منو
هشام فیلی

استاد

تاریخ به‌روزرسانی: 1403/08/24

هشام فیلی

دانشکدگان ‌فنی / دانشکده مهندسی‌ برق‌ و کامپیوتر

مقالات علمی چاپ شده در مجلات

  1. "Cross-lingual transfer learning for relation extraction using Universal Dependencies"
    Nasrin Taghizadeh, Heshaam Faili
    COMPUTER SPEECH AND LANGUAGE, Vol. 71, No 2022, 2022
  2. "Pruned Graph Neural Network for Short Story Ordering"
    Melika Golestani Pour, zeinab Borhanifard, Farnaz Tahmasebian, Heshaam Faili
    Lecture Notes in Computer Science, Vol. 1, No 2022, pp.213-227, 2022
  3. "Wordnet Construction for Under-Resourced Languages using Personalized PageRank"
    Parisa Berangi, Zahra sadat Mousavi, Heshaam Faili, Azadeh Shakery
    Digital Scholarship in the Humanities, Vol. 36, No 3, 2021
  4. "Cross-Lingual Adaptation Using Universal Dependencies"
    Nasrin Taghizadeh, Heshaam Faili
    ACM Transactions on Asian Language Information Processing, Vol. 1, No 2021, 2021
  5. "Developing the Persian Wordnet of Verbs using Supervised Learning"
    Zahra Mousavi, Heshaam Faili
    ACM Transactions on Asian Language Information Processing, Vol. 1, No 2021, pp.1-19, 2021
  6. "A crowdsourcing approach to construct mono-lingual plagiarism detection corpus"
    Habibollah Asghari, Omid Fatemi, Salar Mohtaj, Heshaam Faili
    International Journal on Digital Libraries, Vol. 1, No 2020, pp.1-18, 2020
  7. "A NEW OPEN INFORMATION EXTRACTION SYSTEM USING SENTENCE DIFFICULTY ESTIMATION"
    Vahideh Reshadat, Heshaam Faili
    COMPUTING AND INFORMATICS, Vol. 38, No 4, pp.986-1008, 2019
  8. "Using syntax for improving phrase-based SMT in low-resource languages"
    Hakimeh Fadae, Heshaam Faili
    Digital Scholarship in the Humanities, Vol. 1, No 2019, pp.1-22, 2019
  9. "Converting Dependency Structure Into Persian Phrase Structure"
    Hossein Dehghan, Heshaam Faili
    ACM Transactions on Asian Language Information Processing, Vol. 18, No 3, pp.1-21, 2019
  10. "On the use of word embedding for cross lingual plagiarism detection"
    Habibollah Asghari, Omid Fatemi, Salar Mohtaj, Heshaam Faili, Paolo Rosso
    Intelligent Data Analysis, Vol. 23, No 3, pp.661-680, 2019
  11. "Integer Linear Programming for Influence Maximization"
    Farzaneh Ghayour Baghbani, Masoud Asadpour, Heshaam Faili
    Iranian Journal of Science and Technology-Transactions of Mechanical Engineering, Vol. 1, No 2019, 2019
  12. "On the Reselection of Seed Nodes in Independent Cascade Based Influence Maximization"
    Ali Vardasbi, Heshaam Faili, Masoud Asadpour
    International Journal of Information and Communication Technology, Vol. 10, No 4, pp.11-21, 2018
  13. "A preordering model based on phrasal dependency tree"
    saeed Farzi, Heshaam Faili, sahar Kananian
    Digital Scholarship in the Humanities, Vol. 33, No 4, 2018
  14. "A Supervised Method to Predict the Popularity of News Articles"
    Ali Balali, Masoud Asadpour, Heshaam Faili
    Computacion y Sistemas, Vol. 21, No 4, pp.703-716, 2018
  15. "A neural reordering model based on phrasal dependency tree for statistical machine translation"
    saeed Farzi, Heshaam Faili, sahar Kananian
    Intelligent Data Analysis, Vol. 22, No 5, 2018
  16. "Confidence Measure Estimation for Open Information Extraction"
    Vahideh Reshadat, Maryam Hourali, Heshaam Faili
    Journal of Information Systems and Telecommunication, Vol. 1, No 2018, 2018
  17. "RACER: accurate and efficient classification based on rule aggregation approach"
    Javad Basiri, Fattaneh Taghiyareh, Heshaam Faili
    NEURAL COMPUTING & APPLICATIONS, Vol. 1, No 2017, pp.1-17, 2017
  18. "Persian Wordnet Construction using Supervised Learning"
    Seyedeh zahra Moosavi, Heshaam Faili, Marzieh Fadaei
