Mark James Carman

89 papers A* 11A 15B 4C 1Misc 5Journal 30Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Are complicated loss functions necessary for teaching LLMs to reason? CoRR Gabriele Carrino, Andrea Sassella, Nicolò Brunello, Federico Toschi, Mark James Carman
2026	J	`jnl`	From Instructions to Assistance: a Dataset Aligning Instruction Manuals with Assembly Videos for Evaluating Multimodal LLMs. CoRR Federico Toschi, Nicolò Brunello, Andrea Sassella, Vincenzo Scotti, Mark James Carman
2025	J	`jnl`	InTraVisTo: Inside Transformer Visualisation Tool. CoRR Nicolò Brunello, Davide Rigamonti, Andrea Sassella, Vincenzo Scotti, Mark James Carman
2025	J	`jnl`	L1RA: Dynamic Rank Assignment in LoRA Fine-Tuning. CoRR Raul Singh, Nicolò Brunello, Vincenzo Scotti, Mark James Carman
2024	—	`conf`	LLM Support for Real-Time Technical Assistance. ECML/PKDD (8) Vincenzo Scotti, Mark James Carman
2023	J	`jnl`	A Citizen Science Approach for Analyzing Social Media With Crowdsourcing. IEEE Access Carlo Bono, Mehmet Oguz Mülâyim, Cinzia Cappiello, Mark James Carman, Jesús Cerquides, Jose Luis Fernandez-Marquez, Maria Rosa (Rosy) Mondardini, Edoardo Ramalli, Barbara Pernici
2023	—	`conf`	Vitali at ACTI - Transformer-based Conspiracy Theory Identification. EVALITA Michael Vitali, Vincenzo Scotti, Mark James Carman
2022	J	`jnl`	Perception Visualization: Seeing Through the Eyes of a DNN. CoRR Loris Giulivi, Mark James Carman, Giacomo Boracchi
2021	—	`conf`	Image-Based Social Sensing: Combining AI and the Crowd to Mine Policy-Adherence Indicators from Twitter. ICSE-SEIS Virginia Negri, Dario Scuratti, Stefano Agresti, Donya Rooein, Gabriele Scalia, Amudha Ravi Shankar, Jose Luis Fernandez-Marquez, Mark James Carman, Barbara Pernici
2021	J	`jnl`	What's wrong with this video? Comparing Explainers for Deepfake Detection. CoRR Samuele Pino, Mark James Carman, Paolo Bestagini
2020	J	`jnl`	Image-based Social Sensing: Combining AI and the Crowd to Mine Policy-Adherence Indicators from Twitter. CoRR Virginia Negri, Dario Scuratti, Stefano Agresti, Donya Rooein, Amudha Ravi Shankar, Jose Luis Fernandez-Marquez, Mark James Carman, Barbara Pernici
2018	J	`jnl`	Distinguishing Question Subjectivity from Difficulty for Improved Crowdsourcing. CoRR Yuan Jin, Mark James Carman, Ye Zhu, Wray L. Buntine
2018	A*	`conf`	SIR-Hawkes: Linking Epidemic Models and Hawkes Processes to Model Diffusions in Finite Populations. WWW Marian-Andrei Rizoiu, Swapnil Mishra, Quyu Kong, Mark James Carman, Lexing Xie
2017	—	`conf`	A Framework for Document Specific Error Detection and Corrections in Indic OCR. OST@ICDAR Rohit Saluja, Devaraj Adiga, Ganesh Ramakrishnan, Parag Chaudhuri, Mark James Carman
2017	Misc	`conf`	Annotator Expertise and Information Quality in Annotation-based Retrieval. ADCS Wern Han Lim, Mark James Carman
2017	J	`jnl`	Automatic Sarcasm Detection: A Survey. ACM Comput. Surv. Aditya Joshi, Pushpak Bhattacharyya, Mark James Carman
2017	—	`conf`	Efficient Benchmarking of NLP APIs using Multi-armed Bandits. EACL (1) Gholamreza Haffari, Tuan Dung Tran, Mark James Carman
2017	J	`jnl`	Efficient parameter learning of Bayesian network classifiers. Mach. Learn. Nayyar Abbas Zaidi, Geoffrey I. Webb, Mark James Carman, François Petitjean, Wray L. Buntine, Mike Hynes, Hans De Sterck
2017	A	`conf`	Error Detection and Corrections in Indic OCR Using LSTMs. ICDAR Rohit Saluja, Devaraj Adiga, Parag Chaudhuri, Ganesh Ramakrishnan, Mark James Carman
2017	—	`conf`	Estimating Relative User Expertise for Content Quality Prediction on Reddit. HT Wern Han Lim, Mark James Carman, Sze-Meng Jojo Wong
