Emmanuele Chersoni

According to our database, Emmanuele Chersoni authored at least 51 papers between 2016 and 2024.

Collaborative distances:

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

2024

Comparing Plausibility Estimates in Base and Instruction-Tuned Large Language Models.

Carina Kauf, Emmanuele Chersoni, Alessandro Lenci, Evelina Fedorenko, Anna A. Ivanova

CoRR, 2024

2023

Event Knowledge in Large Language Models: The Gap Between the Impossible and the Unlikely.

Carina Kauf, Anna A. Ivanova, Giulia Rambelli, Emmanuele Chersoni, Jingyuan Selena She, Zawad Chowdhury, Evelina Fedorenko, Alessandro Lenci

Cogn. Sci., November, 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

Comparing and Predicting Eye-tracking Data of Mandarin and Cantonese.

Junlin Li, Bo Peng, Yu-Yin Hsu, Emmanuele Chersoni

Proceedings of the Tenth Workshop on NLP for Similar Languages, Varieties and Dialects, 2023

Empirical Sufficiency Lower Bounds for Language Modeling with Locally-Bootstrapped Semantic Structures.

Jakob Prange, Emmanuele Chersoni

Proceedings of the The 12th Joint Conference on Lexical and Computational Semantics, 2023

Are Language Models Sensitive to Semantic Attraction? A Study on Surprisal.

Yan Cong, Emmanuele Chersoni, Yu-Yin Hsu, Alessandro Lenci

Proceedings of the The 12th Joint Conference on Lexical and Computational Semantics, 2023

Existence Justifies Reason: A Data Analysis on Chinese Classifiers Based on Eye Tracking and Transformers.

Yu Wang, Emmanuele Chersoni, Chu-Ren Huang

Proceedings of the 37th Pacific Asia Conference on Language, 2023

Are Frequent Phrases Directly Retrieved like Idioms? An Investigation with Self-Paced Reading and Language Models.

Giulia Rambelli, Emmanuele Chersoni, Marco S. G. Senaldi, Philippe Blache, Alessandro Lenci

Proceedings of the 19th Workshop on Multiword Expressions, 2023

On Quick Kisses and How to Make Them Count: A Study on Event Construal in Light Verb Constructions with BERT.

Chenxin Liu, Emmanuele Chersoni

Proceedings of the 6th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP, 2023

Investigating the Effect of Discourse Connectives on Transformer Surprisal: Language Models Understand Connectives, Even So They Are Surprised.

Yan Cong, Emmanuele Chersoni, Yu-Yin Hsu, Philippe Blache

Proceedings of the 6th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP, 2023

We Understand Elliptical Sentences, and Language Models should Too: A New Dataset for Studying Ellipsis and its Interaction with Thematic Fit.

Davide Testa, Emmanuele Chersoni, Alessandro Lenci

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 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

Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations.

Qingyu Chen, Alexis Allot, Robert Leaman, Rezarta Islamaj Dogan, Jingcheng Du, Li Fang, Wang Kai, Shuo Xu, Yuefu Zhang, Parsa Bagherzadeh, Sabine Bergler, Aakash Bhatnagar, Nidhir Bhavsar, Yung-Chun Chang, Sheng-Jie Lin, Wentai Tang, Hongtong Zhang, Ilija Tavchioski, Shubo Tian, Jinfeng Zhang, Yulia Otmakhova, Antonio Jimeno-Yepes, Hang Dong, Honghan Wu, Richard Dufour, Yanis Labrak, Niladri Chatterjee, Kushagri Tandon, Fréjus A. A. Laleye, Loïc Rakotoson, Emmanuele Chersoni, Jinghang Gu, Annemarie Friedrich, Subhash Chandra Pujari, Mariia Chizhikova, Naveen Sivadasan, Zhiyong Lu

CoRR, 2022

LitCovid ensemble learning for COVID-19 multi-label classification.

Jinghang Gu, Emmanuele Chersoni, Xing Wang, Chu-Ren Huang, Longhua Qian, Guodong Zhou

Database J. Biol. Databases Curation, 2022

Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations.