    International Journal of Information and Communication Technology, Vol. 9, No 2, pp.35-44, 2017
  19. "Coreference Resolution Using Verbs Knowledge"
    hassan Zafari, Maryam Hourali, Heshaam Faili
    Journal of Information Systems and Telecommunication, Vol. 5, No 2, pp.77-87, 2017
  20. "Sentence alignment using local and global information"
    Hamed Zamani, Heshaam Faili, Azadeh Shakery
    COMPUTER SPEECH AND LANGUAGE, Vol. 39, No 2016, pp.88-107, 2016
  21. "Improving Statistical Machine Translation using Syntax-based Learning-to-Rank System"
    Saeed Farzi, Heshaam Faili
    Digital Scholarship in the Humanities, Vol. 2015, No 1, pp.1-21, 2015
  22. "A swarm-inspired re-ranker system for statistical machine translation"
    Saeed Farzi, Heshaam Faili
    COMPUTER SPEECH AND LANGUAGE, Vol. 29, No 1, pp.45-62, 2015
  23. "A Statistical Model for Grammar Mapping"
    Ali Basirat, Heshaam Faili, Joakim Nivre
    Natural Language Engineering, Vol. 2015, No 1, pp.1-42, 2014
  24. "Discriminative Reranking for Context-Sensitive Spell Checker"
    Behzad Mirzababae, Heshaam Faili
    Literary and Linguistics Computing, Vol. 2015, No 1, pp.1-21, 2014
  25. "SMG: Fast scalable greedy algorithm for influence maximization in social networks"
    Mahdi Heidari, Masoud Asadpour, Heshaam Faili
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, Vol. 2015, No 420, pp.124-133, 2014
  26. "Using decision tree to hybrid morphology generation of Persian verb for English–Persian translation"
    Alireza Mahmoodi, Heshaam Faili
    COMPUTER SPEECH AND LANGUAGE, Vol. 1, No 2014, pp.1-22, 2014
  27. "Using Dependency Tree Grammar to Enhance the reordering model of Statistical Machine translation system"
    Zahra Rahimi, Heshaam Faili, Shahram Khadivi
    International Journal of Information and Communication Technology, Vol. 6, No 4, pp.59-69, 2014
  28. "Vafa spell-checker for detecting spelling, grammatical, and real-word errors of Persian language"
    Heshaam Faili, Nava Ehsan, Morteza Montazeri, Mohammad Taher Pilehvar
    Digital Scholarship in the Humanities, Vol. 1, No 2014, pp.1-21, 2014
  29. "Phrase Alignment in Parallel corpus Using Bootstrapping Approach"
    Leila Tavakkoli, Heshaam Faili
    International Journal of Information and Communication Technology, Vol. 6, No 3, pp.63-76, 2014
  30. "A Bootstrapping Method for Development of Treebank"
    Farzane Zaree, Ali Basirat, Heshaam Faili, Maryam S. Mirian
    JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, Vol. 2015, pp.1-24, 2014
  31. "Learning to Exploit Different Translation Resources for Cross Language Information Retrieval"
    Hosein Azarbonyad, Azadeh Shakery, Heshaam Faili
    International Journal of Information and Communication Technology, Vol. 6, No 1, pp.55-68, 2014
  32. "A Supervised Approach to Predict the Hierarchical Structure of Conversation Threads for Comments"
    Ali Balali, Heshaam Faili, Masoud Asadpour
    THESCIENTIFICWORLDJOURNAL, Vol. 2014, No 2014, pp.1-23, 2014
  33. "Using Synchronous TAG for Source-Side Reordering in SMT"
    Amin Mansoori, Hakimeh Fadae, Heshaam Faili, Mohsen Arabsorkhi
    International Journal of Information and Communication Technology, Vol. 5, No 4, pp.47-58, 2013
  34. "A Novel Reordering Model for Statistical Machine Translation"
    Saeed Farzi, Heshaam Faili, Shahram Khadivi, Jalal Maleki
    research in computing science, Vol. 1, No 65, pp.51-64, 2013
  35. "Automatic WordNet Construction Using Markov Chain Monte Carlo"
    Marzieh Fadaei, Hamidreza Ghader, Heshaam Faili, Azadeh Shakery
    Polibits, Vol. 47, No 1, pp.13-22, 2013
  36. "Bridge the gap between statistical and hand-crafted grammars"
