Towards a Distributional Model of Semantic Complexity. - Emmanuele Chersoni; Philippe Blache; Alessandro Lenci (CL4LC@COLING 2016, 2016)

CogALex-V Shared Task: ROOT18. - Emmanuele Chersoni; Giulia Rambelli; Enrico Santus (CogALex@COLING, 2016)

Representing Verbs with Rich Contexts: an Evaluation on Verb Similarity. - Emmanuele Chersoni; Enrico Santus; Alessandro Lenci; Philippe Blache; Chu-Ren Huang (EMNLP, 2016)

Testing APSyn against Vector Cosine on Similarity Estimation. - Enrico Santus; Emmanuele Chersoni; Alessandro Lenci; Chu-Ren Huang; Philippe Blache (PACLIC, 2016)

Measuring Thematic Fit with Distributional Feature Overlap. - Enrico Santus; Emmanuele Chersoni; Alessandro Lenci; Philippe Blache (EMNLP, 2017)

Is Structure Necessary for Modeling Argument Expectations in Distributional Semantics? - Emmanuele Chersoni; Enrico Santus; Philippe Blache; Alessandro Lenci (IWCS(1), 2017)

Logical Metonymy in a Distributional Model of Sentence Comprehension. - Emmanuele Chersoni; Alessandro Lenci; Philippe Blache (*SEM, 2017)

A Rank-Based Similarity Metric for Word Embeddings. - Enrico Santus; Hongmin Wang; Emmanuele Chersoni; Yue Zhang 004 (ACL (2), 2018)

BomJi at SemEval-2018 Task 10: Combining Vector-, Pattern- and Graph-based Information to Identify Discriminative Attributes. - Enrico Santus; Chris Biemann; Emmanuele Chersoni (SemEval@NAACL-HLT, 2018)

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)

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)

Using Conceptual Norms for Metaphor Detection. - Mingyu Wan; Kathleen Ahrens; Emmanuele Chersoni; Menghan Jiang; Qi Su 001; Rong Xiang; Chu-Ren Huang (Fig-Lang@ACL, 2020)

Lexical Data Augmentation for Text Classification in Deep Learning. - Rong Xiang; Emmanuele Chersoni; Yunfei Long; Qin Lu 001; Chu-Ren Huang (Canadian AI, 2020)

Comparing Probabilistic, Distributional and Transformer-Based Models on Logical Metonymy Interpretation. - Giulia Rambelli; Emmanuele Chersoni; Alessandro Lenci; Philippe Blache; Chu-Ren Huang (AACL/IJCNLP, 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 (LREC, 2020)

Ciron: a New Benchmark Dataset for Chinese Irony Detection. - Rong Xiang; Xuefeng Gao; Yunfei Long; Anran Li; Emmanuele Chersoni; Qin Lu 001; Chu-Ren Huang (LREC, 2020)

Automatic Learning of Modality Exclusivity Norms with Crosslingual Word Embeddings. - Emmanuele Chersoni; Rong Xiang; Qin Lu 001; Chu-Ren Huang (*SEM@COLING, 2020)

CMCL 2021 Shared Task on Eye-Tracking Prediction. - Nora Hollenstein; Emmanuele Chersoni; Cassandra L. Jacobs; Yohei Oseki; Laurent Prévot 001; Enrico Santus (CMLS, 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 (ACL/IJCNLP (Findings), 2021)

NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations. - Simone Scaboro; Beatrice Portelli; Emmanuele Chersoni; Enrico Santus; Giuseppe Serra 001 (W-NUT, 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 001; Enrico Santus (EACL, 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 (EMNLP (Findings), 2021)

PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP). - Rong Xiang; Jinghang Gu; Emmanuele Chersoni; Wenjie Li 002; Qin Lu 001; Chu-Ren Huang (SemEval@ACL/IJCNLP, 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 (*SEM, 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 (WWW (Companion Volume), 2021)

Decoding Word Embeddings with Brain-Based Semantic Features. - Emmanuele Chersoni; Enrico Santus; Chu-Ren Huang; Alessandro Lenci (Comput. Linguistics, 2021)

