Aman Kumar

10 papers · 2002–2026 · 5 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🏃 Academic Marathon (22) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (12) 🧭 Keyword Pioneer 💎 Century Club (10) 📈 Trend Setter

Conferences

COLING (4) EMNLP (3) AAAI (1) INTERSPEECH (1) NAACL (1)

Top co-authors

Hassan Alam (5) Rachmat Hartono (3) Manan Vyas (2) Hua Cheng (2) Che Wilcox (2) Timotius Tjahjadi (2) Crystal Nakatsu (2) Yuliya Tarnikova (2) Paul Llido (2) Tina Werner (2)

Keywords

domain adaptation (3) named entity recognition (2) information extraction (1) natural language generation (1) question answering (1) preference optimization (1) automatic speech recognition (1) question generation (1) paraphrase generation (1) synthetic data generation (1) fault diagnosis (1) knowledge graph (1) benchmark dataset (1) entity extraction (1) sequence-to-sequence model (1) sentence summarization (1) small language model (1) behavior prediction (1) indic language (1) speech recognition accuracy (1)

Papers

Building Domain-Specific Small Language Models via Guided Data Generation AAAI 2026

Personalized-ABA: Personalized Treatment Plan Generation for Applied Behavior Analysis using Natural Language Processing EMNLP 2024

IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages EMNLP 2022

FabKG: A Knowledge graph of Manufacturing Science domain utilizing structured and unconventional unstructured knowledge source NAACL 2022

Modifying Amazon’s Alexa ASR Grammar and Lexicon — A Case Study INTERSPEECH 2017

Experiments in Candidate Phrase Selection for Financial Named Entity Extraction - A Demo COLING 2016

Revisiting Arabic Semantic Role Labeling using SVM Kernel Methods COLING 2012

Online Word Games for Semantic Data Collection EMNLP 2008

Automatic Semantic Grouping in a Spoken Language User Interface Toolkit COLING 2002

Extending a Broad-Coverage Parser for a General NLP Toolkit COLING 2002