2017	—	`conf`	Expect the Unexpected: Harnessing Sentence Completion for Sarcasm Detection. PACLING Aditya Joshi, Samarth Agrawal, Pushpak Bhattacharyya, Mark James Carman
2017	J	`jnl`	Expect the unexpected: Harnessing Sentence Completion for Sarcasm Detection. CoRR Aditya Joshi, Samarth Agrawal, Pushpak Bhattacharyya, Mark James Carman
2017	B	`conf`	Leveraging Side Information to Improve Label Quality Control in Crowd-Sourcing. HCOMP Yuan Jin, Mark James Carman, Dongwoo Kim, Lexing Xie
2017	J	`jnl`	Multi-domain evaluation framework for named entity recognition tools. Comput. Speech Lang. Zahraa Said Abdallah, Mark James Carman, Gholamreza Haffari
2017	Misc	`ed.`	Proceedings of the 22nd Australasian Document Computing Symposium, ADCS 2017, Brisbane, QLD, Australia, December 7-8, 2017 ADCS Bevan Koopman, Guido Zuccon, Mark James Carman
2017	J	`jnl`	SIR-Hawkes: on the Relationship Between Epidemic Models and Hawkes Point Processes. CoRR Marian-Andrei Rizoiu, Swapnil Mishra, Quyu Kong, Mark James Carman, Lexing Xie
2017	A*	`conf`	Sarcasm Suite: A Browser-Based Engine for Sarcasm Detection and Generation. AAAI Aditya Joshi, Diptesh Kanojia, Pushpak Bhattacharyya, Mark James Carman
2017	A	`conf`	Using Knowledge Graphs to Explain Entity Co-occurrence in Twitter. CIKM Yiwei Wang, Mark James Carman, Yuan-Fang Li
2016	J	`jnl`	'Who would have thought of that!': A Hierarchical Topic Model for Extraction of Sarcasm-prevalent Topics and Sarcasm Detection. CoRR Aditya Joshi, Prayas Jain, Pushpak Bhattacharyya, Mark James Carman
2016	J	`jnl`	A Computational Approach to Automatic Prediction of Drunk Texting. CoRR Aditya Joshi, Abhijit Mishra, Balamurali A. R., Pushpak Bhattacharyya, Mark James Carman
2016	—	`conf`	A Little Competition Never Hurt Anyone's Relevance Assessments. GamifIR@SIGIR Yuan Jin, Mark James Carman, Lexing Xie
2016	J	`jnl`	ALR Mach. Learn. Nayyar Abbas Zaidi, Geoffrey I. Webb, Mark James Carman, François Petitjean, Jesús Cerquides
2016	A*	`conf`	Are Word Embedding-based Features Useful for Sarcasm Detection? EMNLP Aditya Joshi, Vaibhav Tripathi, Kevin Patel, Pushpak Bhattacharyya, Mark James Carman
2016	J	`jnl`	Are Word Embedding-based Features Useful for Sarcasm Detection? CoRR Aditya Joshi, Vaibhav Tripathi, Kevin Patel, Pushpak Bhattacharyya, Mark James Carman
2016	J	`jnl`	Automatic Identification of Sarcasm Target: An Introductory Approach. CoRR Aditya Joshi, Pranav Goel, Pushpak Bhattacharyya, Mark James Carman
2016	J	`jnl`	Automatic Sarcasm Detection: A Survey. CoRR Aditya Joshi, Pushpak Bhattacharyya, Mark James Carman
2016	A	`conf`	Beyond Clustering: Sub-DAG Discovery for Categorising Documents. CIKM Ramakrishna B. Bairi, Mark James Carman, Ganesh Ramakrishnan
2016	J	`jnl`	Comparing Pointwise and Listwise Objective Functions for Random-Forest-Based Learning-to-Rank. ACM Trans. Inf. Syst. Muhammad Ibrahim, Mark James Carman
2016	J	`jnl`	Density-ratio based clustering for discovering clusters with varying densities. Pattern Recognit. Ye Zhu, Kai Ming Ting, Mark James Carman
2016	—	`conf`	EmoGram: An Open-Source Time Sequence-Based Emotion Tracker and Its Innovative Applications. AAAI Workshop: Knowledge Extraction from Text Aditya Joshi, Vaibhav Tripathi, Ravindra Soni, Pushpak Bhattacharyya, Mark James Carman
2016	Misc	`conf`	Estimating Domain-Specific User Expertise for Answer Retrieval in Community Question-Answering Platforms. ADCS Wern Han Lim, Mark James Carman, Sze-Meng Jojo Wong
2016	B	`conf`	Harnessing Sequence Labeling for Sarcasm Detection in Dialogue from TV Series 'Friends'. CoNLL Aditya Joshi, Vaibhav Tripathi, Pushpak Bhattacharyya, Mark James Carman
