Our Group Publications

(In reverse chronological order)


2023
  • Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency
    Xiao, Wen and Carenini, Giuseppe
    Proceedings of the 4th Workshop on Computational Approaches to Discourse (CODI 2023)
    paper
  • Diversity-Aware Coherence Loss for Improving Neural Topic Models
    Li, Raymond and Gonzalez-Pizarro, Felipe and Xing, Linzi and Murray, Gabriel and Carenini, Giuseppe
    Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
    paper code
  • Tracing Influence at Scale: A Contrastive Learning Approach to Linking Public Comments and Regulator Responses
    Xing, Linzi and Hackinen, Brad and Carenini, Giuseppe
    Proceedings of the Natural Legal Language Processing Workshop 2023 (NLLP 2023)
    paper code
  • MemeCap: A Dataset for Captioning and Interpreting Memes
    Hwang, EunJeong and Shwartz, Vered
    Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP)
    paper code
  • Aligning Language Models to User Opinions
    Hwang, EunJeong and Majumder, Bodhisattwa and Tandon, Niket
    Findings of the Association for Computational Linguistics: EMNLP 2023
    paper code
  • Knowledge Graph Compression Enhances Diverse Commonsense Generation
    Hwang, EunJeong and Thost, Veronika and Shwartz, Vered and Ma, Tengfei
    Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP)
    paper code
  • Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues
    Li, Chuyuan and Huber, Patrick and Xiao, Wen and Amblard, Maxime and Braud, Chloé and Carenini, Giuseppe
    Findings of the Association for Computational Linguistics: EACL 2023
    paper code
2022
  • An Analysis of Virtual Nodes in Graph Neural Networks for Link Prediction
    Hwang, EunJeong and Thost, Veronika and Dasgupta, Shib Sankar and Ma, Tengfei
    The First Learning on Graphs Conference 2022
    paper code video
  • Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation
    Li, Raymond and Xiao, Wen and Xing, Linzi and Wang, Lanjun and Murray, Gabriel and Carenini, Giuseppe
    Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP)
    paper code
  • OSLAT: Open Set Label Attention Transformer for Medical Entity Retrieval and Span Extraction
    Li, Raymond and Valmianski, Ilya and Deng, Li and Amatriain, Xavier and Kannan, Anitha
    Proceedings of the 2nd Machine Learning for Health symposium (ML4H)
    paper code
  • Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models
    Huber, Patrick and Carenini, Giuseppe
    Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)
    paper video
  • CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training
    Huber, Patrick and Aghajanyan, Armen and Oguz, Barlas and Okhonko, Dmytro and Yih, Wen-tau and Gupta, Sonal and Chen, Xilun
    Findings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)
    paper code
  • Automatic Detection of Entity-Manipulated Text Using Factual Knowledge
    Jawahar, Ganesh and Abdul-Mageed, Muhammad and Lakshmanan, Laks V.S.
    Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL)
    paper
  • AraT5: Text-to-Text Transformers for Arabic Language Generation
    Nagoudi, El Moatez Billah and Elmadany, AbdelRahim and Abdul-Mageed, Muhammad
    Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL)
    paper
  • Dim Wihl Gat Tun: The case for linguistic expertise in NLP for under-documented languages
    Forbes, Clarissa and Samir, Farhan and Oliver, Bruce and Yang, Changbing and Coates, Edith and Nicolai, Garrett and Silfverberg, Miikka
    Findings of ACL
    code
  • Towards Afrocentric NLP for African Languages: Where We Are and Where We Can Go
    Adebara, Ife and Abdul-Mageed, Muhammad
    Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL)
    paper
  • Good Night at 4 pm?! Time Expressions in Different Cultures
    Shwartz, Vered
    Findings of ACL
