Robert E. Mercer

Orcid: 0000-0002-0080-715X

Affiliations:
  • University of Western Ontario, Canada


According to our database1, Robert E. Mercer authored at least 121 papers between 1985 and 2024.

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Bibliography

2024
Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Anisotropy is Not Inherent to Transformers.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Enhancing Scientific Document Summarization with Research Community Perspective and Background Knowledge.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Modeling Biochemistry Arguments.
Proceedings of the 24th Workshop on Computational Models of Natural Argument co-located with 10th International Conference on Computational Models of Argument (COMMA 2024), 2024

2023
Chemical identification and indexing in full-text articles: an overview of the NLM-Chem track at BioCreative VII.
Database J. Biol. Databases Curation, 2023

Addressing Entity Change in Procedural Ontologies.
Proceedings of the 15th International Joint Conference on Knowledge Discovery, 2023

Identifying Protein-Protein Interaction using Tree-Transformers and Heterogeneous Graph Neural Network.
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

Investigating the Learning Behaviour of In-Context Learning: A Comparison with Supervised Learning.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Extracting Drug-Drug and Protein-Protein Interactions from Text using a Continuous Update of Tree-Transformers.
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

Personality Trait Detection using an Hierarchy of Tree-transformers and Graph Attention Network.
Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023

2022
MeSHup: Corpus for Full Text Biomedical Document Indexing.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Building a Synthetic Biomedical Research Article Citation Linkage Corpus.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Evaluation Benchmarks for Spanish Sentence Representations.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Protein-Protein Interaction Extraction using Attention-based Tree-Structured Neural Network Models.
Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

A Unified Representation and Deep Learning Architecture for Argumentation Mining of Students' Persuasive Essays.
Proceedings of the 22nd Workshop on Computational Models of Natural Argument, 2022

Method Entity Extraction from Biomedical Texts.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

BioCite: A Deep Learning-based Citation Linkage Framework for Biomedical Research Articles.
Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

A Unified Representation and a Decoupled Deep Learning Architecture for Argumentation Mining of Students' Persuasive Essays.
Proceedings of the 9th Workshop on Argument Mining, 2022

KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Interpretable Representation Learning for Personality Detection.
Proceedings of the 2021 International Conference on Data Mining, 2021

Emotion Recognition and Sentiment Classification using BERT with Data Augmentation and Emotion Lexicon Enrichment.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

An Experimental Comparison of the Geometry of Models Trained on Natural Language and Synthetic Data.
Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021

Encoding Dependency Information inside Tree Transformer.
Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021

2020
Multilingual Semantic Textual Similarity using Multilingual Word Representations.
Proceedings of the IEEE 14th International Conference on Semantic Computing, 2020

A Lexicon-Based Approach for Detecting Hedges in Informal Text.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Multilingual Corpus Creation for Multilingual Semantic Similarity Task.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Semantic Search for Biomedical Texts using Predicate-Argument Structure.
Proceedings of the 12th International Joint Conference on Knowledge Discovery, 2020

Investigating Citation Linkage as a Sentence Similarity Measurement Task Using Deep Learning.
Proceedings of the Advances in Artificial Intelligence, 2020

Investigating Relational Recurrent Neural Networks with Variable Length Memory Pointer.
Proceedings of the Advances in Artificial Intelligence, 2020

Modelling Sentence Pairs via Reinforcement Learning: An Actor-Critic Approach to Learn the Irrelevant Words.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Ontological Knowledge for Rhetorical Move Analysis.
Computación y Sistemas, 2019

Improving Tree-LSTM with Tree Attention.
Proceedings of the 13th IEEE International Conference on Semantic Computing, 2019

Identifying Protein-Protein Interaction Using Tree LSTM and Structured Attention.
Proceedings of the 13th IEEE International Conference on Semantic Computing, 2019

Multi-Channel Convolutional Neural Network for Twitter Emotion and Sentiment Recognition.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Design of a Biochemistry Procedure-Oriented Ontology.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2019

Biochemistry Procedure-oriented Ontology: A Case Study.
Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

Incorporating Figure Captions and Descriptive Text in MeSH Term Indexing.
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

Annotation of Rhetorical Moves in Biochemistry Articles.
Proceedings of the 6th Workshop on Argument Mining, ArgMining@ACL 2019, Florence, Italy, 2019

Semantic Roles: Towards Rhetorical Moves in Writing About Experimental Procedures.
Proceedings of the Advances in Artificial Intelligence, 2019

Efficient Transformer-Based Sentence Encoding for Sentence Pair Modelling.
Proceedings of the Advances in Artificial Intelligence, 2019

