KMap
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Courses
- SNLPStatistical Natural Language Processing
- NNNeural Networks
- SFIAStatistical Foundations for the Information Age
- IRMInformation Research Methods
Grants
- Learning Science Concepts Through Metaphor Comprehension, Production, and Conversation: Behavioral, Neural and Artificial Intelligence Measures
Co-Investigator (COI)
2022
$352.8K
Active - Using Natural Language Processing to Determine Predictors of Healthy Diet and Physical Activity Behavior Change in Ovarian Cancer Survivors
Principal Investigator (PI)
2022
$129.4K
Active - Extended Methods and Software Development for Health NLP
Principal Investigator (PI)
2021
$224.0K
Active - VADER: Voice Assistant for Data Entry and Recording
Principal Investigator (PI)
2021
$56.6K
Active - Temporal Relation Discovery for Clinical Text
Principal Investigator (PI)
2019
$227.1K
Active - RIDIR: Collaborative Research: A Data Science Platform and Mechanisms for Its Sustainability
Co-Investigator (COI)
2018
$1.5M
Active - Using Natural Language Processing to Determine Predictors of Healthy Diet and Physical Activity Behavior Change in Ovarian Cancer Survivors
Multiple Principal Investigator (MPI)
2021
$209.3K
- Automated Domain Adaptation for Clinical Natural Language Processing
Principal Investigator (PI)
2018
$213.3K
- GRASP: Global Reading and Assembly for Semantic, Probabilistic World Models
Co-Investigator (COI)
2017
$9.6M
- GRASP: Global Reading and Assembly for Semantic, Probabilistic World Models
Co-Investigator (COI)
2017
$1.1M
Books
- Proceedings of the 4th Clinical Natural Language Processing Workshop
2022
- Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
2021
- Proceedings of the 3rd Clinical Natural Language Processing Workshop
2020
- Proceedings of the 2nd Clinical Natural Language Processing Workshop
2019
- Proceedings of The 12th International Workshop on Semantic Evaluation (SemEval-2018)
2018
- Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017)
2017
- Proceedings of the Clinical Natural Language Processing Workshop (ClinicalNLP)
2016
- Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016)
2016
- Proceedings of the EACL 2014 Workshop on Computational Approaches to Causality in Language (CAtoCL)
2014
- 51st Annual Meeting of the Association for Computational Linguistics Proceedings of the Student Research Workshop
2013
- Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
2013
News
- UArizona to Host DC Center for Outreach & Collaboration's Inaugural Event
2021
Publications (160)
- Toward NEPA performance: A framework for assessing EIAs
2022
- Taxonomy Builder: a Data-driven and User-centric Tool for Streamlining Taxonomy Construction
2022
- Exploring Text Representations for Generative Temporal Relation Extraction
2022
- Proceedings of the 4th Clinical Natural Language Processing Workshop
2022
- Ensemble-based Fine-Tuning Strategy for Temporal Relation Extraction from the Clinical Narrative
2022
- TEAM-Atreides at SemEval-2022 Task 11: On leveraging data augmentation and ensemble to recognize complex Named Entities in Bangla
2022
- A Comparison of Strategies for Source-Free Domain Adaptation
2022
- Lessons Learned from a Secondary Analysis Using Natural Language Processing and Machine Learning from a Lifestyle Intervention
2022
- UA-KO at SemEval-2022 Task 11: Data Augmentation and Ensembles for Korean Named Entity Recognition
2022
- Exploring transformers and time lag features for predicting changes in mood over time
2022
- Engagement with partisan Russian troll tweets during the 2016 U.S. presidential election: a social identity perspective
2022
- If You Want to Go Far Go Together: Unsupervised Joint Candidate Evidence Retrieval for Multi-hop Question Answering
2021
- Explainable Multi-hop Verbal Reasoning Through Internal Monologue
2021
- Consumer Cynicism Identification for Spanish Reviews using a Spanish Transformer Model
2021
- Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
2021
- SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing
2021
- Simplifying annotation of intersections in time normalization annotation: exploring syntactic and semantic validation
2021
- Detection of Puffery on the English Wikipedia
2021
- Triplet-Trained Vector Space and Sieve-Based Search Improve Biomedical Concept Normalization
2021
- EntityBERT: Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain
2021
- Domain adaptation in practice: Lessons from a real-world information extraction pipeline
2021
- Assessing the Russian Troll Efforts to Sow Discord on Twitter during the 2016 U.S. Election
2021
- NEPA performance: conceptualizing multi-dimensional policy objectives
2021
- Do pretrained transformers infer telicity like humans?
