Varun Gumma
9 papers · 2024–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird ❓ The Questioner
⚡
Prolific Year · Productive
Top co-authors
Research topics
Natural Language Processing
(7)
Resources & Methods
(6)
Artificial Intelligence
(5)
Deep Learning
(5)
Machine Learning
(4)
Core AI
(4)
Models
(4)
Applications
(3)
Application Areas
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Speech & Audio
(1)
Learning Types · Deep Learning
(1)
Synthesis
(1)
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)
pre-trained language model
(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
Are Large Language Model-based Evaluators the Solution to Scaling Up Multilingual Evaluation?
EACL 2024
MAFIA: Multi-Adapter Fused Inclusive Language Models
EACL 2024
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks
NAACL 2024
METAL: Towards Multilingual Meta-Evaluation
NAACL 2024
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