Adam Faulkner

According to our database, Adam Faulkner authored at least 10 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Enhancing LLM Instruction Following: An Evaluation-Driven Multi-Agentic Workflow for Prompt Instructions Optimization.

Alberto Purpura, Li Wang, Sahil Badyal, Eugenio Beaufrand, Adam Faulkner

CoRR, January, 2026

Deconstructing Instruction-Following: A New Benchmark for Granular Evaluation of Large Language Model Instruction Compliance Abilities.

Alberto Purpura, Li Wang, Sahil Badyal, Eugenio Beaufrand, Adam Faulkner

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2022

Unsupervised Data Augmentation for Aspect Based Sentiment Analysis.

David Z. Chen, Adam Faulkner, Sahil Badyal

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Towards Theme Detection in Personal Finance Questions.

John Xi Qiu, Adam Faulkner, Aysu Ezen-Can

CoRR, 2021

Error-Sensitive Evaluation for Ordinal Target Variables.

David Chen, Maury Courtland, Adam Faulkner, Aysu Ezen-Can

Proceedings of the 2nd Workshop on Evaluation and Comparison of NLP Systems, 2021

2020

Efficient Automatic Punctuation Restoration Using Bidirectional Transformers with Robust Inference.

Maury Courtland, Adam Faulkner, Gayle McElvain

Proceedings of the 17th International Conference on Spoken Language Translation, 2020

2018

Toward Cross-Domain Engagement Analysis in Medical Notes.

Sara Rosenthal, Adam Faulkner

Proceedings of the BioNLP 2018 workshop, Melbourne, Australia, July 19, 2018, 2018

2014

Automated Classification of Argument Stance in Student Essays: A Linguistically Motivated Approach with an Application for Supporting Argument Summarization.

Adam Faulkner

PhD thesis, 2014

Automated Classification of Stance in Student Essays: An Approach Using Stance Target Information and the Wikipedia Link-Based Measure.

Adam Faulkner

Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

2012

Building Subjectivity Lexicon(s) from Scratch for Essay Data.

Beata Beigman Klebanov, Jill Burstein, Nitin Madnani, Adam Faulkner, Joel R. Tetreault

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2012