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ORCIDHeshaam Faili
Hesham Faili – Heshaam Feili
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2020 – today
- 2025
[j41]Zeinab Borhanifard, Heshaam Faili, Yadollah Yaghoobzadeh:
Combining replay and LoRA for continual learning in natural language understanding. Comput. Speech Lang. 90: 101737 (2025)- 2024
- [j40]Ahmad Pouramini, Hesham Faili:
Matching tasks to objectives: Fine-tuning and prompt-tuning strategies for encoder-decoder pre-trained language models. Appl. Intell. 54(20): 9783-9810 (2024) - [j39]Fatemeh Azadi
, Heshaam Faili, Mohammad Javad Dousti:
Mismatching-aware unsupervised translation quality estimation for low-resource languages. Lang. Resour. Evaluation 58(4): 1207-1231 (2024) - [j38]Emad Kebriaei, Ali Homayouni, Roghayeh Faraji, Armita Razavi, Azadeh Shakery, Heshaam Faili, Yadollah Yaghoobzadeh:
Persian offensive language detection. Mach. Learn. 113(7): 4359-4379 (2024) - [c52]Mohammed Hossein Jafari Harandi, Fatemeh Azadi, Mohammad Javad Dousti, Heshaam Faili:
EPOQUE: An English-Persian Quality Estimation Dataset. LREC/COLING 2024: 6228-6235 - [c51]Mersad Esalati, Mohammad Javad Dousti, Heshaam Faili:
Esposito: An English-Persian Scientific Parallel Corpus for Machine Translation. LREC/COLING 2024: 6299-6308 - [i21]Keyvan Mahmoudi, Heshaam Faili:
PerSHOP - A Persian dataset for shopping dialogue systems modeling. CoRR abs/2401.00811 (2024) - [i20]Ahmad Pouramini, Hesham Faili:
Enhancing Few-Shot Transfer Learning with Optimized Multi-Task Prompt Tuning through Modular Prompt Composition. CoRR abs/2408.13227 (2024) - 2023
- [c50]Fatemeh Azadi, Heshaam Faili, Mohammad Javad Dousti:
PMI-Align: Word Alignment With Point-Wise Mutual Information Without Requiring Parallel Training Data. ACL (Findings) 2023: 12366-12377 - [i19]Mohammad Dehghani, Heshaam Faili:
Persian Typographical Error Type Detection using Many-to-Many Deep Neural Networks on Algorithmically-Generated Misspellings. CoRR abs/2305.11731 (2023) - 2022
- [j37]Nasrin Taghizadeh, Heshaam Faili:
Cross-lingual transfer learning for relation extraction using Universal Dependencies. Comput. Speech Lang. 71: 101265 (2022) - [j36]Golshan Afzali Boroujeni, Heshaam Faili, Yadollah Yaghoobzadeh:
Answer selection in community question answering exploiting knowledge graph and context information. Semantic Web 13(3): 339-356 (2022) - [c49]Naghme Jamali, Yadollah Yaghoobzadeh, Heshaam Faili:
PerCQA: Persian Community Question Answering Dataset. LREC 2022: 6083-6092 - [i18]Melika Golestani, Zeinab Borhanifard, Farnaz Tahmasebian, Heshaam Faili:
Pruned Graph Neural Network for Short Story Ordering. CoRR abs/2203.06778 (2022) - [i17]Fatemeh Azadi, Heshaam Faili, Mohammad Javad Dousti:
Mismatching-Aware Unsupervised Translation Quality Estimation For Low-Resource Languages. CoRR abs/2208.00463 (2022) - 2021
- [j35]Habibollah Asghari, Omid Fatemi, Salar Mohtaj, Heshaam Faili:
A crowdsourcing approach to construct mono-lingual plagiarism detection corpus. Int. J. Digit. Libr. 22(1): 49-61 (2021) - [j34]Parisa Berangi, Zahra Mousavi, Heshaam Faili, Azadeh Shakery:
