Emmanuele Chersoni

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 72

Top Topics

Semantic Structures

Top Venues

BlackboxNLP@EMNLP

Publications

Junlin Li, Yu-Yin Hsu, Emmanuele Chersoni, Bo Peng
Predicting Mandarin and Cantonese Adult Speakers' Eye-Movement Patterns in Natural Reading. SIGTYPE (2024)
Giulia Rambelli, Emmanuele Chersoni, Claudia Collacciani, Marianna Bolognesi
Can Large Language Models Interpret Noun-Noun Compounds? A Linguistically-Motivated Study on Lexicalized and Novel Compounds. ACL (1) (2024)
Bo Peng, Emmanuele Chersoni, Yu-Yin Hsu, Le Qiu, Chu-Ren Huang
Supervised Cross-Momentum Contrast: Aligning representations with prototypical examples to enhance financial sentiment analysis. Knowl. Based Syst. 295 (2024)
Carina Kauf, Emmanuele Chersoni, Alessandro Lenci, Evelina Fedorenko, Anna A. Ivanova
Comparing Plausibility Estimates in Base and Instruction-Tuned Large Language Models. CoRR (2024)
A. Pranav, Yan Cong, Emmanuele Chersoni, Yu-Yin Hsu, Alessandro Lenci
Comparing Static and Contextual Distributional Semantic Models on Intrinsic Tasks: An Evaluation on Mandarin Chinese Datasets. LREC/COLING (2024)
Yuxi Li, Emmanuele Chersoni, Yu-Yin Hsu
Investigating Aspect Features in Contextualized Embeddings with Semantic Scales and Distributional Similarity. *SEM@NAACL (2024)
Giulia Rambelli, Emmanuele Chersoni, Marco S. G. Senaldi, Philippe Blache, Alessandro Lenci
Are Frequent Phrases Directly Retrieved like Idioms? An Investigation with Self-Paced Reading and Language Models. MWE@EACL (2023)
Yan Cong, Emmanuele Chersoni, Yu-Yin Hsu, Philippe Blache
Investigating the Effect of Discourse Connectives on Transformer Surprisal: Language Models Understand Connectives, Even So They Are Surprised. BlackboxNLP@EMNLP (2023)
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)
Davide Testa, Emmanuele Chersoni, Alessandro Lenci
We Understand Elliptical Sentences, and Language Models should Too: A New Dataset for Studying Ellipsis and its Interaction with Thematic Fit. ACL (1) (2023)
Yu Wang, Emmanuele Chersoni, Chu-Ren Huang
Existence Justifies Reason: A Data Analysis on Chinese Classifiers Based on Eye Tracking and Transformers. PACLIC (2023)
Jakob Prange, Emmanuele Chersoni
Empirical Sufficiency Lower Bounds for Language Modeling with Locally-Bootstrapped Semantic Structures. CoRR (2023)
Carina Kauf, Anna A. Ivanova, Giulia Rambelli, Emmanuele Chersoni, Jingyuan Selena She, Zawad Chowdhury, Evelina Fedorenko, Alessandro Lenci
Event Knowledge in Large Language Models: The Gap Between the Impossible and the Unlikely. Cogn. Sci. 47 (11) (2023)
Chenxin Liu, Emmanuele Chersoni
On Quick Kisses and How to Make Them Count: A Study on Event Construal in Light Verb Constructions with BERT. BlackboxNLP@EMNLP (2023)
Junlin Li, Bo Peng, Yu-Yin Hsu, Emmanuele Chersoni
Comparing and Predicting Eye-tracking Data of Mandarin and Cantonese. VarDial@EACL (2023)
Yan Cong, Emmanuele Chersoni, Yu-Yin Hsu, Alessandro Lenci
Are Language Models Sensitive to Semantic Attraction? A Study on Surprisal. *SEM@ACL (2023)
Jakob Prange, Emmanuele Chersoni
Empirical Sufficiency Lower Bounds for Language Modeling with Locally-Bootstrapped Semantic Structures. *SEM@ACL (2023)
Jinghang Gu, Emmanuele Chersoni, Xing Wang, Chu-Ren Huang, Longhua Qian, Guodong Zhou
LitCovid ensemble learning for COVID-19 multi-label classification. Database J. Biol. Databases Curation 2022 (2022) (2022)
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)
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
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations. 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)
Carina Kauf, Anna A. Ivanova, Giulia Rambelli, Emmanuele Chersoni, Jingyuan S. She, Zawad Chowdhury, Evelina Fedorenko, Alessandro Lenci
Event knowledge in large language models: the gap between the impossible and the unlikely. CoRR (2022)
