Aman Kumar
10 papers · 2002–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (22) π£ Hot Topic Early Bird π Cross-Pollinator (14) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
π§
Keyword Pioneer
π
Century Club
(10)
π
Trend Setter
Conferences
COLING (4)
EMNLP (3)
AAAI (1)
INTERSPEECH (1)
NAACL (1)
Top co-authors
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 Amazonβs Alexa ASR Grammar and Lexicon β 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