    Ali Basirat, Heshaam Faili
    COMPUTER SPEECH AND LANGUAGE, Vol. 27, No 4, pp.1085-1104, 2013
  37. "A Supervised Approach for Reconstructing Thread Structure in Comments on Blogs and Online News Agencies"
    Ali Balali, Heshaam Faili, Masoud Asadpour, Mostafa Dehghani
    Computacion y Sistemas, Vol. 17, No 2, pp.207-217, 2013
  38. "Grammatical and context-sensitive error correction using a statistical machine translation framework"
    Nava Ehsan, Heshaam Faili
    Software Practice and Experience, Vol. 43, No 2, pp.187-206, 2013
  39. "Statistical Machine Translation (SMT) for Highly-Inflectional Scarce-Resource Language"
    Saman Namdar, Heshaam Faili, Shahram Khadivi
    International Journal of Information and Communication Technology, Vol. 4, No 5, pp.39-52, 2012
  40. "The First Persian Context Sensitive Spell Checker"
    Heshaam Faili, Mohammad Azad Nia
    International Journal of Information and Communication Technology, Vol. 2, No 2, pp.51-59, 2010
  41. "Unsupervised grammar induction using history based approach"
    Heshaam Faili, Reza Ghassem Sani
    COMPUTER SPEECH AND LANGUAGE, Vol. 20, No 4, pp.644-658, 2006
  42. "هبود هزینه محاسباتی در سامانه‌های استخراج آزاد اطلاعات با استفاده از مدل لاگ لینیر"
    وحیده رشادت، مریم حورعلی، هشام فیلی
    پردازش علائم و داده ها، نسخه 16، شماره 1، صفحات:3-20، 1398
  43. "بهبود هزینه محاسباتی در سامانه های استخراج آزاد اطلاعات با استفاده از مدل لاگ لینیر"
    وحیده رشادت، مریم حورعلی، هشام فیلی
    پردازش علائم و داده ها، نسخه 16، شماره 1، صفحات:3-20، 1398
  44. "بهبود ترجمه ماشینی مبتنی بر قاعده با استفاده از قوانین نحوی آماری"
    حکیمه فدایی، هشام فیلی، فرناز قاسمی تودسکی
    علوم رایانش و فناوری اطلاعات، نسخه 14، شماره 2، صفحات:12-22، 1395
  45. "تولید درخت بانک سازه ای زبان فارسی به روش تبدیل خودکار"
    حسین دهقان، هشام فیلی
    پردازش علائم و داده ها، نسخه 13، شماره 2، صفحات:121-137، 1395
  46. "تصحیح خودکار خطا در درخت بانک نحوی با استفاده از یادگیری ماشینی انتقال محور"
    فرزانه زارعی، هشام فیلی، مریم السادات میریان حسین آبادی
    پردازش علائم و داده ها، نسخه 12، شماره 3، صفحات:99-108، 1394
  47. "ارائه یک رتبه‌بند برای خطایاب معنایی با استفاده از ویژگی‌های حساس به متن"
    بهزاد میرزابابایی، هشام فیلی
    پردازش علائم و داده ها، نسخه 12، شماره 3، صفحات:3-14، 1394
  48. "استخراج جملات موازی از وب"
    خدیجه براتعلی، هشام فیلی، آزاده شاکری
    پازند، نسخه 8، شماره 30، صفحات:22-36، 1391
  49. "استخراج بی ناظر ظرفیت فعل در زبان فارسی"
    محمد صادق رسولی، بهروز مینایی، هشام فیلی، مریم امینیان
    پردازش علائم و داده ها، نسخه 18، شماره 2، صفحات:3-12، 1391
  50. "یک مدل بیزی برای استخراح با ناظر گرامر زبان طبیعی"
    هشام فیلی، حمیدرضا قادر، مرتضی آنالویی
    پردازش علائم و داده ها، نسخه 17، شماره 1، صفحات:19-34، 1391
  51. "استفاده از تجزیه گرهای احتمالاتی زبان طبیعی جهت بهبود ترجمه افعال گروهی انگیسی به فارسی"
    هشام فیلی
    پردازش علائم و داده ها، نسخه 7، شماره 2، صفحات:8-9، 1389

مقالات علمی ارائه شده در همایش‌ها

  1. "Matching pre-training and Fine-tuning Methods for Knowledge Retrieval from pretrained Language Models"
    Ahmad Pour Amini, Heshaam Faili
    ICML 2022 Workshop on Knowledge Retrieval and Language Models, 2022
  2. "Pruned Graph Neural Network for Short Story Ordering"
    Melika Golestani Pour, zeinab Borhanifard, Farnaz Tahmasebian, Heshaam Faili
    International Conference of the Italian Association for Artificial Intelligence, 2021
  3. "A New Sentence Ordering Method using BERT Pretrained Model"
    Melika Golestani Pour, Zahra Sadat Razavi, Heshaam Faili
    2020 11th International Conference on Information and Knowledge Technology (IKT), 2020
  4. "Persian Language Understanding in Task-Oriented Dialogue System for Online Shopping"