WordNet construction for under-resourced languages using personalized PageRank. Digit. Scholarsh. Humanit. 36(3): 565-580 (2021) - [j33]Farzaneh Ghayour-Baghbani, Masoud Asadpour, Heshaam Faili:
MLPR: Efficient influence maximization in linear threshold propagation model using linear programming. Soc. Netw. Anal. Min. 11(1): 3 (2021) - [j32]Nasrin Taghizadeh, Heshaam Faili:
Cross-lingual Adaptation Using Universal Dependencies. ACM Trans. Asian Low Resour. Lang. Inf. Process. 20(4): 65:1-65:23 (2021) - [j31]Zahra Mousavi, Heshaam Faili:
Developing the Persian Wordnet of Verbs Using Supervised Learning. ACM Trans. Asian Low Resour. Lang. Inf. Process. 20(4): 68:1-68:18 (2021) - [c48]Melika Golestani, Zeinab Borhanifard, Farnaz Tahmasebian, Heshaam Faili:
Pruned Graph Neural Network for Short Story Ordering. AI*IA 2021: 213-227 - [c47]Hossein Basafa, Sajad Movahedi, Ali Ebrahimi, Azadeh Shakery, Heshaam Faili:
NLP-IIS@UT at SemEval-2021 Task 4: Machine Reading Comprehension using the Long Document Transformer. SemEval@ACL/IJCNLP 2021: 205-210 - [c46]Melika Golestani, Seyedeh Zahra Razavi, Zeinab Borhanifard, Farnaz Tahmasebian, Hesham Faili:
Using BERT Encoding and Sentence-Level Language Model for Sentence Ordering. TDS 2021: 318-330 - [i16]Hossein Basafa, Sajad Movahedi, Ali Ebrahimi, Azadeh Shakery, Heshaam Faili:
NLP-IIS@UT at SemEval-2021 Task 4: Machine Reading Comprehension using the Long Document Transformer. CoRR abs/2105.03775 (2021) - [i15]Melika Golestani, Seyedeh Zahra Razavi, Zeinab Borhanifard, Farnaz Tahmasebian, Hesham Faili:
Using BERT Encoding and Sentence-Level Language Model for Sentence Ordering. CoRR abs/2108.10986 (2021) - [i14]Melika Golestani, Seyedeh Zahra Razavi, Heshaam Faili:
A New Sentence Ordering Method Using BERT Pretrained Model. CoRR abs/2108.11994 (2021) - [i13]Naghme Jamali, Yadollah Yaghoobzadeh, Hesham Faili:
PerCQA: Persian Community Question Answering Dataset. CoRR abs/2112.13238 (2021) - 2020
- [i12]Nasrin Taghizadeh, Zeinab Borhanifard, Melika GolestaniPour, Heshaam Faili:
NSURL-2019 Task 7: Named Entity Recognition (NER) in Farsi. CoRR abs/2003.09029 (2020) - [i11]Nasrin Taghizadeh, Heshaam Faili:
Cross-Lingual Adaptation Using Universal Dependencies. CoRR abs/2003.10816 (2020)
2010 – 2019
- 2019
- [j30]Vahideh Reshadat, Heshaam Faili:
A New Open Information Extraction System Using Sentence Difficulty Estimation. Comput. Informatics 38(4): 986-1008 (2019) - [j29]Habibollah Asghari, Omid Fatemi, Salar Mohtaj, Heshaam Faili, Paolo Rosso:
On the use of word embedding for cross language plagiarism detection. Intell. Data Anal. 23(3): 661-680 (2019) - [j28]Javad Basiri, Fattaneh Taghiyareh, Heshaam Faili:
RACER: accurate and efficient classification based on rule aggregation approach. Neural Comput. Appl. 31(3): 895-908 (2019) - [j27]Hosein Azarbonyad, Azadeh Shakery, Heshaam Faili:
A learning to rank approach for cross-language information retrieval exploiting multiple translation resources. Nat. Lang. Eng. 25(3): 363-384 (2019) - [j26]Ali Vardasbi, Heshaam Faili, Masoud Asadpour:
