Heshaam Faili
17 papers · 2010–2026 · 7 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (27)
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Century Club · Bronze
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Conference Pioneer
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Keyword Collector
(65)
Top co-authors
Research topics
Natural Language Processing
(12)
Applications · Natural Language Processing
(9)
Machine Learning
(8)
Artificial Intelligence
(7)
Resources & Methods
(7)
Core AI
(6)
Learning Types
(4)
Deep Learning
(2)
Core Methods
(2)
Learning Paradigms
(2)
Computer Science
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Architectures
(1)
Keywords
persian language
(2)
word alignment
(2)
zero-shot learning
(1)
sequence labeling
(1)
sentiment analysis
(1)
attention mechanism
(1)
cross-lingual transfer
(1)
multilingual processing
(1)
question answering
(1)
neural machine translation
(1)
language model training
(1)
emotion recognition
(1)
knowledge distillation
(1)
parallel corpus
(1)
few-shot learning
(1)
machine reading comprehension
(1)
cross-lingual annotation
(1)
pointwise mutual information
(1)
convolutional neural network
(1)
contrastive learning
(1)
Papers
MDP-GRPO: Stabilized Group Relative Policy Optimization for Multi-Constraint Instruction Following
ACL 2026
PersianPunc: A Large-Scale Dataset and BERT-Based Approach for Persian Punctuation Restoration
EACL 2026
SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases
EACL 2026
IRUEX: A Study on Large Language Models Problem-Solving Skills in Iran’s University Entrance Exam
COLING 2025
Matina: A Large-Scale 73B Token Persian Text Corpus
NAACL 2025
PerMed-MM: A Multimodal, Multi-Specialty Persian Medical Benchmark for Evaluating Vision Language Models
IJCNLP 2025
UT-NLP at SemEval-2025 Task 11: Evaluating Zero-Shot Capability of GPT-4o mini on Emotion Recognition via Role-Play and Contrastive Judging
SemEval 2025
EPOQUE: An English-Persian Quality Estimation Dataset
COLING 2024
Esposito: An English-Persian Scientific Parallel Corpus for Machine Translation
COLING 2024
PMI-Align: Word Alignment With Point-Wise Mutual Information Without Requiring Parallel Training Data
ACL 2023
NLP-IIS@UT at SemEval-2021 Task 4: Machine Reading Comprehension using the Long Document Transformer
SemEval 2021
MNCN: A Multilingual Ngram-Based Convolutional Network for Aspect Category Detection in Online Reviews
AAAI 2019
Improving Word Alignment of Rare Words with Word Embeddings
COLING 2016
On the Importance of Ezafe Construction in Persian Parsing
ACL 2015
A Probabilistic Approach to Persian Ezafe Recognition
EACL 2014
Collocation Extraction using Parallel Corpus
COLING 2012
Automatic Persian WordNet Construction
COLING 2010