Malaikannan Sankarasubbu
10 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver
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Unstoppable · Bronze
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Century Club · Bronze
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Research topics
Natural Language Processing
(10)
Applications
(7)
Artificial Intelligence
(4)
Core AI
(4)
Resources & Methods
(4)
Deep Learning
(3)
Healthcare & Medicine
(3)
Clinical
(2)
Learning Types · Deep Learning
(2)
Machine Learning
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Keywords
large language model
(5)
question answering
(2)
clinical trial
(2)
natural language inference
(2)
biomedical text
(2)
medical domain
(2)
fact verification
(1)
multimodal learning
(1)
code generation
(1)
sql generation
(1)
biomedical domain
(1)
instruction fine-tuning
(1)
tabular data
(1)
pre-trained language model
(1)
text encoder
(1)
sentence embedding
(1)
query answering
(1)
few-shot prompting
(1)
evidence retrieval
(1)
clinical text
(1)
Papers
Saama Technologies at SemEval-2025 Task 8: Few-shot prompting with LLM-generated examples for question answering on tabular data
SemEval 2025
Gemini Goes to Med School: Exploring the Capabilities of Multimodal Large Language Models on Medical Challenge Problems & Hallucinations
NAACL 2024
Saama Technologies at BioLaySumm: Abstract based fine-tuned models with LoRA
ACL 2024
Saama Technologies at EHRSQL 2024: SQL Generation through Classification Answer Selector by LLM
NAACL 2024
Saama Technologies at SemEval-2024 Task 2: Three-module System for NLI4CT Enhanced by LLM-generated Intermediate Labels
SemEval 2024
Med-HALT: Medical Domain Hallucination Test for Large Language Models
CoNLL 2023
Saama AI Research at SemEval-2023 Task 7: Exploring the Capabilities of Flan-T5 for Multi-evidence Natural Language Inference in Clinical Trial Data
SemEval 2023
BioSimCSE: BioMedical Sentence Embeddings using Contrastive learning
EMNLP 2022
BioELECTRA:Pretrained Biomedical text Encoder using Discriminators
NAACL 2021
Saama Research at MEDIQA 2019: Pre-trained BioBERT with Attention Visualisation for Medical Natural Language Inference
ACL 2019