Ehsan Kamalloo
8 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Natural Language Processing
(4)
Deep Learning
(3)
Machine Learning
(3)
Applications
(3)
Artificial Intelligence
(2)
Core AI
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Interdisciplinary
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Linguistics
(1)
Optimization & Theory
(1)
Keywords
sample efficiency
(1)
domain generalization
(1)
knowledge distillation
(1)
natural language inference
(1)
multilingual nlp
(1)
data augmentation
(1)
multilingual retrieval
(1)
conversational ai
(1)
response generation
(1)
adversarial training
(1)
dense retrieval
(1)
context modeling
(1)
semantic similarity
(1)
generative model
(1)
semantic embedding
(1)
language model robustness
(1)
retrieval-augmented generation
(1)
hallucination rate
(1)
hallucination detection
(1)
robustness evaluation
(1)
Papers
“Knowing When You Don’t Know”: A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation
EMNLP 2024
Evaluating Embedding APIs for Information Retrieval
ACL 2023
Evaluating Open-Domain Question Answering in the Era of Large Language Models
ACL 2023
When Chosen Wisely, More Data Is What You Need: A Universal Sample-Efficient Strategy For Data Augmentation
ACL 2022
Not Far Away, Not So Close: Sample Efficient Nearest Neighbour Data Augmentation via MiniMax
ACL 2021
Augmenting Neural Response Generation with Context-Aware Topical Attention
ACL 2019
Evaluating Coherence in Dialogue Systems using Entailment
ACL 2019
Evaluating Coherence in Dialogue Systems using Entailment
NAACL 2019