Elijah Mayfield

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 12

Top Topics

Online Discussion

Classification Schemes

Causal Reasoning

Top Venues

Publications

Michael Madaio, Su Lin Blodgett, Elijah Mayfield, Ezekiel Dixon-Román
Confronting Structural Inequities in AI for Education. CoRR (2021)
Yohan Jo, Elijah Mayfield, Chris Reed, Eduard H. Hovy
Machine-Aided Annotation for Fine-Grained Proposition Types in Argumentation. LREC (2020)
Christopher Grimsley, Elijah Mayfield, Julia R. S. Bursten
Why Attention is Not Explanation: Surgical Intervention and Causal Reasoning about Neural Models. LREC (2020)
Elijah Mayfield, Alan W. Black
Should You Fine-Tune BERT for Automated Essay Scoring? BEA@ACL (2020)
Elijah Mayfield, Michael Madaio, Shrimai Prabhumoye, David Gerritsen, Brittany McLaughlin, Ezekiel Dixon-Román, Alan W. Black
Equity Beyond Bias in Language Technologies for Education. BEA@ACL (2019)
Elijah Mayfield, Alan W. Black
Analyzing Wikipedia Deletion Debates with a Group Decision-Making Forecast Model. Proc. ACM Hum. Comput. Interact. 3 (CSCW) (2019)
Shrimai Prabhumoye, Elijah Mayfield, Alan W. Black
Principled Frameworks for Evaluating Ethics in NLP Systems. WNLP@ACL (2019)
Diyi Yang, Robert E. Kraut, Tenbroeck Smith, Elijah Mayfield, Dan Jurafsky
Seekers, Providers, Welcomers, and Storytellers: Modeling Social Roles in Online Health Communities. CHI (2019)
Shrimai Prabhumoye, Elijah Mayfield, Alan W. Black
Principled Frameworks for Evaluating Ethics in NLP Systems. CoRR (2019)
Patti West-Smith, Stephanie Butler, Elijah Mayfield
Trustworthy Automated Essay Scoring without Explicit Construct Validity. AAAI Spring Symposia (2018)
Bronwyn Woods, David Adamson, Shayne Miel, Elijah Mayfield
Formative Essay Feedback Using Predictive Scoring Models. KDD (2017)
Shimei Pan, Elijah Mayfield, Jie Lu, Jennifer C. Lai
Signals of Expertise in Public and Enterprise Social Q&A. ICWSM (2015)
Elijah Mayfield, David Adamson, Carolyn Penstein Rosé
Recognizing Rare Social Phenomena in Conversation: Empowerment Detection in Support Group Chatrooms. ACL (1) (2013)
Elijah Mayfield, David Adamson, Carolyn Penstein Rosé
Hierarchical Conversation Structure Prediction in Multi-Party Chat. SIGDIAL Conference (2012)
Jin Mu, Karsten Stegmann, Elijah Mayfield, Carolyn Penstein Rosé, Frank Fischer
The ACODEA framework: Developing segmentation and classification schemes for fully automatic analysis of online discussions. Int. J. Comput. Support. Collab. Learn. 7 (2) (2012)
William Yang Wang, Elijah Mayfield, Suresh Naidu, Jeremiah Dittmar
Historical Analysis of Legal Opinions with a Sparse Mixed-Effects Latent Variable Model. ACL (1) (2012)
Iris K. Howley, David Adamson, Gregory Dyke, Elijah Mayfield, Jack L. Beuth, Carolyn Penstein Rosé
Group Composition and Intelligent Dialogue Tutors for Impacting Students' Academic Self-efficacy. ITS (2012)
Elijah Mayfield, David Adamson, Alexander I. Rudnicky, Carolyn Penstein Rosé
Computational representation of discourse practices across populations in task-based dialogue. ICIC (2012)
Amy Ogan, Samantha L. Finkelstein, Elijah Mayfield, Claudia D'Adamo, Noboru Matsuda, Justine Cassell
"Oh dear stacy!": social interaction, elaboration, and learning with teachable agents. CHI (2012)
Elijah Mayfield, Miaomiao Wen, Mitch Golant, Carolyn Penstein Rosé
Discovering habits of effective online support group chatrooms. GROUP (2012)
Iris K. Howley, Elijah Mayfield, Carolyn Penstein Rosé
Missing Something? Authority in Collaborative Learning. CSCL (2011)
Elijah Mayfield, Carolyn Penstein Rosé
Recognizing Authority in Dialogue with an Integer Linear Programming Constrained Model. ACL (2011)
Elijah Mayfield, Michael Garbus, David Adamson, Carolyn Penstein Rosé
Data-Driven Interaction Patterns: Authority and Information Sharing in Dialogue. AAAI Fall Symposium: Building Representations of Common Ground with Intelligent Agents (2011)
Jin Mu, Karsten Stegmann, Elijah Mayfield, Carolyn Penstein Rosé, Frank Fischer
ACODEA: A Framework for the Development of Classification Schemes for Automatic Classifications of Online Discussions. CSCL (2011)
Dong Nguyen, Elijah Mayfield, Carolyn Penstein Rosé
An analysis of perspectives in interactive settings. SOMA@KDD (2010)
Elijah Mayfield, Carolyn Penstein Rosé
An Interactive Tool for Supporting Error Analysis for Text Mining. NAACL (Demos) (2010)
Elijah Mayfield, Carolyn Penstein Rosé
Using feature construction to avoid large feature spaces in text classification. GECCO (2010)
Elijah Mayfield
Sentence diagram generation using dependency parsing. ACL/IJCNLP (Student Research Workshop) (2009)