| 2025 | EMNLP | Trustworthy Medical Question Answering: An Evaluation-Centric Survey. | Yinuo Wang, Baiyang Wang, Robert E. Mercer, Frank Rudzicz, Sudipta Singha Roy, Pengjie Ren, Zhumin Chen, Xindi Wang |
| 2024 | COLING | Enhancing Scientific Document Summarization with Research Community Perspective and Background Knowledge. | Sudipta Singha Roy, Robert E. Mercer |
| 2024 | COLING | Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification. | Xindi Wang, Robert E. Mercer, Frank Rudzicz |
| 2024 | EMNLP | Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification. | Sudipta Singha Roy, Xindi Wang, Robert E. Mercer, Frank Rudzicz |
| 2024 | NAACL | Anisotropy is Not Inherent to Transformers. | Anemily Machina, Robert E. Mercer |
| 2024 | NAACL | Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation. | Xindi Wang, Robert E. Mercer, Frank Rudzicz |
| 2023 | AI | Personality Trait Detection using an Hierarchy of Tree-transformers and Graph Attention Network. | Sudipta Singha Roy, Robert E. Mercer, Souvik Kundu |
| 2023 | ECAI | Investigating the Learning Behaviour of In-Context Learning: A Comparison with Supervised Learning. | Xindi Wang, Yufei Wang, Can Xu, Xiubo Geng, Bowen Zhang, Chongyang Tao, Frank Rudzicz, Robert E. Mercer, Daxin Jiang |
| 2023 | FlAIRS | Identifying Protein-Protein Interaction using Tree-Transformers and Heterogeneous Graph Neural Network. | Sudipta Singha Roy, Robert E. Mercer |
| 2023 | IC3K | Addressing Entity Change in Procedural Ontologies. | Tyler Johnson, Mohammed Alliheedi, Yetian Wang, Robert E. Mercer |
| 2022 | ACL | KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling. | Xindi Wang, Robert E. Mercer, Frank Rudzicz |
| 2022 | COLING | Method Entity Extraction from Biomedical Texts. | Waqar Bin Kalim, Robert E. Mercer |
| 2022 | COMMA | A Unified Representation and Deep Learning Architecture for Argumentation Mining of Students' Persuasive Essays. | Muhammad Tawsif Sazid, Robert E. Mercer |
| 2022 | FlAIRS | Protein-Protein Interaction Extraction using Attention-based Tree-Structured Neural Network Models. | Sudipta Singha Roy, Robert E. Mercer |
| 2022 | LREC | Evaluation Benchmarks for Spanish Sentence Representations. | Vladimir Araujo, Andrs Carvallo, Souvik Kundu, Jos Caete, Marcelo Mendoza, Robert E. Mercer, Felipe Bravo-Marquez, Marie-Francine Moens, Alvaro Soto |
| 2022 | LREC | Building a Synthetic Biomedical Research Article Citation Linkage Corpus. | Sudipta Singha Roy, Robert E. Mercer |
| 2022 | LREC | MeSHup: Corpus for Full Text Biomedical Document Indexing. | Xindi Wang, Robert E. Mercer, Frank Rudzicz |
| 2021 | AI | Encoding Dependency Information inside Tree Transformer. | Mahtab Ahmed, Robert E. Mercer |
| 2021 | AI | An Experimental Comparison of the Geometry of Models Trained on Natural Language and Synthetic Data. | Vincent Sippola, Robert E. Mercer |
| 2021 | ICMLA | Emotion Recognition and Sentiment Classification using BERT with Data Augmentation and Emotion Lexicon Enrichment. | Vishwa Sai Kodiyala, Robert E. Mercer |
| 2020 | AAAI | Modelling Sentence Pairs via Reinforcement Learning: An Actor-Critic Approach to Learn the Irrelevant Words. | Mahtab Ahmed, Robert E. Mercer |
| 2020 | AI | Investigating Relational Recurrent Neural Networks with Variable Length Memory Pointer. | Mahtab Ahmed, Robert E. Mercer |
