Nitin Madnani

28 papers · 2005–2025 · 6 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (30) 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (20) 🏆 Keyword Champion (2) 📈 Trend Setter 💎 Century Club (28) 🔥 Unstoppable (7) ⚡ Prolific Year (5) 🗃️ Keyword Collector (76)

Conferences

ACL (13) NAACL (7) EMNLP (3) COLING (2) SEMEVAL (2) INTERSPEECH (1)

Top co-authors

Aoife Cahill (6) Anastassia Loukina (6) Beata Beigman Klebanov (5) Michael Heilman (5) Joel Tetreault (5) Klaus Zechner (4) John Sabatini (3) Jill Burstein (3) Martin Chodorow (3) Binod Gyawali (2)

Research topics

Education (2) Linguistics (1) Digital Humanities (1)

Keywords

natural language processing (7) educational technology (4) automated scoring (4) educational assessment (3) speech processing (2) reading comprehension (2) text classification (2) automated speech recognition (2) language learning (2) speech analysis (1) linguistic annotation (1) named entity recognition (1) bias detection (1) computational linguistics (1) speech recognition (1) software engineering (1) supervised learning (1) machine learning (1) group fairness (1) label noise (1)

Papers

Span Labeling with Large Language Models: Shell vs. Meat ACL 2025

Beyond the Repo: A Case Study on Open Source Integration with GECToR EMNLP 2023

Automated Evaluation of Writing – 50 Years and Counting ACL 2020

User-centered & Robust NLP OSS: Lessons Learned from Developing & Maintaining RSMTool EMNLP 2020

Using PRMSE to evaluate automated scoring systems in the presence of label noise ACL 2020

Automated Estimation of Oral Reading Fluency During Summer Camp e-Book Reading with MyTurnToRead INTERSPEECH 2019

My Turn To Read: An Interleaved E-book Reading Tool for Developing and Struggling Readers ACL 2019

Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications ACL 2019

The many dimensions of algorithmic fairness in educational applications ACL 2019

Toward Automated Content Feedback Generation for Non-native Spontaneous Speech ACL 2019

Atypical Inputs in Educational Applications NAACL 2018

Automated Scoring: Beyond Natural Language Processing COLING 2018

Writing Mentor: Self-Regulated Writing Feedback for Struggling Writers COLING 2018

Second Language Acquisition Modeling NAACL 2018

The ACL Anthology: Current State and Future Directions ACL 2018

Language Muse: Automated Linguistic Activity Generation for English Language Learners ACL 2016

Effective Feature Integration for Automated Short Answer Scoring NAACL 2015

Content Importance Models for Scoring Writing From Sources ACL 2014

Predicting Grammaticality on an Ordinal Scale ACL 2014

ETS: Domain Adaptation and Stacking for Short Answer Scoring SEMEVAL 2013

ParaQuery: Making Sense of Paraphrase Collections ACL 2013

Robust Systems for Preposition Error Correction Using Wikipedia Revisions NAACL 2013

Identifying High-Level Organizational Elements in Argumentative Discourse NAACL 2012

ETS: Discriminative Edit Models for Paraphrase Scoring SEMEVAL 2012

Re-examining Machine Translation Metrics for Paraphrase Identification NAACL 2012

They Can Help: Using Crowdsourcing to Improve the Evaluation of Grammatical Error Detection Systems ACL 2011

Putting the User in the Loop: Interactive Maximal Marginal Relevance for Query-Focused Summarization NAACL 2010

The Hiero Machine Translation System: Extensions, Evaluation, and Analysis EMNLP 2005