Jing Chen, Emmanuele Chersoni, Chu-Ren Huang
Lexicon of Changes: Towards the Evaluation of Diachronic Semantic Shift in Chinese. LChange@ACL (2022)
Chenxin Liu, Emmanuele Chersoni
Exploring Nominal Coercion in Semantic Spaces with Static and Contextualized Word Embeddings. CogALex@AACL/IJCNLP (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)
Giulia Rambelli, Emmanuele Chersoni, Philippe Blache, Alessandro Lenci
Compositionality as an Analogical Process: Introducing ANNE. CogALex@AACL/IJCNLP (2022)
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
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations. Database J. Biol. Databases Curation 2022 (2022) (2022)
Beatrice Portelli, Simone Scaboro, Enrico Santus, Hooman Sedghamiz, Emmanuele Chersoni, Giuseppe Serra
Generalizing over Long Tail Concepts for Medical Term Normalization. EMNLP (2022)
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)
Rong Xiang, Emmanuele Chersoni, Qin Lu, Chu-Ren Huang, Wenjie Li, Yunfei Long
Lexical data augmentation for sentiment analysis. J. Assoc. Inf. Sci. Technol. 72 (11) (2021)
Emmanuele Chersoni
Manfred Stede and Jodi Schneider: Argumentation mining. Synthesis lectures on human language technologies, edited by Graeme Hirst. Lang. Resour. Evaluation 55 (3) (2021)
Emmanuele Chersoni, Chu-Ren Huang
PolyU-CBS at the FinSim-2 Task: Combining Distributional, String-Based and Transformers-Based Features for Hypernymy Detection in the Financial Domain. WWW (Companion Volume) (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)
Won-Ik Cho, Emmanuele Chersoni, Yu-Yin Hsu, Chu-Ren Huang
Modeling the Influence of Verb Aspect on the Activation of Typical Event Locations with BERT. ACL/IJCNLP (Findings) (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)
Rong Xiang, Jinghang Gu, Emmanuele Chersoni, Wenjie Li, Qin Lu, Chu-Ren Huang
PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP). SemEval@ACL/IJCNLP (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)
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)
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)
Emmanuele Chersoni, Rong Xiang, Qin Lu, Chu-Ren Huang
Automatic Learning of Modality Exclusivity Norms with Crosslingual Word Embeddings. *SEM@COLING (2020)
Giulia Rambelli, Emmanuele Chersoni, Alessandro Lenci, Philippe Blache, Chu-Ren Huang
Comparing Probabilistic, Distributional and Transformer-Based Models on Logical Metonymy Interpretation. AACL/IJCNLP (2020)
Mingyu Wan, Kathleen Ahrens, Emmanuele Chersoni, Menghan Jiang, Qi Su, Rong Xiang, Chu-Ren Huang
Using Conceptual Norms for Metaphor Detection. Fig-Lang@ACL (2020)
Rong Xiang, Emmanuele Chersoni, Yunfei Long, Qin Lu, Chu-Ren Huang
Lexical Data Augmentation for Text Classification in Deep Learning. Canadian Conference on AI (2020)
Rong Xiang, Xuefeng Gao, Yunfei Long, Anran Li, Emmanuele Chersoni, Qin Lu, Chu-Ren Huang
Ciron: a New Benchmark Dataset for Chinese Irony Detection. LREC (2020)
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)
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)
Emmanuele Chersoni, Enrico Santus, Philippe Blache, Alessandro Lenci
Is Structure Necessary for Modeling Argument Expectations in Distributional Semantics? IWCS(1) (2017)
Emmanuele Chersoni, Alessandro Lenci, Philippe Blache
Logical Metonymy in a Distributional Model of Sentence Comprehension. *SEM (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)
Emmanuele Chersoni, Philippe Blache, Alessandro Lenci
Towards a Distributional Model of Semantic Complexity. CL4LC@COLING 2016 (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, 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, Emmanuele Chersoni, Alessandro Lenci, Chu-Ren Huang, Philippe Blache
Testing APSyn against Vector Cosine on Similarity Estimation. CoRR (2016)
Emmanuele Chersoni, Giulia Rambelli, Enrico Santus
CogALex-V Shared Task: ROOT18. CogALex@COLING (2016)