Improving Adverse Drug Event Extraction with SpanBERT on Different Text Typologies. - Beatrice Portelli; Daniele Passabì; Edoardo Lenzi; Giuseppe Serra 001; Enrico Santus; Emmanuele Chersoni (CoRR, 2021)

Lexical data augmentation for sentiment analysis. - Rong Xiang; Emmanuele Chersoni; Qin Lu 001; Chu-Ren Huang; Wenjie Li 002; Yunfei Long (J. Assoc. Inf. Sci. Technol., 2021)

Manfred Stede and Jodi Schneider: Argumentation mining. Synthesis lectures on human language technologies, edited by Graeme Hirst. - Emmanuele Chersoni (Lang. Resour. Evaluation, 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)

Lexicon of Changes: Towards the Evaluation of Diachronic Semantic Shift in Chinese. - Jing Chen 048; Emmanuele Chersoni; Chu-Ren Huang (LChange@ACL, 2022)

Exploring Nominal Coercion in Semantic Spaces with Static and Contextualized Word Embeddings. - Chenxin Liu; Emmanuele Chersoni (CogALex@AACL/IJCNLP, 2022)

Compositionality as an Analogical Process: Introducing ANNE. - Giulia Rambelli; Emmanuele Chersoni; Philippe Blache; Alessandro Lenci (CogALex@AACL/IJCNLP, 2022)

AILAB-Udine@SMM4H'22: Limits of Transformers and BERT Ensembles. - Beatrice Portelli; Simone Scaboro; Emmanuele Chersoni; Enrico Santus; Giuseppe Serra 001 (SMM4H@COLING, 2022)

Generalizing over Long Tail Concepts for Medical Term Normalization. - Beatrice Portelli; Simone Scaboro; Enrico Santus; Hooman Sedghamiz; Emmanuele Chersoni; Giuseppe Serra 001 (EMNLP, 2022)

Negation Detection for Robust Adverse Drug Event Extraction From Social Media Texts. - Simone Scaboro; Beatrice Portelli; Emmanuele Chersoni; Enrico Santus; Giuseppe Serra 001 (IRCDL, 2022)

Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations. - Qingyu Chen 001; Alexis Allot; Robert Leaman; Rezarta Islamaj; Jingcheng Du; Li Fang; Wang Kai; Shuo Xu 001; Yuefu Zhang; Parsa Bagherzadeh; Sabine Bergler; Aakash Bhatnagar; et al. (Database J. Biol. Databases Curation, 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 001; Alexis Allot; Robert Leaman; Rezarta Islamaj Dogan; Jingcheng Du; Li Fang; Wang Kai; Shuo Xu 001; Yuefu Zhang; Parsa Bagherzadeh; Sabine Bergler; Aakash Bhatnagar; et al. (CoRR, 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 001 (CoRR, 2022)

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 (ACL (1), 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 (BlackboxNLP@EMNLP, 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 (BlackboxNLP@EMNLP, 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 (MWE@EACL, 2023)

AILABUD at the NTCIR-17 MedNLP-SC Task: Monolingual vs Multilingual Fine-tuning for ADE Classification. - Beatrice Portelli; Alessandro Tremamunno; Simone Scaboro; Emmanuele Chersoni; Giuseppe Serra 001 (NTCIR, 2023)

Existence Justifies Reason: A Data Analysis on Chinese Classifiers Based on Eye Tracking and Transformers. - Yu Wang; Emmanuele Chersoni; Chu-Ren Huang (PACLIC, 2023)

Are Language Models Sensitive to Semantic Attraction? A Study on Surprisal. - Yan Cong; Emmanuele Chersoni; Yu-Yin Hsu; Alessandro Lenci (*SEM@ACL, 2023)

Empirical Sufficiency Lower Bounds for Language Modeling with Locally-Bootstrapped Semantic Structures. - Jakob Prange; Emmanuele Chersoni (*SEM@ACL, 2023)

Comparing and Predicting Eye-tracking Data of Mandarin and Cantonese. - Junlin Li; Bo Peng; Yu-Yin Hsu; Emmanuele Chersoni (VarDial@EACL, 2023)