    paper code
  • It’s not Rocket Science: Interpreting Figurative Language in Narratives
    Tuhin Chakrabarty, Yejin Choi, Vered Shwartz
    Transactions of the Association for Computational Linguistics (TACL)
    paper code
  • Primer: Pyramid-based masked sentence pre-training for multi-document summarization
    Xiao, Wen and Beltagy, Iz and Carenini, Giuseppe and Cohan, Arman
    Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL)
    paper
  • Predicting Above-Sentence Discourse Structure using Distant Supervision from Topic Segmentation
    Huber, Patrick and Xing, Linzi and Carenini, Giuseppe
    Proceedings of the 36th Conference on Artificial Intelligence (AAAI)
    paper
2021
  • Estimating Patient Preferences for Drug Therapies from Online Text Using Aspect-Based Sentiment Analysis
    Dragojlovic, Nick and Johnson, David and Kopac, Nicola and Chen, Yifu and Lenzen, Marilyn and Le Huray, Sarah and Borle, Kennedy and Pollard, Samantha and George, Amy and Regier, Dean A and others
    42nd Annual Meeting of the Society for Medical Decision Making
    paper
  • An Improved Attention for Visual Question Answering
    Rahman, Tanzila and Chou, Shih-Han and Sigal, Leonid and Carenini, Giuseppe
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
    paper
  • Unsupervised Learning of Discourse Structures using a Tree Autoencoder
    Huber, Patrick and Carenini, Giuseppe
    Proceedings of the 35th Conference on Artificial Intelligence (AAAI)
    paper
  • Exploring neural models for predicting dementia from language
    Kong, Weirui and Jang, Hyeju and Carenini, Giuseppe and Field, Thalia S
    Computer Speech & Language
    paper
  • Tracking COVID-19 discourse on twitter in North America: Infodemiology study using topic modeling and aspect-based sentiment analysis
    Jang, Hyeju and Rempel, Emily and Roth, David and Carenini, Giuseppe and Janjua, Naveed Zafar
    Journal of medical Internet research
    paper
  • Abstract P63: Post-Stroke Cognitive Complaints and Normal MoCA Scores: A Possible Role for Machine Learning-Augmented Cognitive Screening
    Field, Thalia S and Zhang, Ming and Jang, Hyeju and Rebchuk, Alexander D and Carenini, Giuseppe
    Stroke
    paper
  • Predicting Discourse Trees from Transformer-based Neural Summarizers
    Xiao, Wen and Huber, Patrick and Carenini, Giuseppe
    Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)
    paper code slides poster
  • KW-ATTN: Knowledge Infused Attention for Accurate and Interpretable Text Classification
    Jang, Hyeju and Bang, Seojin and Xiao, Wen and Carenini, Giuseppe and Ng, Raymond and ji Lee, Young
    Proceedings of Deep Learning Inside Out (DeeLIO): The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures
    paper
  • Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning
    Xing, Linzi and Xiao, Wen and Carenini, Giuseppe
    Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics (ACL)
    paper poster
  • W-RST: Towards a Weighted RST-style Discourse Framework
    Huber, Patrick and Xiao, Wen and Carenini, Giuseppe
    Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics (ACL)
    paper slides video
  • Improving unsupervised dialogue topic segmentation with utterance-pair coherence scoring
    Xing, Linzi and Carenini, Giuseppe
    Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL 2021)
    paper code video
  • Differentiating memory clinic patients and healthy volunteers using machine-learning analysis of speech and eye movements during a reading task
    Soroski, Thomas and Barral, Oswald and Jang, Hyeju and Newton-Mason, Sally May and Shajan, Sheetal and Tutt, Pavan and Granby, Saffrin and Rizzo, Matteo and Chui, Diego and Teng, Minnie Y and others
    Alzheimer’s & Dementia
    paper
  • Classification of Alzheimer’s Disease Leveraging Multi-task Machine Learning Analysis of Speech and Eye-Movement Data