    zeinab Borhanifard, Hossein Basafa, زهرا رضوی, Heshaam Faili
    2020 11th International Conference on Information and Knowledge Technology (IKT), 2020
  5. "Using Deconvolutional Variational Autoencoder for Answer Selection in Community Question Answering"
    Golshan Assadat Afzali Boroujeni, Heshaam Faili
    2020 11th International Conference on Information and Knowledge Technology (IKT), 2020
  6. "Title Generation and Keyphrase Extraction from Persian Scientific Texts"
    Mahdi Mohseni, Heshaam Faili
    2020 25th International Computer Conference, Computer Society of Iran (CSICC), 2020
  7. "The 4th International Conference on Arabic Computational Linguistics (ACLing 2018),"
    Nasrin Taghizadeh, Heshaam Faili, jalal maleki
    The 4th International Conference on Arabic Computational Linguistics (ACLing 2018), 2019
  8. "Data Augmentation by Adjunct Deletion for Neural Machine Translation‏"
    Hakimeh Fadae, Heshaam Faili
    9th International Symposium on Telecommunications (IST2018), 2018
  9. "Toward a Multi-Representation Persian Treebank‏"
    Hossein Dehghan, Mohammad Mollaabbasi, Heshaam Faili
    9th International Symposium on Telecommunications (IST2018), 2018
  10. "Handling OOV Words in NMT Using Unsupervised Bilingual Embedding‏"
    Hesam Haddad Komleh, Hakimeh Fadae, Heshaam Faili
    9th International Symposium on Telecommunications (IST2018), 2018
  11. "Eigenvalue based features for semantic sentence similarity"
    Ali Vardasbi, Heshaam Faili, Masoud Asadpour
    2017 Artificial Intelligence and Signal Processing Conference (AISP), 2017
  12. "Improving Word Alignment of Rare Words with Word Embeddings"
    Masoud Jalili Sabet, Heshaam Faili, Gholamreza Haffari
    COLING 2016, the 26th International Conference on Computational Linguistics, 2016
  13. "Impact of context on social influence"
    Farzaneh Ghayour Baghbani, Masoud Asadpour, Heshaam Faili
    Electrical Engineering (ICEE), 2016 24th Iranian Conference on, 2016
  14. "Persianp: A Persian Text Processing Toolbox"
    Heshaam Faili
    Computational Linguistics and Intelligent Text Processing, 2016
  15. "Impact of Context on Social Influence"
    Farzaneh Ghayour Baghbani, Masoud Asadpour, Heshaam Faili
    2016 24th Iranian Conference on Electrical Engineering (ICEE), 2016
  16. "Algorithms and corpora for persian plagiarism detection: Overview of pan at fire 2016"
    Habibollah Asghari, Salar Mohtaj, Omid Fatemi, Heshaam Faili, Paolo Rosso, Martin Potthas
    pan at fire 2016, 2016
  17. "Developing bilingual plagiarism detection corpus using sentence aligned parallel corpus"
    Habibollah Asghari, Khadije Khoshnava, Omid Fatemi, Heshaam Faili
    CLEF 2015, 2015
  18. "On the Importance of Ezafe Construction in Persian Parsing"
    Alireza Nourian, Mohammad Sadegh Rasooli, Mohsen Imany, Heshaam Faili
    Association for Computational Linguistics, 2015
  19. "A Probabilistic Approach to Persian Ezafe Recognition"
    Habibollah Asghari, Jalal Maleki, Heshaam Faili
    European Chapter of the Association for Computational Linguistics (EACL), 2014
  20. "Modeling Persian Verb Morphology to Improve English-Persian Machine Translation"
    Alireza Mahmoodi, Heshaam Faili, Mohsen Arabsorkhi
    Advances in Artificial Intelligence and Its Applications(MICAI 2013), 2013
  21. "ELEXR: Automatic Evaluation of Machine Translation Using Lexical Relationships"
    Alireza Mahmoodi, Heshaam Faili, Hossein Dehghan, Jalal Maleki
    Advances in Artificial Intelligence and Its Applications(MICAI 2013), 2013
  22. "Fast Unsupervised Dependency Parsing with Arc-Standard Transitions"
    محمد صادق رسولی, Heshaam Faili
    EACL workshop on ROBUS-UNSUP 2012: Joint Workshop on Unsupervised and Semi-Supervised Learning in NLP, 2012