You Only Need Attention to Traverse Trees.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
A Novel Neural Sequence Model with Multiple Attentions for Word Sense Disambiguation.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Improving Neural Sequence Labelling Using Additional Linguistic Information.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Understanding Privacy Dichotomy in Twitter.
Proceedings of the 29th on Hypertext and Social Media, 2018

Using Shallow Semantic Analysis to Implement Automated Quality Assessment of Web Health Care Information.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2018

2017
Identifying genotype-phenotype relationships in biomedical text.
J. Biomed. Semant., 2017

Investigating Citation Linkage with Machine Learning.
Proceedings of the Advances in Artificial Intelligence, 2017

2016
Supervised classification of spam emails with natural language stylometry.
Neural Comput. Appl., 2016

Privacy Behaviour and Profile Configuration in Twitter.
Proceedings of the 25th International Conference on World Wide Web, 2016

Privacy Preference Inference via Collaborative Filtering.
Proceedings of the Tenth International Conference on Web and Social Media, 2016

2015
Visual analytics for supporting evidence-based interpretation of molecular cytogenomic findings.
Proceedings of the 2015 Workshop on Visual Analytics in Healthcare, 2015

Summary Sentence Classification Using Stylometry.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Identification and Disambiguation of Lexical Cues of Rhetorical Relations across Different Text Genres.
Proceedings of the First Workshop on Linking Computational Models of Lexical, 2015

Social computing and intelligence: exploring opportunities for the public and the enterprise.
Proceedings of 25th Annual International Conference on Computer Science and Software Engineering, 2015

2014
A methodological approach to identifying and quantifying video game difficulty factors.
Entertain. Comput., 2014

The Use of Text Similarity and Sentiment Analysis to Examine Rationales in the Large-Scale Online Deliberations.
Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, 2014

Extracting Imperatives from Wikipedia Article for Deletion Discussions.
Proceedings of the First Workshop on Argument Mining, 2014

An automated method to build a corpus of rhetorically-classified sentences in biomedical texts.
Proceedings of the First Workshop on Argument Mining, 2014

Titles That Announce Argumentative Claims in Biomedical Research Articles.
Proceedings of the First Workshop on Argument Mining, 2014

Extracting Higher Order Relations From Biomedical Text.
Proceedings of the First Workshop on Argument Mining, 2014

2013
Extracting Connected Concepts from Biomedical Texts using Fog Index.
CoRR, 2013

Personalized Spam Filtering with Natural Language Attributes.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Classifying Spam Emails Using Text and Readability Features.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Tracking Severe Storms Using a Pseudo Storm Concept.
Proceedings of the Tenth Conference on Computer and Robot Vision, 2013

Identifying Explicit Discourse Connectives in Text.
Proceedings of the Advances in Artificial Intelligence, 2013

An Experimental Approach to Identifying Prominent Factors in Video Game Difficulty.
Proceedings of the Advances in Computer Entertainment - 10th International Conference, 2013

2012
The Structure of Scientific Articles: Applications to Citation Indexing and Summarization Simone Teufel (University of Cambridge) Stanford, CA: CSLI Publications (CSLI Studies in Computational Linguistics), 2010, xii+518 pp; hardbound, ISBN 978-1-57586-555-3, $70.00; paperbound, ISBN 978-1-57586-556-0, $32.50.
Comput. Linguistics, 2012

Investigating keyphrase indexing with text denoising.
Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012

Improving Supervised Keyphrase Indexer Classification of Keyphrases with Text Denoising.
Proceedings of the Outreach of Digital Libraries: A Globalized Resource Network, 2012

A Machine Learning Approach for Phenotype Name Recognition.
Proceedings of the COLING 2012, 2012

Method Mention Extraction from Scientific Research Papers.
Proceedings of the COLING 2012, 2012

2011
3D Optical Flow from Doppler and Windprofiler Radar Data.
Proceedings of the VISAPP 2011, 2011

Improving Phenotype Name Recognition.
Proceedings of the Advances in Artificial Intelligence, 2011

2009
Monotonic Answer Set Programming.
J. Log. Comput., 2009

2007
Sequential Inductive Transfer for Coronary Artery Disease Diagnosis.
Proceedings of the International Joint Conference on Neural Networks, 2007

Skeleton-Based Tornado Hook Echo Detection.
Proceedings of the International Conference on Image Processing, 2007

2006
On Probing and Multi-Threading in Platypus.
Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

Using Hedges to Classify Citations in Scientific Articles.
Proceedings of the Computing Attitude and Affect in Text: Theory and Applications, 2006

2005
3D velocity from 3D Doppler radial velocity.
Int. J. Imaging Syst. Technol., 2005

Platypus: A Platform for Distributed Answer Set Solving.
Proceedings of the Logic Programming and Nonmonotonic Reasoning, 2005

