Mahmud Elahi Akhter
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Hot Topic Early Bird
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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The Questioner
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Research topics
Natural Language Processing
(4)
Machine Learning
(3)
Resources & Methods
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Applications
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Reasoning
(1)
Keywords
large language model
(3)
logical reasoning
(1)
direct preference optimization
(1)
knowledge distillation
(1)
data augmentation
(1)
temporal reasoning
(1)
claim verification
(1)
cross-lingual representation
(1)
class imbalance
(1)
monte carlo estimation
(1)
supervised fine-tuning
(1)
abductive reasoning
(1)
monte carlo method
(1)
social media
(1)
deductive reasoning
(1)
multilingual language model
(1)
mental health
(1)
rationale generation
(1)
timeline summarization
(1)
process reward model
(1)
Papers
Assessing the Reasoning Capabilities of LLMs in the context of Evidence-based Claim Verification
ACL 2025
Enhancing Logical Reasoning in Language Models via Symbolically-Guided Monte Carlo Process Supervision
EMNLP 2025
Generative Data Augmentation for Improving Semantic Classification
AACL 2025
Temporal reasoning for timeline summarisation in social media
ACL 2025
Does Transliteration Help Multilingual Language Modeling?
EACL 2023