  23. "Unsupervised Learning for Persian WordNet Construction"
    مرتضی منتظری, Heshaam Faili
    Recent Advances in NLP (RANLP 2011, 2011
  24. "Constructing Linguistically Motivated Structures from Statistical Grammars"
    Ali Basirat, Heshaam Faili
    Recent Advances in NLP (RANLP 2011, 2011
  25. "Statistical Machine Translation as a Grammar Checker for Persian Language"
    نوا احسان, Heshaam Faili
    6th Intl. multi conf. on computing i nthe global information technology, 2011
  26. "TEP: Tehran English-Persian Parallel Corpus"
    Heshaam Faili, طاهر پیله ور, علی اصغر پیله ور
    12th International Conference on Intelligent Text Processing and Computational Linguistics (CICLING 2011 LNCS 6608, 2011
  27. "An Unsupervised Approach for Linking Automatically Extracted and Manually Crafted LTAGs"
    Heshaam Faili, Ali Basirat
    12th International Conference on Intelligent Text Processing and Computational Linguistics (CICLING 2011 LNCS 6608, 2011
  28. "A structural rule-based stemmer for Persian"
    الهه رحیم طرقی, Heshaam Faili, Azadeh Shakery
    5th International Symposium on Telecommunication (IST 2010, 2010
  29. "Detection and Correction of Real-Word Spelling Errors in Persian Language"
    Heshaam Faili
    6th IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP-KE10, 2010
  30. "Towards Grammar Checker Development for Persian Language"
    نوا احسان, Heshaam Faili
    6th IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP-KE10, 2010
  31. "Augmenting the Automated Extracted Tree Adjoining Grammars by Semantic Representation"
    Heshaam Faili, Ali Basirat
    6th IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP-KE10, 2010
  32. "Generating English-Persian Parallel Corpus Using an Automatic Anchor Finding Sentence Aligner"
    میثم وثوق پور, Heshaam Faili
    6th IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP-KE10, 2010
  33. "Affix Augmented Stem Based Language Model for Persian"
    Heshaam Faili, هادی روانبخش
    In the 6th IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP-KE10, 2010
  34. "A Statistical Approach on Persian Word Sense Disambiguation"
    محمود سلطانی, Heshaam Faili
    7th International Conferences on Informatics and System (INFOS2010, 2010
  35. "Classification of Persian textual documents using learning vector quantization"
    Heshaam Faili, طاهر پیله ور, محمود سلطانی
    Conference on Natural language proceesing and Knowledge management NLP-KE 2010, 2009
  36. "using genetic algorithm for Persian Grammar Induction"
    محسن عرب سرخی, Heshaam Faili, منصور ذولقدری
    International Conference on Natural Language Processing and knowledge engineering NLP-KE 2010, 2009
  37. "From Partial Toward Full Parsing"
    Heshaam Faili
    International ConferenceRANLP-2009/Recent Advances in Natural Language Processing/, 2009
  38. "مدل‌سازی موضوعی تحقیقات اساتید دانشگاه بر اساس اطلاعات متنی و شبکه نویسندگان همکار: مطالعه موردی اساتید دانشکده برق و کامپیوتر دانشگاه تهران"
    افشین حسینعلی پور، هشام فیلی
    کنفرانس انجمن کامپیوتر ایران، 1399
  39. "سامانه خودکار خلاصه سازی با استفاده از روش تعبیه متن"
    محمود کهن سال نودهی، هشام فیلی، سعید فرضی
    چهارمین همایش ملی زبانشناسی رایانشی، 1396
  40. "ارائه یک مدل بی‌نظمی بیشینه برای اصلاح خطای دستوری تطابق فعل و فاعل در زبان فارسی"
    سیده زینب مفتاح، هشام فیلی
    چهارمین همایش ملی زبانشناسی رایانشی، 1396
  41. "روشی مبتنی بر یادگیری برای تعیین مرز بین کلمات در متون فارسی"
    امیرحسین احمدیان، هشام فیلی
    کنفرانس ملی سالانه انجمن کامپیوتر ایران، 1394
  42. "سنجش شباهت معنایی واژگان در زبان فارسی"
    نسرین تقی زاده، نفیسه یاوری، هشام فیلی
    کنفرانس ملی سالانه انجمن کامپیوتر ایران، 1394