Giuseppe Carenini

BeDiscovER: The Benchmark of Discourse Understanding in the Era of Reasoning Language Models EACL 2026 MIMIC: Multi-party Dialogue Augmentation via Speaker Stylistic Transfer EACL 2026 Hierarchical Attention Adapter for Abstractive Dialogue Summarization EMNLP 2025 Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization EMNLP 2025 Multi2: Multi-Agent Test-Time Scalable Framework for Multi-Document Processing EMNLP 2025 Discourse Relation Recognition with Language Models Under Different Data Availability EMNLP 2025 Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer’s Disease Detection ACL 2025 Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models ACL 2025 Evaluating LLM Reasoning in the Operations Research Domain with ORQA AAAI 2025 FM2DS: Few-Shot Multimodal Multihop Data Synthesis with Knowledge Distillation for Question Answering EMNLP 2025 On Large Foundation Models and Alzheimer’s Disease Detection NAACL 2025 ChartGaze: Enhancing Chart Understanding in LVLMs with Eye-Tracking Guided Attention Refinement EMNLP 2025 CEMTM: Contextual Embedding-based Multimodal Topic Modeling EMNLP 2025 DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning COLING 2025 Neural Multimodal Topic Modeling: A Comprehensive Evaluation COLING 2024 BCAmirs at SemEval-2024 Task 4: Beyond Words: A Multimodal and Multilingual Exploration of Persuasion in Memes NAACL 2024 Personalized Abstractive Summarization by Tri-agent Generation Pipeline EACL 2024 Discourse Relation Prediction and Discourse Parsing in Dialogues with Minimal Supervision EACL 2024 BCAmirs at SemEval-2024 Task 4: Beyond Words: A Multimodal and Multilingual Exploration of Persuasion in Memes SEMEVAL 2024 Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues EACL 2023 Tracing Influence at Scale: A Contrastive Learning Approach to Linking Public Comments and Regulator Responses EMNLP 2023 Diversity-Aware Coherence Loss for Improving Neural Topic Models ACL 2023 Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency ACL 2023 Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models EMNLP 2023 Improving Topic Segmentation by Injecting Discourse Dependencies COLING 2022 PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization ACL 2022 Predicting Above-Sentence Discourse Structure Using Distant Supervision from Topic Segmentation AAAI 2022 Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models NAACL 2022 Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation EMNLP 2022 W-RST: Towards a Weighted RST-style Discourse Framework ACL 2021 Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning ACL 2021 T3-Vis: visual analytic for Training and fine-Tuning Transformers in NLP EMNLP 2021 Predicting Discourse Trees from Transformer-based Neural Summarizers NAACL 2021 KW-ATTN: Knowledge Infused Attention for Accurate and Interpretable Text Classification NAACL 2021 Unsupervised Learning of Discourse Structures using a Tree Autoencoder AAAI 2021 Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning IJCNLP 2021 W-RST: Towards a Weighted RST-style Discourse Framework IJCNLP 2021 Unleashing the Power of Neural Discourse Parsers - A Context and Structure Aware Approach Using Large Scale Pretraining COLING 2020 From Sentiment Annotations to Sentiment Prediction through Discourse Augmentation COLING 2020 Non-Invasive Classification of Alzheimer’s Disease Using Eye Tracking and Language MLHC 2020 MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment Supervision EMNLP 2020 Towards Domain-Independent Text Structuring Trainable on Large Discourse Treebanks EMNLP 2020 Do We Really Need That Many Parameters In Transformer For Extractive Summarization? Discourse Can Help ! EMNLP 2020 Coreference for Discourse Parsing: A Neural Approach EMNLP 2020 Exploratory Analysis of COVID-19 Related Tweets in North America to Inform Public Health Institutes EMNLP 2020 Neural RST-based Evaluation of Discourse Coherence AACL 2020 Improving Context Modeling in Neural Topic Segmentation AACL 2020 Systematically Exploring Redundancy Reduction in Summarizing Long Documents AACL 2020 Evaluating Topic Quality with Posterior Variability EMNLP 2019 Predicting Discourse Structure using Distant Supervision from Sentiment IJCNLP 2019 Evaluating Topic Quality with Posterior Variability IJCNLP 2019 Extractive Summarization of Long Documents by Combining Global and Local Context EMNLP 2019 Predicting Discourse Structure using Distant Supervision from Sentiment EMNLP 2019 Comparing the Intrinsic Performance of Clinical Concept Embeddings by Their Field of Medicine EMNLP 2019 Proceedings of the 2nd Workshop on New Frontiers in Summarization EMNLP 2019 Discourse Analysis and Its Applications ACL 2019 Extractive Summarization of Long Documents by Combining Global and Local Context IJCNLP 2019 A Neural Model for Predicting Dementia from Language MLHC 2019 NLP for Conversations: Sentiment, Summarization, and Group Dynamics COLING 2018 Chat Disentanglement: Identifying Semantic Reply Relationships with Random Forests and Recurrent Neural Networks IJCNLP 2017 Predicting Confusion in Information Visualization from Eye Tracking and Interaction Data IJCAI 2016 Training Data Enrichment for Infrequent Discourse Relations COLING 2016 An Interactive System for Exploring Community Question Answering Forums COLING 2016 Abstractive Summarization of Spoken and Written Conversations Based on Phrasal Queries ACL 2014 Detecting Disagreement in Conversations using Pseudo-Monologic Rhetorical Structure EMNLP 2014 Abstractive Summarization of Product Reviews Using Discourse Structure EMNLP 2014 Towards Topic Labeling with Phrase Entailment and Aggregation NAACL 2013 Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse Analysis ACL 2013 A Novel Discriminative Framework for Sentence-Level Discourse Analysis EMNLP 2012 A Novel Discriminative Framework for Sentence-Level Discourse Analysis CONLL 2012 Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails EMNLP 2010 Interpretation and Transformation for Abstracting Conversations NAACL 2010 Predicting Subjectivity in Multimodal Conversations EMNLP 2009 Summarizing Spoken and Written Conversations EMNLP 2008 Summarizing Emails with Conversational Cohesion and Subjectivity ACL 2008 Multi-Document Summarization of Evaluative Text EACL 2006 An Empirical Study of the Influence of Argument Conciseness on Argument Effectiveness ACL 2000