2021
- The University of Arizona at SemEval-2021 Task 10: Applying Self-training, Active Learning and Data Augmentation to Source-free Domain Adaptation
2021
- Proceedings of the 3rd Clinical Natural Language Processing Workshop
2020
- Fine-tuning for multi-domain and multi-label uncivil language detection
2020
- Having Your Cake and Eating It Too: Training Neural Retrieval for Language Inference without Losing Lexical Match
2020
- How does BERT's attention change when you fine-tune? An analysis methodology and a case study in negation scope
2020
- Defining and Learning Refined Temporal Relations in the Clinical Narrative
2020
- Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering
2020
- A BERT-based One-Pass Multi-Task Model for Clinical Temporal Relation Extraction
2020
- Assisting Undergraduate Students in Writing Spanish Methodology Sections
2020
- Unified Medical Language System resources improve sieve-based generation and Bidirectional Encoder Representations from Transformers (BERT)–based ranking for concept normalization
2020
- A Dataset and Evaluation Framework for Complex Geographical Description Parsing
2020
- A Generate-and-Rank Framework with Semantic Type Regularization for Biomedical Concept Normalization
2020
- Rethinking domain adaptation for machine learning over clinical language
2020
- Does BERT need domain adaptation for clinical negation detection?
2020
- TTUI at SemEval-2020 Task 11: Propaganda Detection with Transfer Learning and Ensembles
2020
- Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering
2019
- Proceedings of the 2nd Clinical Natural Language Processing Workshop
2019
- Incivility Detection in Online Comments
2019
- University of Arizona at SemEval-2019 Task 12: Deep-Affix Named Entity Recognition of Geolocation Entities
2019
- A BERT-based Universal Model for Both Within- and Cross-sentence Clinical Temporal Relation Extraction
2019
- Inferring missing metadata from environmental policy texts
2019
- Eidos, INDRA Delphi: From Free Text to Executable Causal Models
2019
- Pre-trained Contextualized Character Embeddings Lead to Major Improvements in Time Normalization: a Detailed Analysis
2019
- Alignment over Heterogeneous Embeddings for Question Answering
2019
- A Model for Identifying Steps in Undergraduate Thesis Methodology
2019
- Eidos, INDRA, & Delphi: From Free Text to Executable Causal Models
2019
- From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time Normalizations
2018
- Measuring the Latency of Depression Detection in Social Media
2018
- UArizona at the MADE1.0 NLP Challenge
2018
- Deep Affix Features Improve Neural Named Entity Recognizers
2018
- CUILESS2016: a clinical corpus applying compositional normalization of text mentions
2018
- Self-training improves Recurrent Neural Networks performance for Temporal Relation Extraction
2018
- A Survey on Recent Advances in Named Entity Recognition from Deep Learning models
2018
- Proceedings of The 12th International Workshop on Semantic Evaluation (SemEval-2018)
2018
- Embedding User Behavioral Aspect in TF-IDF Like Representation
2018
- SemEval 2018 Task 6: Parsing Time Normalizations
2018
- UArizona at the CLEF eRisk 2017 Pilot Task: Linear and Recurrent Models for Early Depression Detection
2017
- Infusing Latent User-Concerns from User Reviews into Collaborative Filtering
2017
- Unsupervised Domain Adaptation for Clinical Negation Detection
2017
- SemEval-2017 Task 12: Clinical TempEval
2017
- Towards generalizable entity-centric clinical coreference resolution
2017
- Improving Implicit Semantic Role Labeling by Predicting Semantic Frame Arguments
2017
- Neural Temporal Relation Extraction
2017
- Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports
2017
- Representations of Time Expressions for Temporal Relation Extraction with Convolutional Neural Networks
2017
- Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017)
2017
- SemEval-2016 Task 12: Clinical TempEval
2016
- Visualizing the Content of a Children's Story in a Virtual World: Lessons Learned
2016
- Analysis of Anxious Word Usage on Online Health Forums
2016
- Proceedings of the Clinical Natural Language Processing Workshop (ClinicalNLP)
2016
- Facing the most difficult case of Semantic Role Labeling: A collaboration of word embeddings and co-training
2016
- Semi-supervised CLPsych 2016 Shared Task System Submission
2016
- Improving Temporal Relation Extraction with Training Instance Augmentation
2016
- Domain Adaptation for Authorship Attribution: Improved Structural Correspondence Learning
2016
- Towards Extracting Coherent User Concerns and Their Hierarchical Organization from User Reviews
2016
- Extracting Hierarchy of Coherent User-Concerns to Discover Intricate User Behavior from User Reviews
2016
- Efficient identification of nationally mandated reportable cancer cases using natural language processing and machine learning
2016
- Why Do They Leave: Modeling Participation in Online Depression Forums
2016
- A Semantically Compositional Annotation Scheme for Time Normalization
2016
- Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016)
2016
- Multilayered temporal modeling for the clinical domain
2016
- DLS@CU at SemEval-2016 Task 1: Supervised Models of Sentence Similarity
2016
- Age and Gender Prediction on Health Forum Data
2016
- Domain Adaptation in Semantic Role Labeling Using a Neural Language Model and Linguistic Resources
2015
- Developing Language-tagged Corpora for Code-switching Tweets
2015
- DLS@CU: Sentence Similarity from Word Alignment and Semantic Vector Composition
2015
- SemEval-2015 Task 6: Clinical TempEval
2015
- Feature-Rich Two-Stage Logistic Regression for Monolingual Alignment
2015
- A survey on the application of recurrent neural networks to statistical language modeling
2015
- Extracting Time Expressions from Clinical Text
2015
- Predicting Continued Participation in Online Health Forums
2015
- Not All Character N-grams Are Created Equal: A Study in Authorship Attribution
2015
- CUAB: Supervised Learning of Disorders and their Attributes using Relations
2015
- Adapting Coreference Resolution for Narrative Processing
2015
- Dense Event Ordering with a Multi-Pass Architecture
2014
- An Annotation Framework for Dense Event Ordering
2014
- Towards automatic identification of core concepts in educational resources
2014
- Cross-Topic Authorship Attribution: Will Out-Of-Topic Data Help?
