Ehsan Doostmohammadi
9 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird
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The Questioner
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Research topics
Natural Language Processing
(7)
Machine Learning
(5)
Generation
(5)
Resources & Methods
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Optimization & Theory
(3)
Architectures
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types
(2)
Understanding
(2)
Application Areas
(1)
Applications
(1)
Core AI
(1)
Keywords
retrieval-augmented language model
(3)
language model
(2)
language modeling
(2)
sequence labeling
(2)
retrieval-augmented generation
(2)
information retrieval
(1)
language identification
(1)
commonsense knowledge
(1)
word segmentation
(1)
multimodal learning
(1)
visual question answering
(1)
part-of-speech tagging
(1)
generalization ability
(1)
training efficiency
(1)
language model training
(1)
recurrent neural network
(1)
support vector machine
(1)
data efficiency
(1)
text classification
(1)
ensemble learning
(1)
Papers
Studying the Role of Input-Neighbor Overlap in Retrieval-Augmented Language Models Training Efficiency
EMNLP 2025
How Reliable Are Automatic Evaluation Methods for Instruction-Tuned LLMs?
EMNLP 2024
On the Generalization Ability of Retrieval-Enhanced Transformers
EACL 2023
Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language Models
ACL 2023
On the Effects of Video Grounding on Language Models
COLING 2022
Joint Persian Word Segmentation Correction and Zero-Width Non-Joiner Recognition Using BERT
COLING 2020
Persian Ezafe Recognition Using Transformers and Its Role in Part-Of-Speech Tagging
EMNLP 2020
Ghmerti at SemEval-2019 Task 6: A Deep Word- and Character-based Approach to Offensive Language Identification
SemEval 2019
Investigating Machine Learning Methods for Language and Dialect Identification of Cuneiform Texts
NAACL 2019