Dhruv Kumar
18 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(13)
Artificial Intelligence
(10)
Core AI
(10)
Machine Learning
(8)
Generation
(8)
Deep Learning
(7)
Learning Types Β· Machine Learning
(6)
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Keywords
large language model
(5)
text revision
(4)
text editing
(4)
natural language generation
(3)
text generation
(3)
unsupervised learning
(2)
text simplification
(2)
writing assistance
(2)
grammatical error correction
(2)
language model
(2)
sentence simplification
(2)
instruction tuning
(2)
semantic analysis
(1)
semantic parsing
(1)
attention mechanism
(1)
direct preference optimization
(1)
representation learning
(1)
speech recognition
(1)
style transfer
(1)
neural network optimization
(1)
Papers
A Hybrid Supervised-LLM Pipeline for Actionable Suggestion Mining in Unstructured Customer Reviews
EACL 2026
BITS Pilani at SemEval-2026 Task 9: Structured Supervised Fine-Tuning with DPO Refinement for Polarization Detection
SemEval 2026
From Trust to Compromise: Outcome-Verified LLM Phishing Simulation and Real-Time Defense
ACL 2026
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval-Augmented Generation Across Learning Styles
EMNLP 2025
ReviewEval: An Evaluation Framework for AI-Generated Reviews
EMNLP 2025
ContraDoc: Understanding Self-Contradictions in Documents with Large Language Models
NAACL 2024
mEdIT: Multilingual Text Editing via Instruction Tuning
NAACL 2024
Personalized Text Generation with Fine-Grained Linguistic Control
EACL 2024
CoEdIT: Text Editing by Task-Specific Instruction Tuning
EMNLP 2023
Speakerly: A Voice-based Writing Assistant for Text Composition
EMNLP 2023
GRS: Combining Generation and Revision in Unsupervised Sentence Simplification
ACL 2022
Improving Iterative Text Revision by Learning Where to Edit from Other Revision Tasks
EMNLP 2022
Read, Revise, Repeat: A System Demonstration for Human-in-the-loop Iterative Text Revision
ACL 2022
Understanding Iterative Revision from Human-Written Text
ACL 2022
Optimizing Deeper Transformers on Small Datasets
ACL 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
ACL 2021
Iterative Edit-Based Unsupervised Sentence Simplification
ACL 2020
Online abuse detection: the value of preprocessing and neural attention models
NAACL 2019