Qingyu Chen, Alexis Allot, Robert Leaman, Rezarta Islamaj, Jingcheng Du, Li Fang, Wang Kai, Shuo Xu, Yuefu Zhang, Parsa Bagherzadeh, Sabine Bergler, Aakash Bhatnagar, Nidhir Bhavsar, Yung-Chun Chang, Sheng-Jie Lin, Wentai Tang, Hongtong Zhang, Ilija Tavchioski, Senja Pollak, Shubo Tian, Jinfeng Zhang, Yulia Otmakhova, Antonio Jimeno-Yepes, Hang Dong, Honghan Wu, Richard Dufour, Yanis Labrak, Niladri Chatterjee, Kushagri Tandon, Fréjus A. A. Laleye, Loïc Rakotoson, Emmanuele Chersoni, Jinghang Gu, Annemarie Friedrich, Subhash Chandra Pujari, Mariia Chizhikova, Naveen Sivadasan, Saipradeep Vg, Zhiyong Lu

Database J. Biol. Databases Curation, 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

Compositionality as an Analogical Process: Introducing ANNE.

Giulia Rambelli, Emmanuele Chersoni, Philippe Blache, Alessandro Lenci

Proceedings of the Workshop on Cognitive Aspects of the Lexicon, 2022

Exploring Nominal Coercion in Semantic Spaces with Static and Contextualized Word Embeddings.

Chenxin Liu, Emmanuele Chersoni

Proceedings of the Workshop on Cognitive Aspects of the Lexicon, 2022

Lexicon of Changes: Towards the Evaluation of Diachronic Semantic Shift in Chinese.

Jing Chen, Emmanuele Chersoni, Chu-Ren Huang

Proceedings of the 3rd Workshop on Computational Approaches to Historical Language Change, 2022

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

Manfred Stede and Jodi Schneider: Argumentation mining. Synthesis lectures on human language technologies, edited by Graeme Hirst.

Emmanuele Chersoni

Lang. Resour. Evaluation, 2021

Lexical data augmentation for sentiment analysis.

Rong Xiang, Emmanuele Chersoni, Qin Lu, Chu-Ren Huang, Wenjie Li, Yunfei Long

J. Assoc. Inf. Sci. Technol., 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

PolyU-CBS at the FinSim-2 Task: Combining Distributional, String-Based and Transformers-Based Features for Hypernymy Detection in the Financial Domain.

Emmanuele Chersoni, Chu-Ren Huang

Proceedings of the Companion of The Web Conference 2021, 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

PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP).

Rong Xiang, Jinghang Gu, Emmanuele Chersoni, Wenjie Li, Qin Lu, Chu-Ren Huang

Proceedings of the 15th International Workshop on Semantic Evaluation, 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

Modeling the Influence of Verb Aspect on the Activation of Typical Event Locations with BERT.

Won-Ik Cho, Emmanuele Chersoni, Yu-Yin Hsu, Chu-Ren Huang

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 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

Automatic Learning of Modality Exclusivity Norms with Crosslingual Word Embeddings.

Emmanuele Chersoni, Rong Xiang, Qin Lu, Chu-Ren Huang

Proceedings of the Ninth Joint Conference on Lexical and Computational Semantics, 2020

Ciron: a New Benchmark Dataset for Chinese Irony Detection.

Rong Xiang, Xuefeng Gao, Yunfei Long, Anran Li, Emmanuele Chersoni, Qin Lu, Chu-Ren Huang

Proceedings of The 12th Language Resources and Evaluation Conference, 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

Comparing Probabilistic, Distributional and Transformer-Based Models on Logical Metonymy Interpretation.

Giulia Rambelli, Emmanuele Chersoni, Alessandro Lenci, Philippe Blache, Chu-Ren Huang

Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

Lexical Data Augmentation for Text Classification in Deep Learning.

Rong Xiang, Emmanuele Chersoni, Yunfei Long, Qin Lu, Chu-Ren Huang

Proceedings of the Advances in Artificial Intelligence, 2020

Using Conceptual Norms for Metaphor Detection.

Mingyu Wan, Kathleen Ahrens, Emmanuele Chersoni, Menghan Jiang, Qi Su, Rong Xiang, Chu-Ren Huang

Proceedings of the Second Workshop on Figurative Language Processing, 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

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

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

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

Logical Metonymy in a Distributional Model of Sentence Comprehension.

Emmanuele Chersoni, Alessandro Lenci, Philippe Blache

Proceedings of the 6th Joint Conference on Lexical and Computational Semantics, 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

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

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

CogALex-V Shared Task: ROOT18.

Emmanuele Chersoni, Giulia Rambelli, Enrico Santus

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

Towards a Distributional Model of Semantic Complexity.

Emmanuele Chersoni, Philippe Blache, Alessandro Lenci

Proceedings of the Workshop on Computational Linguistics for Linguistic Complexity, 2016