Semantics? CoRR (2017)
Enrico Santus, Emmanuele Chersoni, Alessandro Lenci, Philippe Blache
Measuring Thematic Fit with Distributional Feature Overlap. CoRR (2017)
Emmanuele Chersoni, Enrico Santus, Alessandro Lenci, Philippe Blache, Chu-Ren Huang
Representing Verbs with Rich Contexts: an Evaluation on Verb Similarity. CoRR (2016)
Enrico Santus, Tin-Shing Chiu, Qin Lu, Alessandro Lenci, Chu-Ren Huang
What a Nerd! Beating Students and Vector Cosine in the ESL and TOEFL Datasets. CoRR (2016)
Enrico Santus, Alessandro Lenci, Tin-Shing Chiu, Qin Lu, Chu-Ren Huang
Unsupervised Measure of Word Similarity: How to Outperform Co-Occurrence and Vector Cosine in VSMs. AAAI (2016)
Enrico Santus, Alessandro Lenci, Tin-Shing Chiu, Qin Lu, Chu-Ren Huang
ROOT13: Spotting Hypernyms, Co-Hyponyms and Randoms. AAAI (2016)
Enrico Santus, Alessandro Lenci, Tin-Shing Chiu, Qin Lu, Chu-Ren Huang
Nine Features in a Random Forest to Learn Taxonomical Semantic Relations. CoRR (2016)
Emmanuele Chersoni, Enrico Santus, Alessandro Lenci, Philippe Blache, Chu-Ren Huang
Representing Verbs with Rich Contexts: an Evaluation on Verb Similarity. EMNLP (2016)
Enrico Santus, Tin-Shing Chiu, Qin Lu, Alessandro Lenci, Chu-Ren Huang
Unsupervised Measure of Word Similarity: How to Outperform Co-occurrence and Vector Cosine in VSMs. CoRR (2016)
Enrico Santus, Emmanuele Chersoni, Alessandro Lenci, Chu-Ren Huang, Philippe Blache
Testing APSyn against Vector Cosine on Similarity Estimation. PACLIC (2016)
Emmanuele Chersoni, Giulia Rambelli, Enrico Santus
CogALex-V Shared Task: ROOT18. CoRR (2016)
Enrico Santus, Alessandro Lenci, Tin-Shing Chiu, Qin Lu, Chu-Ren Huang
Nine Features in a Random Forest to Learn Taxonomical Semantic Relations. LREC (2016)
Enrico Santus, Tin-Shing Chiu, Qin Lu, Alessandro Lenci, Chu-Ren Huang
ROOT13: Spotting Hypernyms, Co-Hyponyms and Randoms. CoRR (2016)
Enrico Santus, Emmanuele Chersoni, Alessandro Lenci, Chu-Ren Huang, Philippe Blache
Testing APSyn against Vector Cosine on Similarity Estimation. CoRR (2016)
Enrico Santus, Anna Gladkova, Stefan Evert, Alessandro Lenci
The CogALex-V Shared Task on the Corpus-Based Identification of Semantic Relations. CogALex@COLING (2016)
Hongchao Liu, Karl David Neergaard, Enrico Santus, Chu-Ren Huang
EVALution-MAN: A Chinese Dataset for the Training and Evaluation of DSMs. LREC (2016)
Emmanuele Chersoni, Giulia Rambelli, Enrico Santus
CogALex-V Shared Task: ROOT18. CogALex@COLING (2016)
Enrico Santus, Alessandro Lenci, Tin-Shing Chiu, Qin Lu, Chu-Ren Huang
What a Nerd! Beating Students and Vector Cosine in the ESL and TOEFL Datasets. LREC (2016)
Vered Shwartz, Enrico Santus, Dominik Schlechtweg
Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection. CoRR (2016)
Piyoros Tungthamthiti, Enrico Santus, Hongzhi Xu, Chu-Ren Huang, Kiyoaki Shirai
Sentiment Analyzer with Rich Features for Ironic and Sarcastic Tweets. PACLIC (2015)
Enrico Santus, Frances Yung, Alessandro Lenci, Chu-Ren Huang
EVALution 1.0: an Evolving Semantic Dataset for Training and Evaluation of Distributional Semantic Models. LDL@IJCNLP (2015)
Hongzhi Xu, Enrico Santus, Anna Laszlo, Chu-Ren Huang
LLT-PolyU: Identifying Sentiment Intensity in Ironic Tweets. SemEval@NAACL-HLT (2015)
Enrico Santus, Qin Lu, Alessandro Lenci, Chu-Ren Huang
Taking Antonymy Mask off in Vector Space. PACLIC (2014)
Enrico Santus, Alessandro Lenci, Qin Lu, Sabine Schulte im Walde
Chasing Hypernyms in Vector Spaces with Entropy. EACL (2014)