    Jang, Hyeju and Soroski, Thomas and Rizzo, Matteo and Barral, Oswald and Harisinghani, Anuj and Newton-Mason, Sally and Granby, Saffrin and da Cunha Vasco, Thiago Monnerat Stutz and Lewis, Caitlin and Tutt, Pavan and others
    Frontiers in human neuroscience
    paper
  • Applications of aspect-based sentiment analysis on psychiatric clinical notes to study suicide in youth
    George, Amy and Johnson, David and Carenini, Giuseppe and Eslami, Ali and Ng, Raymond and Portales-Casamar, Elodie
    AMIA annual symposium proceedings
    paper
  • ConVIScope: Visual Analytics for Exploring Patient Conversations
    Li, Raymond and Hoque, Enamul and Carenini, Giuseppe and Lester, Richard and Chau, Raymond
    2021 IEEE Visualization Conference (VIS)
    paper
  • Proceedings of the Third Workshop on New Frontiers in Summarization
    Carenini, Giuseppe and Cheung, Jackie Chi Kit and Dong, Yue and Liu, Fei and Wang, Lu
    Proceedings of the Third Workshop on New Frontiers in Summarization
    paper
  • T3-Vis: visual analytic for Training and fine-Tuning Transformers in NLP
    Li, Raymond and Xiao, Wen and Wang, Lanjun and Jang, Hyeju and Carenini, Giuseppe
    Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations
    paper
  • ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic
    Abdul-Mageed, Muhammad and Elmadany, AbdelRahim and Nagoudi, El Moatez Billah
    Proceedings of the ACL-IJCNLP 2021 Main Conference
  • Improving Similar Language Translation With Transfer Learning
    Adebara, Ife and Abdul-Mageed, Muhammad
    Proceedings of the Sixth Conference on Machine Translation
    paper
2020
  • NJM-Vis: interpreting neural joint models in NLP
    Johnson, David and Carenini, Giuseppe and Murray, Gabriel
    Proceedings of the 25th International Conference on Intelligent User Interfaces
    paper
  • Exploratory analysis of COVID-19 related tweets in North America to inform public health institutes
    Jang, Hyeju and Rempel, Emily and Carenini, Giuseppe and Janjua, Naveed
    arXiv preprint arXiv:2007.02452
    paper
  • Non-Invasive classification of Alzheimer’s disease using eye tracking and language
    Barral, Oswald and Jang, Hyeju and Newton-Mason, Sally and Shajan, Sheetal and Soroski, Thomas and Carenini, Giuseppe and Conati, Cristina and Field, Thalia
    Machine Learning for Healthcare Conference
    paper
  • Neural RST-based Evaluation of Discourse Coherence
    Guz, Grigorii and Bateni, Peyman and Muglich, Darius and Carenini, Giuseppe
    AACL 2020
    paper code
  • Neural data-driven captioning of time-series line charts
    Spreafico, Andrea and Carenini, Giuseppe
    Proceedings of the International Conference on Advanced Visual Interfaces
    paper
  • Improving context modeling in neural topic segmentation
    Xing, Linzi and Hackinen, Brad and Carenini, Giuseppe and Trebbi, Francesco
    Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2020)
    paper code video
  • From Sentiment Annotations to Sentiment Prediction through Discourse Augmentation
    Huber, Patrick and Carenini, Giuseppe
    Proceedings of the 28th International Conference on Computational Linguistics (COLING)
    paper
  • MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment Supervision
    Huber, Patrick and Carenini, Giuseppe
    Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
    paper code video software
  • Unleashing the Power of Neural Discourse Parsers–A Context and Structure Aware Approach Using Large Scale Pretraining
    Guz, Grigorii and Huber, Patrick and Carenini, Giuseppe
    Proceedings of the 28th International Conference on Computational Linguistics (COLING)
    paper code
  • Do We Really Need That Many Parameters In Transformer For Extractive Summarization? Discourse Can Help!
