Varun Gumma
9 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(20)
β‘
Prolific Year
(6)
β
The Questioner
Conferences
EACL (3)
NAACL (3)
ACL (2)
EMNLP (1)
Top co-authors
Keywords
large language model
(5)
low-resource language
(5)
multilingual evaluation
(3)
multilingual nlp
(2)
human evaluation
(2)
speech synthesis
(1)
cultural nuance
(1)
sentiment analysis
(1)
document-level translation
(1)
multimodal learning
(1)
model calibration
(1)
summarization evaluation
(1)
code-mixed text
(1)
synthetic data generation
(1)
pairwise comparison
(1)
text generation
(1)
instruction tuning
(1)
parameter-efficient fine-tuning
(1)
data contamination
(1)
neural machine translation
(1)
Papers
UPDESH: Synthesizing Grounded Instruction Tuning Data for 13 Indic Languages
ACL 2026
Beyond Metrics: Evaluating LLMs Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios
ACL 2025
Towards Inducing Long-Context Abilities in Multilingual Neural Machine Translation Models
NAACL 2025
MunTTS: A Text-to-Speech System for Mundari
EACL 2024
PARIKSHA: A Large-Scale Investigation of Human-LLM Evaluator Agreement on Multilingual and Multi-Cultural Data
EMNLP 2024
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks
NAACL 2024
METAL: Towards Multilingual Meta-Evaluation
NAACL 2024
MAFIA: Multi-Adapter Fused Inclusive Language Models
EACL 2024
Are Large Language Model-based Evaluators the Solution to Scaling Up Multilingual Evaluation?
EACL 2024