2016	Misc	`conf`	How Challenging is Sarcasm versus Irony Classification?: A Study With a Dataset from English Literature. ALTA Aditya Joshi, Vaibhav Tripathi, Pushpak Bhattacharyya, Mark James Carman, Meghna Singh, Jaya Saraswati, Rajita Shukla
2016	—	`conf`	How Do Cultural Differences Impact the Quality of Sarcasm Annotation?: A Case Study of Indian Annotators and American Text. LaTeCH@ACL Aditya Joshi, Pushpak Bhattacharyya, Mark James Carman, Jaya Saraswati, Rajita Shukla
2016	A	`conf`	On the Effectiveness of Query Weighting for Adapting Rank Learners to New Unlabelled Collections. CIKM Pengfei Li, Mark Sanderson, Mark James Carman, Falk Scholer
2016	A*	`conf`	Overcoming Key Weaknesses of Distance-based Neighbourhood Methods using a Data Dependent Dissimilarity Measure. KDD Kai Ming Ting, Ye Zhu, Mark James Carman, Yue Zhu, Zhi-Hua Zhou
2016	—	`conf`	Political Issue Extraction Model: A Novel Hierarchical Topic Model That Uses Tweets By Political And Non-Political Authors. WASSA@NAACL-HLT Aditya Joshi, Pushpak Bhattacharyya, Mark James Carman
2016	Misc	`ed.`	Proceedings of the 21st Australasian Document Computing Symposium, ADCS 2016, Caulfield, VIC, Australia, December 5-7, 2016 ADCS Sarvnaz Karimi, Mark James Carman
2016	B	`conf`	That'll Do Fine!: A Coarse Lexical Resource for English-Hindi MT, Using Polylingual Topic Models. LREC Diptesh Kanojia, Aditya Joshi, Pushpak Bhattacharyya, Mark James Carman
2015	—	`conf`	A Computational Approach to Automatic Prediction of Drunk-Texting. ACL (2) Aditya Joshi, Abhijit Mishra, Balamurali A. R., Pushpak Bhattacharyya, Mark James Carman
2015	J	`jnl`	Deep Broad Learning - Big Models for Big Data. CoRR Nayyar Abbas Zaidi, Geoffrey I. Webb, Mark James Carman, François Petitjean
2015	J	`jnl`	Monte-Carlo Filesystem Search - A crawl strategy for digital forensics. Digit. Investig. Janis Dalins, Campbell Wilson, Mark James Carman
2015	—	`conf`	Using Multilingual Topic Models for Improved Alignment in English-Hindi MT. ICON Diptesh Kanojia, Aditya Joshi, Pushpak Bhattacharyya, Mark James Carman
2015	—	`conf`	Your Sentiment Precedes You: Using an author's historical tweets to predict sarcasm. WASSA@EMNLP Anupam Khattri, Aditya Joshi, Pushpak Bhattacharyya, Mark James Carman
2014	A*	`conf`	Naive-Bayes Inspired Effective Pre-Conditioner for Speeding-Up Logistic Regression. ICDM Nayyar Abbas Zaidi, Mark James Carman, Jesús Cerquides, Geoffrey I. Webb
2014	—	`conf`	Towards Risk-Aware Resource Selection. AIRS Ilya Markov, Mark James Carman, Fabio Crestani
2014	—	`conf`	Undersampling Techniques to Re-balance Training Data for Large Scale Learning-to-Rank. AIRS Muhammad Ibrahim, Mark James Carman
2013	J	`jnl`	Alleviating naive Bayes attribute independence assumption by attribute weighting. J. Mach. Learn. Res. Nayyar Abbas Zaidi, Jesús Cerquides, Mark James Carman, Geoffrey I. Webb
2013	A	`conf`	Building user profiles from topic models for personalised search. CIKM Morgan Harvey, Fabio Crestani, Mark James Carman
2012	J	`jnl`	Aggregation Methods for Proximity-Based Opinion Retrieval. ACM Trans. Inf. Syst. Shima Gerani, Mark James Carman, Fabio Crestani
2012	A	`conf`	Comparing Tweets and Tags for URLs. ECIR Morgan Harvey, Mark James Carman, David Elsweiler
2012	J	`jnl`	Employing document dependency in blog search. J. Assoc. Inf. Sci. Technol. Mostafa Keikha, Fabio Crestani, Mark James Carman
2011	J	`jnl`	A multi-collection latent topic model for federated search. Inf. Retr. Mark Baillie, Mark James Carman, Fabio Crestani
2011	A	`conf`	Bayesian latent variable models for collaborative item rating prediction. CIKM Morgan Harvey, Mark James Carman, Ian Ruthven, Fabio Crestani
