NLPExplorer

Giuseppe Carenini

Number of Papers:- 75

Number of Citations:- 282

First ACL Paper:- 1998

Latest ACL Paper:- 2024

Venues:-

NAACL

BioNLP

SIGDIAL

CoNLL

CRAC

COLING

EMNLP

CVIR

Findings

NLP-COVID19

SemEval

DeeLIO

DT4TP

newsum

NLLP

ACL

CODI

EACL

IJCNLP

AACL

INLG

Co-Authors:-

Adam Pauls

Alberto Barron Cedeno

Alesia Gainer

Alessandro Moschitti

Ali Orkan Bayer

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Raimundo Moura

Rogerio Figueredo Sousa

Changbeom Lee

Malgorzata Budzikowska

Prasad Perera

BCAmirs at SemEval-2024 Task 4: Beyond Words: A Multimodal and Multilingual Exploration of Persuasion in Memes SemEval

Amirhossein Abaskohi | Amirhossein Dabiriaghdam | Lele Wang | Giuseppe Carenini |

Discourse Relation Prediction and Discourse Parsing in Dialogues with Minimal Supervision CODI WS

Chuyuan Li | Chloé Braud | Maxime Amblard | Giuseppe Carenini |

Personalized Abstractive Summarization by Tri-agent Generation Pipeline F i n d i n g s - E A C L

Wen Xiao | Yujia Xie | Giuseppe Carenini | Pengcheng He |

Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues F i n d i n g s - E A C L

Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models F i n d i n g s - E M N L P

Raymond Li | Gabriel Murray | Giuseppe Carenini |

Tracing Influence at Scale: A Contrastive Learning Approach to Linking Public Comments and Regulator Responses NLLP WS

Linzi Xing | Brad Hackinen | Giuseppe Carenini |

Diversity-Aware Coherence Loss for Improving Neural Topic Models ACL

PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization ACL

Wen Xiao | Iz Beltagy | Giuseppe Carenini | Arman Cohan |

Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models NAACL

Patrick Huber | Giuseppe Carenini |

Improving Topic Segmentation by Injecting Discourse Dependencies CODI COLING CRAC WS

Linzi Xing | Patrick Huber | Giuseppe Carenini |

Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation EMNLP

Predicting Discourse Trees from Transformer-based Neural Summarizers NAACL

Wen Xiao | Patrick Huber | Giuseppe Carenini |

KW-ATTN: Knowledge Infused Attention for Accurate and Interpretable Text Classification DeeLIO NAACL

T3-Vis: visual analytic for Training and fine-Tuning Transformers in NLP EMNLP

Proceedings of the Third Workshop on New Frontiers in Summarization EMNLP newsum

W-RST: Towards a Weighted RST-style Discourse Framework ACL IJCNLP

Patrick Huber | Wen Xiao | Giuseppe Carenini |

Improving Unsupervised Dialogue Topic Segmentation with Utterance-Pair Coherence Scoring SIGDIAL

Linzi Xing | Giuseppe Carenini |

Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning ACL IJCNLP

Linzi Xing | Wen Xiao | Giuseppe Carenini |

Improving Context Modeling in Neural Topic Segmentation AACL

Linzi Xing | Brad Hackinen | Giuseppe Carenini | Francesco Trebbi |

Systematically Exploring Redundancy Reduction in Summarizing Long Documents AACL

Wen Xiao | Giuseppe Carenini |

Neural RST-based Evaluation of Discourse Coherence AACL

Grigorii Guz | Peyman Bateni | Darius Muglich | Giuseppe Carenini |

Unleashing the Power of Neural Discourse Parsers - A Context and Structure Aware Approach Using Large Scale Pretraining COLING

Grigorii Guz | Patrick Huber | Giuseppe Carenini |

From Sentiment Annotations to Sentiment Prediction through Discourse Augmentation COLING