    Xiao, Wen and Huber, Patrick and Carenini, Giuseppe
    Proceedings of the 1st Workshop on Computational Approaches to Discourse (CODI)
    paper code slides
  • Coreference for discourse parsing: A neural approach
    Guz, Grigorii and Carenini, Giuseppe
    Proceedings of the First Workshop on Computational Approaches to Discourse
    paper code
  • Towards Domain-Independent Text Structuring Trainable on Large Discourse Treebanks
    Guz, Grigorii and Carenini, Giuseppe
    Findings of the Association for Computational Linguistics: EMNLP 2020 + Proceedings of the Workshop on Discourse Theories for Text Planning
    paper code
  • Systematically exploring redundancy reduction in summarizing long documents
    Xiao, Wen and Carenini, Giuseppe
    Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2020)
    paper code slides video
  • Machine learning analysis of speech and eye tracking data to distinguish Alzheimer’s clinic patients from healthy controls: Biomarkers: Searching for Alzheimer’s through the eyes
    Field, Thalia S and Newton-Mason, Sally May and Shajan, Sheetal and Barral, Oswald and Jang, Hyeju and Soroski, Thomas and O’Neill, Zoe and Conati, Cristina and Carenini, Giuseppe
    Alzheimer’s & Dementia
    paper
2019
  • Modeling content and structure for abstractive review summarization
    Gerani, Shima and Carenini, Giuseppe and Ng, Raymond T
    Computer Speech & Language
    paper
  • Interactive topic hierarchy revision for exploring a collection of online conversations
    Hoque, Enamul and Carenini, Giuseppe
    Information Visualization
    paper
  • Neural prediction of patient needs in an ovarian cancer online discussion forum
    Jang, Hyeju and Lee, Young Ji and Carenini, Giuseppe and Ng, Raymond and Campbell, Grace and Ho, Kendall
    Canadian Conference on Artificial Intelligence
    paper
  • Discourse analysis and its applications
    Joty, Shafiq and Carenini, Giuseppe and Ng, Raymond and Murray, Gabriel
    Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts
    paper
  • Gaze analysis of user characteristics in magazine style narrative visualizations
    Toker, Dereck and Conati, Cristina and Carenini, Giuseppe
    User Modeling and User-Adapted Interaction
    paper
  • Evaluating topic quality with posterior variability
    Xing, Linzi and Paul, Michael J and Carenini, Giuseppe
    Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP)
    paper code poster
  • A neural model for predicting dementia from language
    Kong, Weirui and Jang, Hyeju and Carenini, Giuseppe and Field, Thalia
    Machine Learning for Healthcare Conference
    paper
  • Extractive summarization of long documents by combining global and local context
    Xiao, Wen and Carenini, Giuseppe
    Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP)
    paper code poster
  • Predicting Discourse Structure using Distant Supervision from Sentiment
    Huber, Patrick and Carenini, Giuseppe
    Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP)
    paper video
  • Comparing the intrinsic performance of clinical concept embeddings by their field of medicine
    Nunez, John-Jose and Carenini, Giuseppe
    Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019)
    paper
  • Proceedings of the 2nd Workshop on New Frontiers in Summarization
    Wang, Lu and Cheung, Jackie Chi Kit and Carenini, Giuseppe and Liu, Fei
    Proceedings of the 2nd Workshop on New Frontiers in Summarization
    paper
  • Octvis: ontology-based comparison of topic models
    Ge, Amon and Jang, Hyeju and Carenini, Giuseppe and Ho, Kendall and Lee, Young Ji
    2019 IEEE Visualization Conference (VIS)
    paper
2018
  • User-adaptive support for processing magazine style narrative visualizations: Identifying user characteristics that matter
    Toker, Dereck and Conati, Cristina and Carenini, Giuseppe
    23rd International Conference on Intelligent User Interfaces
    paper
  • NLP for conversations: Sentiment, summarization, and group dynamics
    Murray, Gabriel and Carenini, Giuseppe and Joty, Shafiq
    Proceedings of the 27th International Conference on Computational Linguistics: Tutorial Abstracts
    paper
  • Discourse processing and its applications in text mining
    Joty, Shafiq and Carenini, Giuseppe and Ng, Raymond T and Murray, Gabriel
    2018 IEEE International Conference on Data Mining (ICDM)
