پروفایل اساتید - ece- دانشکده مهندسی برق و کامپیوتر
مقالات علمی چاپ شده در مجلات
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"Cross-lingual transfer learning for relation extraction using Universal Dependencies"
Nasrin Taghizadeh,
Heshaam Faili
COMPUTER SPEECH AND LANGUAGE,
Vol. 71,
No 2022,
2022
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"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
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"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
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"Cross-Lingual Adaptation Using Universal Dependencies"
Nasrin Taghizadeh,
Heshaam Faili
ACM Transactions on Asian Language Information Processing,
Vol. 1,
No 2021,
2021
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"A preordering model based on phrasal dependency tree"
saeed Farzi,
Heshaam Faili,
sahar Kananian
Digital Scholarship in the Humanities,
Vol. 33,
No 4,
2018
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"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
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"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
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"Confidence Measure Estimation for Open Information Extraction"
Vahideh Reshadat,
Maryam Hourali,
Heshaam Faili
Journal of Information Systems and Telecommunication,
Vol. 1,
No 2018,
2018
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"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
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"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
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"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
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"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
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"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
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"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
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"A Statistical Model for Grammar Mapping"
Ali Basirat,
Heshaam Faili,
Joakim Nivre
Natural Language Engineering,
Vol. 2015,
No 1,
pp.1-42,
2014
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"Discriminative Reranking for Context-Sensitive Spell Checker"
Behzad Mirzababae,
Heshaam Faili
Literary and Linguistics Computing,
Vol. 2015,
No 1,
pp.1-21,
2014
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"Unsupervised grammar induction using history based approach"
Heshaam Faili,
Reza Ghassem Sani
COMPUTER SPEECH AND LANGUAGE,
Vol. 20,
No 4,
pp.644-658,
2006
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"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
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"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
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"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
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"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
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"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
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"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
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"استخراج جملات موازی از وب"
خدیجه براتعلی،
هشام فیلی،
آزاده شاکری
پازند،
نسخه 8،
شماره 30،
صفحات:22-36،
1391
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"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
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"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
-
"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
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"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
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"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
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"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
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"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
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"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
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"Title Generation and Keyphrase Extraction from Persian Scientific Texts"
Mahdi Mohseni,
Heshaam Faili
2020 25th International Computer Conference, Computer Society of Iran (CSICC),
2020
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"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
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"Handling OOV Words in NMT Using Unsupervised Bilingual Embedding"
Hesam Haddad Komleh,
Hakimeh Fadae,
Heshaam Faili
9th International Symposium on Telecommunications (IST2018),
2018
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"Data Augmentation by Adjunct Deletion for Neural Machine Translation"
Hakimeh Fadae,
Heshaam Faili
9th International Symposium on Telecommunications (IST2018),
2018
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"Toward a Multi-Representation Persian Treebank"
Hossein Dehghan,
Mohammad Mollaabbasi,
Heshaam Faili
9th International Symposium on Telecommunications (IST2018),
2018
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"Eigenvalue based features for semantic sentence similarity"
Ali Vardasbi,
Heshaam Faili,
Masoud Asadpour
2017 Artificial Intelligence and Signal Processing Conference (AISP),
2017
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"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
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"Impact of context on social influence"
Farzaneh Ghayour Baghbani,
Masoud Asadpour,
Heshaam Faili
Electrical Engineering (ICEE), 2016 24th Iranian Conference on,
2016
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"Persianp: A Persian Text Processing Toolbox"
Heshaam Faili
Computational Linguistics and Intelligent Text Processing,
2016
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"Impact of Context on Social Influence"
Farzaneh Ghayour Baghbani,
Masoud Asadpour,
Heshaam Faili
2016 24th Iranian Conference on Electrical Engineering (ICEE),
2016
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"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
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"Developing bilingual plagiarism detection corpus using sentence aligned parallel corpus"
Habibollah Asghari,
Khadije Khoshnava,
Omid Fatemi,
Heshaam Faili
CLEF 2015,
2015
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"On the Importance of Ezafe Construction in Persian Parsing"
Alireza Nourian,
Mohammad Sadegh Rasooli,
Mohsen Imany,
Heshaam Faili
Association for Computational Linguistics,
2015
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"A Probabilistic Approach to Persian Ezafe Recognition"
Habibollah Asghari,
Jalal Maleki,
Heshaam Faili
European Chapter of the Association for Computational Linguistics (EACL),
2014
-
"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
-
"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
-
"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
-
"Unsupervised Learning for Persian WordNet Construction"
مرتضی منتظری,
Heshaam Faili
Recent Advances in NLP (RANLP 2011,
2011
-
"Constructing Linguistically Motivated Structures from Statistical Grammars"
Ali Basirat,
Heshaam Faili
Recent Advances in NLP (RANLP 2011,
2011
-
"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
-
"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
-
"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
-
"A structural rule-based stemmer for Persian"
الهه رحیم طرقی,
Heshaam Faili,
Azadeh Shakery
5th International Symposium on Telecommunication (IST 2010,
2010
-
"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
-
"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
-
"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
-
"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
-
"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
-
"A Statistical Approach on Persian Word Sense Disambiguation"
محمود سلطانی,
Heshaam Faili
7th International Conferences on Informatics and System (INFOS2010,
2010
-
"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
-
"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
-
"From Partial Toward Full Parsing"
Heshaam Faili
International ConferenceRANLP-2009/Recent Advances in Natural Language Processing/,
2009
-
"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
-
"سامانه خودکار خلاصه سازی با استفاده از روش تعبیه متن"
محمود کهن سال نودهی،
هشام فیلی،
سعید فرضی
چهارمین همایش ملی زبانشناسی رایانشی،
1396
-
"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
-
"روشی مبتنی بر یادگیری برای تعیین مرز بین کلمات در متون فارسی"
امیرحسین احمدیان،
هشام فیلی
کنفرانس ملی سالانه انجمن کامپیوتر ایران،
1394
-
"سنجش شباهت معنایی واژگان در زبان فارسی"
نسرین تقی زاده،
نفیسه یاوری،
هشام فیلی
کنفرانس ملی سالانه انجمن کامپیوتر ایران،
1394