| 2026 | ACL | Stable Evidence, Unstable Decisions: An Empirical Analysis of Model Decision Stability in Vision-Language Models. | Ali Khoramfar, Mohammad Javad Dousti, Alireza Mohamadian, Heshaam Faili |
| 2026 | ACL | MDP-GRPO: Stabilized Group Relative Policy Optimization for Multi-Constraint Instruction Following. | Mohammad Mahdi Salmani-Zarchi, Zahra Rahimi, Heshaam Faili, Mohammad Javad Dousti |
| 2026 | EACL | SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases. | AmirHossein Safdarian, Milad Mohammadi, Ehsan Jahanbakhsh, Mona Shahamat Naderi, Heshaam Faili |
| 2026 | LREC | PersianMedQA: Evaluating Large Language Models on a Persian-English Bilingual Medical Question Answering Benchmark. | Mohammad Javad Ranjbar Kalahroodi, Amirhossein Sheikholselami, Sepehr Karimi Arpanahi, Sepideh Ranjbar Kalahroodi, Heshaam Faili, Azadeh Shakery |
| 2026 | LREC | DeepQuestion: Systematic Generation of Real-World Challenges for Evaluating LLMs Performance. | Ali Khoramfar, Ali Ramezani, Mohammad Mahdi Mohajeri, Mohammad Javad Dousti, Majid Nili Ahmadabadi, Heshaam Faili |
| 2025 | COLING | IRUEX: A Study on Large Language Models Problem-Solving Skills in Iran's University Entrance Exam. | Hamed Khademi Khaledi, Heshaam Faili |
| 2025 | IJCNLP | PerMed-MM: A Multimodal, Multi-Specialty Persian Medical Benchmark for Evaluating Vision Language Models. | Ali Khoramfar, Mohammad Javad Dousti, Heshaam Faili |
| 2025 | NAACL | Matina: A Large-Scale 73B Token Persian Text Corpus. | Sara Bourbour Hosseinbeigi, Fatemeh Taherinezhad, Heshaam Faili, Hamed Baghbani, Fatemeh Nadi, Mostafa Amiri |
| 2024 | COLING | Esposito: An English-Persian Scientific Parallel Corpus for Machine Translation. | Mersad Esalati, Mohammad Javad Dousti, Heshaam Faili |
| 2024 | COLING | EPOQUE: An English-Persian Quality Estimation Dataset. | Mohammed Hossein Jafari Harandi, Fatemeh Azadi, Mohammad Javad Dousti, Heshaam Faili |
| 2023 | ACL | PMI-Align: Word Alignment With Point-Wise Mutual Information Without Requiring Parallel Training Data. | Fatemeh Azadi, Heshaam Faili, Mohammad Javad Dousti |
| 2022 | LREC | PerCQA: Persian Community Question Answering Dataset. | Naghme Jamali, Yadollah Yaghoobzadeh, Heshaam Faili |
| 2019 | AAAI | MNCN: A Multilingual Ngram-Based Convolutional Network for Aspect Category Detection in Online Reviews. | Erfan Ghadery, Sajad Movahedi, Heshaam Faili, Azadeh Shakery |
| 2019 | ECIR | LICD: A Language-Independent Approach for Aspect Category Detection. | Erfan Ghadery, Sajad Movahedi, Masoud Jalili Sabet, Heshaam Faili, Azadeh Shakery |
| 2017 | CICLING | Multiple System Combination for PersoArabic-Latin Transliteration. | Nima Hemmati, Heshaam Faili, Jalal Maleki |
| 2017 | ECIR | Dimension Projection Among Languages Based on Pseudo-Relevant Documents for Query Translation. | Javid Dadashkarimi, Mahsa S. Shahshahani, Amirhossein Tebbifakhr, Heshaam Faili, Azadeh Shakery |
| 2016 | CICLING | Persianp: A Persian Text Processing Toolbox. | Mahdi Mohseni, Javad Ghofrani, Heshaam Faili |
| 2016 | COLING | Improving Word Alignment of Rare Words with Word Embeddings. | Masoud Jalili Sabet, Heshaam Faili, Gholamreza Haffari |
| 2015 | ACL | On the Importance of Ezafe Construction in Persian Parsing. | Alireza Nourian, Mohammad Sadegh Rasooli, Mohsen Imany, Heshaam Faili |
| 2014 | EACL | A Probabilistic Approach to Persian Ezafe Recognition. | Habibollah Asghari, Jalal Maleki, Heshaam Faili |
| 2013 | RANLP | Supervised Morphology Generation Using Parallel Corpus. | Alireza Mahmoudi, Mohsen Arabsorkhi, Heshaam Faili |
| 2013 | RANLP | Discourse-aware Statistical Machine Translation as a Context-sensitive Spell Checker. | Behzad Mirzababaei, Heshaam Faili, Nava Ehsan |
| 2013 | RANLP | Automatic Enhancement of LTAG Treebank. | Farzaneh Zarei, Ali Basirat, Heshaam Faili, Maryam S. Mirian |
| 2012 | CICLING | Applying Sentiment and Social Network Analysis in User Modeling. | Mohammadreza Shams, Mohammad Taghi Saffar, Azadeh Shakery, Heshaam Faili |
| 2012 | COLING | Collocation Extraction using Parallel Corpus. | Kavosh Asadi Atui, Heshaam Faili, Kaveh Assadi Atuie |
| 2012 | ECAI | Using Learning to Rank Approach for Parallel Corpora Based Cross Language Information Retrieval. | Hosein Azarbonyad, Azadeh Shakery, Heshaam Faili |
| 2011 | CICLING | An Unsupervised Approach for Linking Automatically Extracted and Manually Crafted LTAGs. | Heshaam Faili, Ali Basirat |
| 2011 | CICLING | TEP: Tehran English-Persian Parallel Corpus. | Mohammad Taher Pilehvar, Heshaam Faili, Abdol Hamid Pilevar |
| 2011 | RANLP | Constructing Linguistically Motivated Structures from Statistical Grammars. | Ali Basirat, Heshaam Faili |
| 2011 | RANLP | Unsupervised Learning for Persian WordNet Construction. | Mortaza Montazery, Heshaam Faili |
| 2010 | COLING | Automatic Persian WordNet Construction. | Mortaza Montazery, Heshaam Faili |
| 2009 | RANLP | From Partial toward Full Parsing. | Heshaam Faili |