Patrick Huber | Giuseppe Carenini |

Towards Domain-Independent Text Structuring Trainable on Large Discourse Treebanks EMNLP Findings

Grigorii Guz | Giuseppe Carenini |

Do We Really Need That Many Parameters In Transformer For Extractive Summarization? Discourse Can Help ! CODI EMNLP

Wen Xiao | Patrick Huber | Giuseppe Carenini |

Exploratory Analysis of COVID-19 Related Tweets in North America to Inform Public Health Institutes EMNLP NLP-COVID19

Hyeju Jang | Emily Rempel | Giuseppe Carenini | Naveed Janjua |

MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment Supervision EMNLP

Patrick Huber | Giuseppe Carenini |

Coreference for Discourse Parsing: A Neural Approach CODI EMNLP

Grigorii Guz | Giuseppe Carenini |

Towards Domain-Independent Text Structuring Trainable on Large Discourse Treebanks DT4TP

Grigorii Guz | Giuseppe Carenini |

Predicting Discourse Structure using Distant Supervision from Sentiment EMNLP

Patrick Huber | Giuseppe Carenini |

Extractive Summarization of Long Documents by Combining Global and Local Context EMNLP

Wen Xiao | Giuseppe Carenini |

Evaluating Topic Quality with Posterior Variability EMNLP

Linzi Xing | Michael J. Paul | Giuseppe Carenini |

Proceedings of the 2nd Workshop on New Frontiers in Summarization EMNLP WS

Lu Wang | Jackie Chi Kit Cheung | Giuseppe Carenini | Fei Liu |

Comparing the Intrinsic Performance of Clinical Concept Embeddings by Their Field of Medicine EMNLP WS

John-Jose Nunez | Giuseppe Carenini |

Discourse Analysis and Its Applications ACL

Shafiq Joty | Giuseppe Carenini | Raymond Ng | Gabriel Murray |

NLP for Conversations: Sentiment, Summarization, and Group Dynamics COLING

Gabriel Murray | Giuseppe Carenini | Shafiq Joty |

Chat Disentanglement: Identifying Semantic Reply Relationships with Random Forests and Recurrent Neural Networks IJCNLP

Shikib Mehri | Giuseppe Carenini |

Detecting Dementia through Retrospective Analysis of Routine Blog Posts by Bloggers with Dementia BioNLP WS

Vaden Masrani | Gabriel Murray | Thalia Field | Giuseppe Carenini |

Proceedings of the Workshop on New Frontiers in Summarization WS

Lu Wang | Jackie Chi Kit Cheung | Giuseppe Carenini | Fei Liu |

Multimedia Summary Generation from Online Conversations: Current Approaches and Future Directions WS

Enamul Hoque | Giuseppe Carenini |

Automatic Community Creation for Abstractive Spoken Conversations Summarization WS

Generating and Evaluating Summaries for Partial Email Threads: Conversational Bayesian Surprise and Silver Standards SIGDIAL WS

Jordon Johnson | Vaden Masrani | Giuseppe Carenini | Raymond Ng |

Exploring Joint Neural Model for Sentence Level Discourse Parsing and Sentiment Analysis SIGDIAL WS

Bita Nejat | Giuseppe Carenini | Raymond Ng |

Training Data Enrichment for Infrequent Discourse Relations COLING

Kailang Jiang | Giuseppe Carenini | Raymond Ng |

An Interactive System for Exploring Community Question Answering Forums COLING

Proceedings of the 17th Annual Meeting of the Special Interest Group on Discourse and Dialogue SIGDIAL WS

CODRA: A Novel Discriminative Framework for Rhetorical Analysis CL

Shafiq Joty | Giuseppe Carenini | Raymond T. Ng |

Detecting Disagreement in Conversations using Pseudo-Monologic Rhetorical Structure EMNLP

Kelsey Allen | Giuseppe Carenini | Raymond Ng |

Abstractive Summarization of Product Reviews Using Discourse Structure EMNLP

Abstractive Summarization of Spoken and Written Conversations Based on Phrasal Queries ACL