2014
- Overview for the First Shared Task on Language Identification in Code-Switched Data
2014
- Easy Does It: More Usable CAPTCHAs
2014
- Descending-Path Convolution Kernel for Syntactic Structures
2014
- The Stanford CoreNLP Natural Language Processing Toolkit
2014
- Text Mining for Open Domain Semi-Supervised Semantic Role Labeling
2014
- Temporal Annotation in the Clinical Domain
2014
- DLS@CU: Sentence Similarity from Word Alignment
2014
- ClearTK 2.0: Design Patterns for Machine Learning in UIMA
2014
- Proceedings of the EACL 2014 Workshop on Computational Approaches to Causality in Language (CAtoCL)
2014
- Back to Basics for Monolingual Alignment: Exploiting Word Similarity and Contextual Evidence
2014
- Identifying Weak Sentences in Student Drafts: A Tutoring System
2014
- SemEval-2013 Task 3: Spatial Role Labeling
2013
- Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
2013
- Normalization and standardization of electronic health records for high-throughput phenotyping: the SHARPn consortium
2013
- Discovering body site and severity modifiers in clinical texts
2013
- ClearTK-TimeML: A minimalist approach to TempEval 2013
2013
- Characterizing and Predicting the Multifaceted Nature of Quality in Educational Web Resources
2013
- Automatic extraction of core learning goals and generation of pedagogical sequences through a collection of digital library resources
2013
- Discovering Temporal Narrative Containers in Clinical Text
2013
- CU: Computational Assessment of Short Free Text Answers - A Tool for Evaluating Students' Understanding
2013
- DLS@CU-CORE: A Simple Machine Learning Model of Semantic Textual Similarity
2013
- 51st Annual Meeting of the Association for Computational Linguistics Proceedings of the Student Research Workshop
2013
- A Synchronous Context Free Grammar for Time Normalization
2013
- SemEval-2012 Task 3: Spatial Role Labeling
2012
- Identifying science concepts and student misconceptions in an interactive essay writing tutor
2012
- Citation-based bootstrapping for large-scale author disambiguation
2012
- Annotating Story Timelines as Temporal Dependency Structures
2012
- Extracting Narrative Timelines as Temporal Dependency Structures
2012
- Skip N-grams and Ranking Functions for Predicting Script Events
2012
- Using Query Patterns to Learn the Duration of Events
2011
- Model-Portability Experiments for Textual Temporal Analysis
2011
- How Good are Humans at Solving CAPTCHAs? A Large Scale Evaluation
2010
- Semantically Informed Machine Translation (SIMT)
2010
- Crowdsourcing and language studies: the new generation of linguistic data
2010
- Who Should I Cite? Learning Literature Search Models from Citation Behavior
2010
- Early ERP Effects of the Metaphorical Profile of a Word
2010
- Automatically assessing resource quality for educational digital libraries
2009
- ClearTK: A Framework for Statistical Natural Language Processing
2009
- Automatically characterizing resource quality for educational digital libraries
2009
- Towards Temporal Relation Discovery from the Clinical Narrative
2009
- Building Test Suites for UIMA Components
2009
- Topic model methods for automatically identifying out-of-scope resources
2009
- Decaptcha: Breaking 75\% of eBay Audio CAPTCHAs
2009
- Topic Model Analysis of Metaphor Frequency for Psycholinguistic Stimuli
2009
- Instructor's Solution Manual for Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition (Second Edition)
2008
- Building a Corpus of Temporal-Causal Structure
2008
- ClearTK: A UIMA Toolkit for Statistical Natural Language Processing
2008
- Learning Semantic Links from a Corpus of Parallel Temporal and Causal Relations
2008
- Semantic Role Labeling for Protein Transport Predicates
2008
- CU-TMP: Temporal Relation Classification Using Syntactic and Semantic Features
2007
- Semantic integration in learning from text
2007
- Timelines from Text: Identification of Syntactic Temporal Relations
2007
- Finding Temporal Structure in Text: Machine Learning of Syntactic Temporal Relations
2007
- Finding Event, Temporal and Causal Structure in Text: A Machine Learning Approach
2007
- Identification of Event Mentions and their Semantic Class
2006
- Extracting opinion propositions and opinion holders using syntactic and lexical cues
2005
- Automatic extraction of opinion propositions and their holders
2004
- Building a foundation system for producing short answers to factual questions
2002