| 2020 | AI | Investigating Citation Linkage as a Sentence Similarity Measurement Task Using Deep Learning. | Sudipta Singha Roy, Robert E. Mercer, Felipe Urra |
| 2020 | IC3K | Semantic Search for Biomedical Texts using Predicate-Argument Structure. | Mohammed Alliheedi, Robert E. Mercer |
| 2020 | LREC | Multilingual Corpus Creation for Multilingual Semantic Similarity Task. | Mahtab Ahmed, Chahna Dixit, Robert E. Mercer, Atif Khan, Muhammad Rifayat Samee, Felipe Urra |
| 2020 | LREC | A Lexicon-Based Approach for Detecting Hedges in Informal Text. | Jumayel Islam, Lu Xiao, Robert E. Mercer |
| 2019 | ACL | You Only Need Attention to Traverse Trees. | Mahtab Ahmed, Muhammad Rifayat Samee, Robert E. Mercer |
| 2019 | AI | Efficient Transformer-Based Sentence Encoding for Sentence Pair Modelling. | Mahtab Ahmed, Robert E. Mercer |
| 2019 | AI | Semantic Roles: Towards Rhetorical Moves in Writing About Experimental Procedures. | Mohammed Alliheedi, Robert E. Mercer |
| 2019 | IC3K | Biochemistry Procedure-oriented Ontology: A Case Study. | Mohammed Alliheedi, Yetian Wang, Robert E. Mercer |
| 2019 | IC3K | Design of a Biochemistry Procedure-Oriented Ontology. | Mohammed Alliheedi, Yetian Wang, Robert E. Mercer |
| 2019 | NAACL | Multi-Channel Convolutional Neural Network for Twitter Emotion and Sentiment Recognition. | Jumayel Islam, Robert E. Mercer, Lu Xiao |
| 2018 | CICLING | Using Shallow Semantic Analysis to Implement Automated Quality Assessment of Web Health Care Information. | Yanjun Zhang, Robert E. Mercer, Jacquelyn A. Burkell, Hong Cui |
| 2018 | ICMLA | Improving Neural Sequence Labelling Using Additional Linguistic Information. | Mahtab Ahmed, Muhammad Rifayat Samee, Robert E. Mercer |
| 2018 | ICMLA | A Novel Neural Sequence Model with Multiple Attentions for Word Sense Disambiguation. | Mahtab Ahmed, Muhammad Rifayat Samee, Robert E. Mercer |
| 2017 | AI | Investigating Citation Linkage with Machine Learning. | Hospice Houngbo, Robert E. Mercer |
| 2016 | ICWSM | Privacy Preference Inference via Collaborative Filtering. | Taraneh Khazaei, Lu Xiao, Robert E. Mercer, Atif Khan |
| 2016 | WWW | Privacy Behaviour and Profile Configuration in Twitter. | Taraneh Khazaei, Lu Xiao, Robert E. Mercer, Atif Khan |
| 2015 | EMNLP | Identification and Disambiguation of Lexical Cues of Rhetorical Relations across Different Text Genres. | Taraneh Khazaei, Lu Xiao, Robert E. Mercer |
| 2015 | ICMLA | Summary Sentence Classification Using Stylometry. | Rushdi Shams, Robert E. Mercer |
| 2014 | ACL | Extracting Higher Order Relations From Biomedical Text. | Syeed Ibn Faiz, Robert E. Mercer |
| 2014 | ACL | Titles That Announce Argumentative Claims in Biomedical Research Articles. | Heather Graves, Roger Graves, Robert E. Mercer, Mahzereen Akter |
| 2014 | ACL | An automated method to build a corpus of rhetorically-classified sentences in biomedical texts. | Hospice Houngbo, Robert E. Mercer |
| 2014 | ACL | Extracting Imperatives from Wikipedia Article for Deletion Discussions. | Fiona Mao, Robert E. Mercer, Lu Xiao |
| 2013 | AI | Identifying Explicit Discourse Connectives in Text. | Syeed Ibn Faiz, Robert E. Mercer |
| 2013 | ICDM | Classifying Spam Emails Using Text and Readability Features. | Rushdi Shams, Robert E. Mercer |
| 2013 | ICMLA | Personalized Spam Filtering with Natural Language Attributes. | Rushdi Shams, Robert E. Mercer |
