Akbar Karimi
11 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (27) 🏃 Academic Marathon · Sprint 🧬 Topic Evolution
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Keyword Collector
(56)
🔥
Unstoppable · Bronze
❓
The Questioner
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Prolific Year · Productive
💎
Century Club · Bronze
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Research topics
Natural Language Processing
(9)
Machine Learning
(8)
Applications
(8)
Artificial Intelligence
(4)
Application Areas
(4)
Core AI
(4)
Deep Learning
(3)
Core Methods
(3)
Learning Types · Machine Learning
(2)
Speech & Audio
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Processing
(1)
Recognition
(1)
Keywords
data augmentation
(5)
text classification
(2)
adversarial robustness
(1)
knowledge extraction
(1)
mathematical reasoning
(1)
natural language inference
(1)
bias mitigation
(1)
knowledge graph
(1)
named entity recognition
(1)
text generation
(1)
semantic analysis
(1)
class imbalance
(1)
toxic content detection
(1)
token classification
(1)
hierarchical structure
(1)
cross-lingual transfer
(1)
multi-task learning
(1)
noise injection
(1)
hallucination detection
(1)
adversarial learning
(1)
Papers
Label-Consistent Data Generation for Aspect-Based Sentiment Analysis Using LLM Agents
EACL 2026
ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem Solving
ACL 2025
Encoder Fine-tuning with Stochastic Sampling Outperforms Open-weight GPT in Astronomy Knowledge Extraction
AACL 2025
Explainable Hallucination through Natural Language Inference Mapping
ACL 2025
Improving Low-Resource Dialect Classification Using Retrieval-based Voice Conversion
Interspeech 2025
Multi-Hop Reasoning for Question Answering with Hyperbolic Representations
ACL 2025
Do Multilingual Large Language Models Mitigate Stereotype Bias?
ACL 2024
CAISA at SemEval-2023 Task 8: Counterfactual Data Augmentation for Mitigating Class Imbalance in Causal Claim Identification
SemEval 2023
CAISA@SMM4H’22: Robust Cross-Lingual Detection of Disease Mentions on Social Media with Adversarial Methods
COLING 2022
AEDA: An Easier Data Augmentation Technique for Text Classification
EMNLP 2021
UniParma at SemEval-2021 Task 5: Toxic Spans Detection Using CharacterBERT and Bag-of-Words Model
SemEval 2021