Extensive evaluation of transformer-based architectures for adverse drug events extraction. - Simone Scaboro; Beatrice Portelli; Emmanuele Chersoni; Enrico Santus; Giuseppe Serra 001 (Knowl. Based Syst., 2023)

ChiWUG: Diachronic Word Usage Graphs for Chinese. - Jing Chen 048; Emmanuele Chersoni; Dominik Schlechtweg; Jelena Prokic; Chu-Ren Huang (Zenodo, 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., 2023)

Can Large Language Models Interpret Noun-Noun Compounds? A Linguistically-Motivated Study on Lexicalized and Novel Compounds. - Giulia Rambelli; Emmanuele Chersoni; Claudia Collacciani; Marianna Bolognesi (ACL (1), 2024)

Comparing Static and Contextual Distributional Semantic Models on Intrinsic Tasks: An Evaluation on Mandarin Chinese Datasets. - A. Pranav; Yan Cong; Emmanuele Chersoni; Yu-Yin Hsu; Alessandro Lenci (LREC/COLING, 2024)

Predicting Mandarin and Cantonese Adult Speakers' Eye-Movement Patterns in Natural Reading. - Junlin Li; Yu-Yin Hsu; Emmanuele Chersoni; Bo Peng (SIGTYPE, 2024)

Investigating Aspect Features in Contextualized Embeddings with Semantic Scales and Distributional Similarity. - Yuxi Li; Emmanuele Chersoni; Yu-Yin Hsu (*SEM@NAACL, 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)

WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines. - Genta Indra Winata; Frederikus Hudi; Patrick Amadeus Irawan; David Anugraha; Rifki Afina Putri; Yutong Wang; Adam Nohejl; Ubaidillah Ariq Prathama; Nedjma Ousidhoum; Afifa Amriani; Anar Rzayev; Anirban Das; et al. (CoRR, 2024)

GenChaR: A Dataset for Stock Chart Captioning. - Le Qiu; Emmanuele Chersoni (CoRR, 2024)

Composing or Not Composing? Towards Distributional Construction Grammars. - Philippe Blache; Emmanuele Chersoni; Giulia Rambelli; Alessandro Lenci (CoRR, 2024)

Supervised Cross-Momentum Contrast: Aligning representations with prototypical examples to enhance financial sentiment analysis. - Bo Peng; Emmanuele Chersoni; Yu-Yin Hsu; Le Qiu; Chu-Ren Huang (Knowl. Based Syst., 2024)

Learning to Look at the Other Side: A Semantic Probing Study of Word Embeddings in LLMs with Enabled Bidirectional Attention. - Zhaoxin Feng; Jianfei Ma; Emmanuele Chersoni; Xiaojing Zhao; Xiaoyi Bao (ACL (1), 2025)

ExpliCa: Evaluating Explicit Causal Reasoning in Large Language Models. - Martina Miliani; Serena Auriemma; Alessandro Bondielli; Emmanuele Chersoni; Lucia C. Passaro; Irene Sucameli; Alessandro Lenci (ACL (Findings), 2025)

WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines. - Genta Indra Winata; Frederikus Hudi; Patrick Amadeus Irawan; David Anugraha; Rifki Afina Putri; Yutong Wang; Adam Nohejl; Ubaidillah Ariq Prathama; Nedjma Ousidhoum; Afifa Amriani; Anar Rzayev; Anirban Das; et al. (NAACL (Long Papers), 2025)

Sparse Brains are Also Adaptive Brains: Cognitive-Load-Aware Dynamic Activation for LLMs. - Yiheng Yang; Yujie Wang; Chi Ma; Lei Yu; Emmanuele Chersoni; Chu-Ren Huang (CoRR, 2025)

Cantonese natural language processing in the transformers era: a survey and current challenges. - Rong Xiang; Emmanuele Chersoni; Yixia Li; Jing Li 049; Chu-Ren Huang; Yushan Pan; Yushi Li (Lang. Resour. Evaluation, 2025)