    paper
  • Identifying Language Features Associated with Needs of Ovarian Cancer Patients and Caregivers Using Social Media (Poster)
    Lee, Young Ji and Jang, Hyeju and Campbell, Grace and Carenini, Giuseppe and Thomas, Teresa and Donovan, Heidi
    INTERNATIONAL JOURNAL OF GYNECOLOGICAL CANCER
    paper
2017
  • CQAVis: Visual text analytics for community question answering
    Hoque, Enamul and Joty, Shafiq and Marquez, Luis and Carenini, Giuseppe
    Proceedings of the 22nd International Conference on Intelligent User Interfaces
    paper
  • Domain adaptation for detecting mild cognitive impairment
    Masrani, Vaden and Murray, Gabriel and Field, Thalia Shoshana and Carenini, Giuseppe
    Canadian Conference on Artificial Intelligence
    paper
  • Detecting dementia through retrospective analysis of routine blog posts by bloggers with dementia
    Masrani, Vaden and Murray, Gabriel and Field, Thalia and Carenini, Giuseppe
    BioNLP 2017
    paper
  • Automatic community creation for abstractive spoken conversations summarization
    Singla, Karan and Stepanov, Evgeny and Bayer, Ali Orkan and Carenini, Giuseppe and Riccardi, Giuseppe
    Proceedings of the workshop on new frontiers in summarization
    paper
  • Multimedia Summary Generation from Online Conversations: Current Approaches and Future Directions
    Hoque, Enamul and Carenini, Giuseppe
    Proceedings of the Workshop on New Frontiers in Summarization
    paper
  • Generating and Evaluating Summaries for Partial Email Threads: Conversational Bayesian Surprise and Silver Standards
    Johnson, Jordon and Masrani, Vaden and Carenini, Giuseppe and Ng, Raymond
    Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue
    paper
  • Exploring joint neural model for sentence level discourse parsing and sentiment analysis
    Nejat, Bita and Carenini, Giuseppe and Ng, Raymond
    Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue
    paper
  • Proceedings of the Workshop on New Frontiers in Summarization
    Wang, Lu and Cheung, Jackie Chi Kit and Carenini, Giuseppe and Liu, Fei
    Proceedings of the Workshop on New Frontiers in Summarization
    paper
  • [TD-P-002]: IMPROVING DIAGNOSTIC ACCURACY OF ALZHEIMER’S DISEASE FROM SPEECH ANALYSIS USING MARKERS OF HEMISPATIAL NEGLECT
    Field, Thalia S and Masrani, Vaden and Murray, Gabriel and Carenini, Giuseppe
    Alzheimer’s & Dementia
    paper
  • Opinion summarization and visualization
    Murray, Gabriel and Hoque, Enamul and Carenini, Giuseppe
    Sentiment Analysis in Social Networks
    paper
  • Chat disentanglement: Identifying semantic reply relationships with random forests and recurrent neural networks
    Mehri, Shikib and Carenini, Giuseppe
    Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
    paper
2016
  • Interactive topic modeling for exploring asynchronous online conversations: Design and evaluation of ConVisIT
    Hoque, Enamul and Carenini, Giuseppe
    ACM Transactions on Interactive Intelligent Systems (TiiS)
    paper
  • Multiconvis: A visual text analytics system for exploring a collection of online conversations
    Hoque, Enamul and Carenini, Giuseppe
    Proceedings of the 21st international conference on intelligent user interfaces
    paper
  • Exploring user-adaptive visualization techniques with Multi-Modal Documents
    Toker, Dereck and Conati, Cristina and Carenini, Giuseppe and Munzner, Tamara and Enns, James
  • An interactive system for exploring community question answering forums
    Hoque, Enamul and Joty, Shafiq and Màrquez, Lluı́s and Barrón-Cedeño, Alberto and Da San Martino, Giovanni and Moschitti, Alessandro and Nakov, Preslav and Romeo, Salvatore and Carenini, Giuseppe
    Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: System Demonstrations
    paper
  • Training data enrichment for infrequent discourse relations
    Jiang, Kailang and Carenini, Giuseppe and Ng, Raymond
    Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers
    paper
  • Proceedings of the 17th Annual Meeting of the Special Interest Group on Discourse and Dialogue
    Fernández, Raquel and Minker, Wolfgang and Carenini, Giuseppe and Higashinaka, Ryuichiro and Artstein, Ron and Gainer, Alesia
    Proceedings of the 17th Annual Meeting of the Special Interest Group on Discourse and Dialogue
    paper
2015
  • CODRA: A novel discriminative framework for rhetorical analysis