2011	A	`conf`	Improving social bookmark search using personalised latent variable language models. WSDM Morgan Harvey, Ian Ruthven, Mark James Carman
2011	C	`conf`	Investigating the Statistical Properties of User-Generated Documents. FQAS Giacomo Inches, Mark James Carman, Fabio Crestani
2011	A	`conf`	Personal Blog Retrieval Using Opinion Features. ECIR Shima Gerani, Mostafa Keikha, Mark James Carman, Fabio Crestani
2010	A*	`conf`	Proximity-based opinion retrieval. SIGIR Shima Gerani, Mark James Carman, Fabio Crestani
2010	A	`conf`	Ranking social bookmarks using topic models. CIKM Morgan Harvey, Ian Ruthven, Mark James Carman
2010	A	`conf`	Statistics of Online User-Generated Short Documents. ECIR Giacomo Inches, Mark James Carman, Fabio Crestani
2010	A	`conf`	Towards query log based personalization using topic models. CIKM Mark James Carman, Fabio Crestani, Morgan Harvey, Mark Baillie
2010	A	`conf`	Tripartite Hidden Topic Models for Personalised Tag Suggestion. ECIR Morgan Harvey, Mark Baillie, Ian Ruthven, Mark James Carman
2010	—	`conf`	University of Lugano at TREC 2010. TREC Mostafa Keikha, Parvaz Mahdabi, Shima Gerani, Giacomo Inches, Javier Parapar, Mark James Carman, Fabio Crestani
2009	A	`conf`	A Topic-Based Measure of Resource Description Quality for Distributed Information Retrieval. ECIR Mark Baillie, Mark James Carman, Fabio Crestani
2009	A*	`conf`	A statistical comparison of tag and query logs. SIGIR Mark James Carman, Mark Baillie, Robert Gwadera, Fabio Crestani
2009	A*	`conf`	Blog distillation using random walks. SIGIR Mostafa Keikha, Mark James Carman, Fabio Crestani
2009	A	`conf`	Investigating Learning Approaches for Blog Post Opinion Retrieval. ECIR Shima Gerani, Mark James Carman, Fabio Crestani
2009	—	`conf`	University of Lugano at TREC 2009 Blog Track. TREC Mostafa Keikha, Mark James Carman, Robert Gwadera, Shima Gerani, Ilya Markov, Giacomo Inches, Az Azrinudin Alidin, Fabio Crestani
2008	J	`jnl`	Beyond the Elves: Making Intelligent Agents Intelligent. AI Mag. Craig A. Knoblock, José Luis Ambite, Mark James Carman, Matthew Michelson, Pedro A. Szekely, Rattapoom Tuchinda
2008	—	`conf`	Exploiting Data Semantics to Discover, Extract, and Model Web Sources. ICDM Workshops José Luis Ambite, Craig A. Knoblock, Kristina Lerman, Anon Plangprasopchok, Thomas A. Russ, Cenk Gazen, Steven Minton, Mark James Carman
2008	—	`conf`	Tag data and personalized information retrieval. SSM Mark James Carman, Mark Baillie, Fabio Crestani
2008	A*	`conf`	Towards personalized distributed information retrieval. SIGIR Mark James Carman, Fabio Crestani
2008	—	`conf`	University of Lugano at TREC 2008 Blog Track. TREC Shima Gerani, Mostafa Keikha, Mark James Carman, Robert Gwadera, Davide Taibi, Fabio Crestani
2007	J	`jnl`	Learning Semantic Definitions of Online Information Sources. J. Artif. Intell. Res. Mark James Carman, Craig A. Knoblock
2007	A*	`conf`	Learning Semantic Descriptions of Web Information Sources. IJCAI Mark James Carman, Craig A. Knoblock
2005	A*	`conf`	Learning Source Descriptions for Web Services. AAAI Mark James Carman
2003	—	`conf`	Planning For Web Services the Hard Way. SAINT Workshops Mark James Carman, Luciano Serafini
2002	—	`conf`	A Request Language for Web-Services Based on Planning and Constraint Satisfaction. TES Marco Aiello, Mike P. Papazoglou, Jian Yang, Mark James Carman, Marco Pistore, Luciano Serafini, Paolo Traverso
2002	B	`conf`	Towards an Economy-Based Optimisation of File Access and Replication on a Data Grid. CCGRID Mark James Carman, Floriano Zini, Luciano Serafini, Kurt Stockinger