| 2012 | COLING | Method Mention Extraction from Scientific Research Papers. | Hospice Houngbo, Robert E. Mercer |
| 2012 | COLING | A Machine Learning Approach for Phenotype Name Recognition. | Maryam Khordad, Robert E. Mercer, Peter K. Rogan |
| 2011 | AI | Improving Phenotype Name Recognition. | Maryam Khordad, Robert E. Mercer, Peter K. Rogan |
| 2007 | ICIP | Skeleton-Based Tornado Hook Echo Detection. | Hongkai Wang, Robert E. Mercer, John L. Barron, Paul Joe |
| 2007 | IJCNN | Sequential Inductive Transfer for Coronary Artery Disease Diagnosis. | Daniel L. Silver, Robert E. Mercer |
| 2006 | ECAI | On Probing and Multi-Threading in Platypus. | Jean Gressmann, Tomi Janhunen, Robert E. Mercer, Torsten Schaub, Sven Thiele, Richard Tichy |
| 2005 | LPNMR | Platypus: A Platform for Distributed Answer Set Solving. | Jean Gressmann, Tomi Janhunen, Robert E. Mercer, Torsten Schaub, Sven Thiele, Richard Tichy |
| 2004 | AI | The Frequency of Hedging Cues in Citation Contexts in Scientific Writing. | Robert E. Mercer, Chrysanne DiMarco, Frederick W. Kroon |
| 2003 | AI | The Importance of Fine-Grained Cue Phrases in Scientific Citations. | Robert E. Mercer, Chrysanne DiMarco |
| 2003 | KI | Optimality Theory through Default Logic. | Philippe Besnard, Robert E. Mercer, Torsten Schaub |
| 2002 | AI | Using Communicative Acts to Plan the Cinematographic Structure of Animations. | Kevin Kennedy, Robert E. Mercer |
| 2002 | AI | A Lexical Functional Mapping Algorithm. | Tamer S. Mahdi, Robert E. Mercer |
| 2002 | AI | The Task Rehearsal Method of Life-Long Learning: Overcoming Impoverished Data. | Daniel L. Silver, Robert E. Mercer |
| 2002 | ICMLA | Life-long Learning through Task Rehersal and Selective Transfer. | Daniel L. Silver, Robert E. Mercer |
| 2001 | AI | Planning Animations Using Cinematography Knowledge. | Kevin Kennedy, Robert E. Mercer |
| 2001 | ECSQARU | Comparing a Pair-Wise Compatibility Heuristic and Relaxed Stratification: Some Preliminary Results. | Robert E. Mercer, Lionel Forget, Vincent Risch |
| 2001 | ICIP | 3D regularized velocity from 3D Doppler radial velocity. | X. Chen, John L. Barron, Robert E. Mercer, Paul Joe |
| 2001 | IV | Interactive Metamorphic Visuals: Exploring Polyhedral Relationships. | Jim Morey, Kamran Sedig, Robert E. Mercer |
| 2000 | AI | Towards an Automated Citation Classifier. | Mark Garzone, Robert E. Mercer |
| 1997 | HCI | Are Interactive Media as Large as Life and Half as Natural? | Luiz Ernesto Merkle, Robert E. Mercer |
| 1996 | AI | A New Model of Hard Binary Constraint Satisfaction Problems. | Michael J. Dent, Robert E. Mercer |
| 1996 | ICIP | Tracking fuzzy storm centers in Doppler radar images. | D. Cheng, Robert E. Mercer, John L. Barron, Paul Joe |
| 1996 | ICTAI | An Empirical Inverstigation of the Forward Checking Algorithm and Its Derivatives. | Michael J. Dent, Robert E. Mercer |
| 1994 | ICIP | Strom Tracking in Doppler RAdar Images. | D. Krezeski, Robert E. Mercer, John L. Barron, Paul Joe, H. Zhang |
| 1994 | ICTAI | Minimal Forward Checking. | Michael J. Dent, Robert E. Mercer |
| 1993 | ICCI | Designing a Stochastic Parameter Reasoner. | Marimin, Robert E. Mercer, John M. Carroll |
| 1992 | AIMSA | Non-Monotonic Logics: A Valuations-Based Approach. | Philippe Besnard, Robert E. Mercer |
| 1988 | COLING | Solving some persistent presupposition problems. | Robert E. Mercer |