Megh Thakkar
18 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (45) 🗃️ Keyword Collector (83)
💎
Century Club · Bronze
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Unstoppable · Bronze
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Prolific Year · Productive
Top co-authors
Research topics
Machine Learning
(14)
Natural Language Processing
(13)
Application Areas
(10)
Deep Learning
(9)
Artificial Intelligence
(8)
Core AI
(8)
Applications
(7)
Learning Types · Machine Learning
(7)
Learning Types · Deep Learning
(7)
Resources & Methods
(4)
Computer Vision
(2)
Architectures
(2)
Core Methods
(2)
Optimization & Theory
(2)
Understanding
(2)
Keywords
data augmentation
(5)
hyperbolic space
(5)
question answering
(2)
large language model
(2)
interpolative regularization
(2)
visual reasoning
(2)
vision-language model
(2)
benchmark evaluation
(2)
chart understanding
(2)
text classification
(2)
multimodal learning
(2)
sentence classification
(2)
chart summarization
(2)
multilingual nlp
(1)
preference alignment
(1)
sequence labeling
(1)
direct preference optimization
(1)
curriculum learning
(1)
adversarial robustness
(1)
zero-shot learning
(1)
Papers
ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild
COLING 2025
ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering
ACL 2025
ColMate: Contrastive Late Interaction and Masked Text for Multimodal Document Retrieval
EMNLP 2025
Combining Domain and Alignment Vectors Provides Better Knowledge-Safety Trade-offs in LLMs
ACL 2025
AdaPT: A Set of Guidelines for Hyperbolic Multimodal Multilingual NLP
NAACL 2024
A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques
ACL 2024
WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks
NeurIPS 2024
Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications
ACL 2023
Self-Influence Guided Data Reweighting for Language Model Pre-training
EMNLP 2023
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations
ACL 2023
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization
ACL 2022
CIAug: Equipping Interpolative Augmentation with Curriculum Learning
NAACL 2022
DMix: Adaptive Distance-aware Interpolative Mixup
ACL 2022
PISA: PoIncaré Saliency-Aware Interpolative Augmentation
Interspeech 2022
Tweet Based Reach Aware Temporal Attention Network for NFT Valuation
EMNLP 2022
HypMix: Hyperbolic Interpolative Data Augmentation
EMNLP 2021
[RETRACTED] DMix: Distance Constrained Interpolative Mixup
EMNLP 2021
[RETRACTED] Sequence Mixup for Zero-Shot Cross-Lingual Part-Of-Speech Tagging
EMNLP 2021