Giuseppe Carenini

77 papers · 2000–2026 · 12 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (12) 🌈 Renaissance Researcher (9) 🐝 Cross-Pollinator (13) 🏃 Academic Marathon (25) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (27) 🤝 Dynamic Duo (16) 🔬 Deep Specialist (13) 🏆 Keyword Champion (12) 🔥 Unstoppable (10) ⚡ Prolific Year (5) ❓ The Questioner 🗃️ Keyword Collector (259) 📈 Trend Setter 💎 Century Club (75) 🚀 Conference Pioneer

Conferences

EMNLP (27) ACL (12) COLING (8) NAACL (7) EACL (6) IJCNLP (6) AAAI (3) AACL (3) MLHC (2) CONLL (1) IJCAI (1) SEMEVAL (1)

Top co-authors

Wen Xiao (16) Patrick Huber (14) Chuyuan Li (11) Gabriel Murray (11) Shafiq Joty (11) Raymond Li (10) Linzi Xing (10) Raymond Ng (9) Raymond T. Ng (5) Amirhossein Abaskohi (5)

Keywords

discourse parsing (12) large language model (7) discourse structure (5) rhetorical structure theory (4) discourse analysis (4) multimodal learning (4) topic segmentation (4) text classification (4) extractive summarization (4) pre-trained language model (4) distant supervision (4) neural network (4) abstractive summarization (4) long document (3) hierarchical attention (3) multi-document summarization (3) in-context learning (3) question answering (3) bayesian inference (3) text generation (2)

Papers

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