    Joty, Shafiq and Carenini, Giuseppe and Ng, Raymond T
    Computational Linguistics
    paper
  • Convisit: Interactive topic modeling for exploring asynchronous online conversations
    Hoque, Enamul and Carenini, Giuseppe
    Proceedings of the 20th International Conference on Intelligent User Interfaces
    paper
2014
  • Interactive exploration of asynchronous conversations: Applying a user-centered approach to design a visual text analytic system
    Hoque, Enamul and Carenini, Giuseppe and Joty, Shafiq
    Proceedings of the Workshop on Interactive Language Learning, Visualization, and Interfaces
    paper
  • Extractive summarization and dialogue act modeling on email threads: An integrated probabilistic approach
    Oya, Tatsuro and Carenini, Giuseppe
    Proceedings of the 15th Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)
    paper
  • Abstractive summarization of spoken and written conversations based on phrasal queries
    Mehdad, Yashar and Carenini, Giuseppe and Ng, Raymond
    Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
    paper
  • Convis: A visual text analytic system for exploring blog conversations
    Hoque, Enamul and Carenini, Giuseppe
    Computer Graphics Forum
    paper
  • Detecting disagreement in conversations using pseudo-monologic rhetorical structure
    Allen, Kelsey and Carenini, Giuseppe and Ng, Raymond
    Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
    paper
  • Abstractive summarization of product reviews using discourse structure
    Gerani, Shima and Mehdad, Yashar and Carenini, Giuseppe and Ng, Raymond and Nejat, Bita
    Proceedings of the 2014 conference on empirical methods in natural language processing (EMNLP)
    paper
  • A template-based abstractive meeting summarization: Leveraging summary and source text relationships
    Oya, Tatsuro and Mehdad, Yashar and Carenini, Giuseppe and Ng, Raymond
    Proceedings of the 8th International Natural Language Generation Conference (INLG)
    paper
2013
  • Multi-document summarization of evaluative text
    Carenini, Giuseppe and Cheung, Jackie Chi Kit and Pauls, Adam
    Computational Intelligence
    paper
  • Combining intra-and multi-sentential rhetorical parsing for document-level discourse analysis
    Joty, Shafiq and Carenini, Giuseppe and Ng, Raymond and Mehdad, Yashar
    Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
    paper
  • Towards Topic Labeling with Phrase Entailment and Aggregation.
    Mehdad, Yashar and Carenini, Giuseppe and Ng, Raymond T and Joty, Shafiq R
    HLT-NAACL
    paper
  • Abstractive meeting summarization with entailment and fusion
    Mehdad, Yashar and Carenini, Giuseppe and Tompa, Frank and Ng, Raymond
    Proceedings of the 14th European Workshop on Natural Language Generation
    paper
  • Topic segmentation and labeling in asynchronous conversations
    Joty, Shafiq and Carenini, Giuseppe and Ng, Raymond T
    Journal of Artificial Intelligence Research
    paper
  • Dialogue act recognition in synchronous and asynchronous conversations
    Maryam, Tavafi
    paper
2012
  • Introduction to the Special Section on Intelligent Visual Interfaces for Text Analysis
    Liu, Shixia and Zhou, Michelle X and Carenini, Giuseppe and Qu, Huamin
    ACM Transactions on Intelligent Systems and Technology (TIST)
    paper
  • Detecting informative blog comments using tree structured conditional random fields
    Jin, Wei and Joty, Shafiq and Carenini, Giuseppe and Ng, Raymond
    NWNLP, Microsoft Research, Redmond
    paper
  • Using the omega index for evaluating abstractive community detection
    Murray, Gabriel and Carenini, Giuseppe and Ng, Raymond
    Proceedings of Workshop on Evaluation Metrics and System Comparison for Automatic Summarization
    paper
  • A novel discriminative framework for sentence-level discourse analysis
    Joty, Shafiq and Carenini, Giuseppe and Ng, Raymond
    Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
    paper
  • Methods for mining and summarizing text conversations
    Carenini, Giuseppe and Murray, Gabrial
    Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
    paper
  • A Visual Interface for Analyzing Text Conversations
    Rashid, Shama and Carenini, Giuseppe and Ng, Raymond
    International Workshop on Business Intelligence for the Real-Time Enterprise
    paper