Yashar Mehdad | Giuseppe Carenini | Raymond T. Ng |

Interactive Exploration of Asynchronous Conversations: Applying a User-centered Approach to Design a Visual Text Analytic System WS

Enamul Hoque | Giuseppe Carenini | Shafiq Joty |

Extractive Summarization and Dialogue Act Modeling on Email Threads: An Integrated Probabilistic Approach SIGDIAL WS

Tatsuro Oya | Giuseppe Carenini |

A Template-based Abstractive Meeting Summarization: Leveraging Summary and Source Text Relationships INLG WS

Tatsuro Oya | Yashar Mehdad | Giuseppe Carenini | Raymond Ng |

Towards Topic Labeling with Phrase Entailment and Aggregation NAACL

Yashar Mehdad | Giuseppe Carenini | Raymond T. Ng | Shafiq Joty |

Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse Analysis ACL

Shafiq Joty | Giuseppe Carenini | Raymond Ng | Yashar Mehdad |

Abstractive Meeting Summarization with Entailment and Fusion WS

Yashar Mehdad | Giuseppe Carenini | Frank Tompa | Raymond T. NG |

Dialogue Act Recognition in Synchronous and Asynchronous Conversations SIGDIAL WS

A Novel Discriminative Framework for Sentence-Level Discourse Analysis CoNLL EMNLP

Shafiq Joty | Giuseppe Carenini | Raymond Ng |

Using the Omega Index for Evaluating Abstractive Community Detection WS

Gabriel Murray | Giuseppe Carenini | Raymond Ng |

Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails EMNLP

Shafiq Joty | Giuseppe Carenini | Gabriel Murray | Raymond T. Ng |

Interpretation and Transformation for Abstracting Conversations NAACL

Gabriel Murray | Giuseppe Carenini | Raymond Ng |

Domain Adaptation to Summarize Human Conversations WS

Oana Sandu | Giuseppe Carenini | Gabriel Murray | Raymond Ng |

Generating and Validating Abstracts of Meeting Conversations: a User Study INLG WS

Gabriel Murray | Giuseppe Carenini | Raymond Ng |

Predicting Subjectivity in Multimodal Conversations EMNLP

Gabriel Murray | Giuseppe Carenini |

Optimization-based Content Selection for Opinion Summarization WS

Jackie Chi Kit Cheung | Giuseppe Carenini | Raymond T. Ng |

Summarizing Spoken and Written Conversations EMNLP

Gabriel Murray | Giuseppe Carenini |

Summarizing Emails with Conversational Cohesion and Subjectivity ACL

Giuseppe Carenini | Raymond T. Ng | Xiaodong Zhou |

Extractive vs. NLG-based Abstractive Summarization of Evaluative Text: The Effect of Corpus Controversiality INLG WS

Giuseppe Carenini | Jackie C. K. Cheung |

Multi-Document Summarization of Evaluative Text EACL

Giuseppe Carenini | Raymond Ng | Adam Pauls |

An Empirical Study of the Influence of Argument Conciseness on Argument Effectiveness ACL

Giuseppe Carenini | Johanna D. Moore |

A Task-based Framework to Evaluate Evaluative Arguments INLG WS

Giuseppe Carenini |

A strategy for generating evaluative arguments INLG WS

Giuseppe Carenini | Johanna Moore |

Describing Complex Charts in Natural Language: A Caption Generation System CL

Vibhu O. Mittal | Johanna D. Moore | Giuseppe Carenini | Steven Roth |

A Media-Independent Content Language for Integrated Text and Graphics Generation CVIR WS

A PRINCIPLED REPRESENTATION OF ATTRIBUTIVE DESCRIPTIONS FOR GENERATING INTEGRATED TEXT AND INFORMATION GRAPHICS PRESENTATIONS WS

Nancy Green | Giuseppe Carenini | Johanna Moore |