2004
The Frequency of Hedging Cues in Citation Contexts in Scientific Writing.
Proceedings of the Advances in Artificial Intelligence, 2004

2003
Tracking Weather Storms Using 3D Doppler Radial Velocity Information.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

Optimality Theory through Default Logic.
Proceedings of the KI 2003: Advances in Artificial Intelligence, 2003

Polyvise: A Tool for Exploring Fourdimensional Uniform Polytopes206.
Proceedings of the Sixth IASTED International Conference on Computer Graphics and Imaging, 2003

Properties of maximal cliques of a pair-wise compatibility graph for three nonmonotonic reasoning system.
Proceedings of the Answer Set Programming, 2003

Lukaszewicz-style Answer Set Programming: A Preliminary Report.
Proceedings of the Answer Set Programming, 2003

The Importance of Fine-Grained Cue Phrases in Scientific Citations.
Proceedings of the Advances in Artificial Intelligence, 2003

2002
Fuzzy points: algebra and application.
Pattern Recognit., 2002

Planning animation cinematography and shot structure to communicate theme and mood.
Proceedings of the 2nd International Symposium on Smart Graphics, 2002

Variations in Computing Science's Disciplinary Diversity.
Proceedings of the Informatics Curricula and Teaching Methods, 2002

Life-long Learning through Task Rehersal and Selective Transfer.
Proceedings of the 2002 International Conference on Machine Learning and Applications, 2002

Intelligent Feedback Flow Control in ATM ABR Service.
Proceedings of the IASTED International Conference on Communications, 2002

The Task Rehearsal Method of Life-Long Learning: Overcoming Impoverished Data.
Proceedings of the Advances in Artificial Intelligence, 2002

A Lexical Functional Mapping Algorithm.
Proceedings of the Advances in Artificial Intelligence, 2002

Using Communicative Acts to Plan the Cinematographic Structure of Animations.
Proceedings of the Advances in Artificial Intelligence, 2002

2001
Crystal Lattice Automata.
Proceedings of the Implementation and Application of Automata, 2001

Interactive Metamorphic Visuals: Exploring Polyhedral Relationships.
Proceedings of the International Conference on Information Visualisation, 2001

3D regularized velocity from 3D Doppler radial velocity.
Proceedings of the 2001 International Conference on Image Processing, 2001

Comparing a Pair-Wise Compatibility Heuristic and Relaxed Stratification: Some Preliminary Results.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2001

Planning Animations Using Cinematography Knowledge.
Proceedings of the Advances in Artificial Intelligence, 2001

2000
Optimal Belief Revision
CoRR, 2000

Realizing Presuppositions in a Montague Grammar-Like Fragment of English.
Comput. Intell., 2000

Towards an Automated Citation Classifier.
Proceedings of the Advances in Artificial Intelligence, 2000

1998
Tracking severe weather storms in Doppler radar images.
Int. J. Imaging Syst. Technol., 1998

The Parallel Transfer of Task Knowledge Using Dynamic Learning Rates Based on a Measure of Relatedness.
Proceedings of the Learning to Learn., 1998

1997
Are Interactive Media as Large as Life and Half as Natural?
Proceedings of the Design of Computing Systems: Social and Ergonomic Considerations, 1997

1996
An Empirical Inverstigation of the Forward Checking Algorithm and Its Derivatives.
Proceedings of the Eigth International Conference on Tools with Artificial Intelligence, 1996

Tracking fuzzy storm centers in Doppler radar images.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

A New Model of Hard Binary Constraint Satisfaction Problems.
Proceedings of the Advances in Artificial Intelligence, 1996

1994
Minimal Forward Checking.
Proceedings of the Sixth International Conference on Tools with Artificial Intelligence, 1994

Strom Tracking in Doppler RAdar Images.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993
Designing a Stochastic Parameter Reasoner.
Proceedings of the Computing and Information, 1993

1992
Default Logic: Towards a Common Logical Semantics for Presuppositions and Entailments.
J. Semant., 1992

Non-Monotonic Logics: A Valuations-Based Approach.
Proceedings of the Artificial Intelligence V: Methodology, Systems, Applications, 1992

1991
Presuppositions and Default Reasoning: A Study in Lexical Pragmatics.
Proceedings of the Lexical Semantics and Knowledge Representation, 1991

1989
The Importance of Open and Recursive Circumscription.
Artif. Intell., 1989

1988
Solving some persistent presupposition problems.
Proceedings of the 12th International Conference on Computational Linguistics, 1988

1987
Domain circumscription: a reevaluation.
Comput. Intell., 1987

1985
On the adequacy of predicate circumscription for closed-world reasoning.
Comput. Intell., 1985


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