Solving submodular text processing problems using influence graphs. Soc. Netw. Anal. Min. 9(1): 21:1-21:15 (2019) - [j25]Mohammad Hossein Dehghan, Heshaam Faili:
Converting Dependency Structure Into Persian Phrase Structure. ACM Trans. Asian Low Resour. Lang. Inf. Process. 18(3): 33:1-33:21 (2019) - [c45]Erfan Ghadery, Sajad Movahedi, Heshaam Faili, Azadeh Shakery:
MNCN: A Multilingual Ngram-Based Convolutional Network for Aspect Category Detection in Online Reviews. AAAI 2019: 6441-6448 - [c44]Erfan Ghadery, Sajad Movahedi, Masoud Jalili Sabet, Heshaam Faili, Azadeh Shakery:
LICD: A Language-Independent Approach for Aspect Category Detection. ECIR (1) 2019: 575-589 - [i10]Sajad Movahedi, Erfan Ghadery, Heshaam Faili, Azadeh Shakery:
Aspect Category Detection via Topic-Attention Network. CoRR abs/1901.01183 (2019) - 2018
- [j24]Saeed Farzi, Heshaam Faili, Sahar Kianian:
A neural reordering model based on phrasal dependency tree for statistical machine translation. Intell. Data Anal. 22(5): 1163-1183 (2018) - [j23]Saeed Farzi, Heshaam Faili, Sahar Kianian:
A preordering model based on phrasal dependency tree. Digit. Scholarsh. Humanit. 33(4): 748-765 (2018) - [c43]Nasrin Taghizadeh, Heshaam Faili, Jalal Maleki:
Cross-Language Learning for Arabic Relation Extraction. ACLING 2018: 190-197 - [c42]Hesam Haddad, Hakimeh Fadaei, Heshaam Faili:
Handling OOV Words in NMT Using Unsupervised Bilingual Embedding. IST 2018: 569-574 - [c41]Mohammad Hossein Dehghan, Mohammad Molla-Abbasi, Heshaam Faili:
Toward a Multi-Representation Persian Treebank. IST 2018: 581-586 - [c40]Hakimeh Fadaei, Heshaam Faili:
Data Augmentation by Adjunct Deletion for Neural Machine Translation. IST 2018: 715-719 - [i9]Mahsa Sadat Shahshahani, Mahdi Mohseni, Azadeh Shakery, Heshaam Faili:
PEYMA: A Tagged Corpus for Persian Named Entities. CoRR abs/1801.09936 (2018) - [i8]Erfan Ghadery, Sajad Movahedi, Heshaam Faili, Azadeh Shakery:
An Unsupervised Approach for Aspect Category Detection Using Soft Cosine Similarity Measure. CoRR abs/1812.03361 (2018) - 2017
- [j22]Ali Balali, Masoud Asadpour, Hesham Faili:
A Supervised Method to Predict the Popularity of News Articles. Computación y Sistemas 21(4) (2017) - [j21]Javid Dadashkarimi, Azadeh Shakery, Heshaam Faili, Hamed Zamani:
An expectation-maximization algorithm for query translation based on pseudo-relevant documents. Inf. Process. Manag. 53(2): 371-387 (2017) - [j20]Farzaneh Zarei, Ali Basirat, Heshaam Faili, M. Mirain:
A bootstrapping method for development of Treebank. J. Exp. Theor. Artif. Intell. 29(1): 19-42 (2017) - [j19]Saeed Farzi, Heshaam Faili:
Improving statistical machine translation using syntax-based learning-to-rank system. Digit. Scholarsh. Humanit. 32(1): 80-100 (2017) - [j18]Ali Vardasbi, Heshaam Faili, Masoud Asadpour:
SWIM: Stepped Weighted Shell Decomposition Influence Maximization for Large-Scale Networks. ACM Trans. Inf. Syst. 36(1): 6:1-6:33 (2017) - [c39]Nima Hemmati, Heshaam Faili, Jalal Maleki:
Multiple System Combination for PersoArabic-Latin Transliteration. CICLing (2) 2017: 469-481 - [c38]Javid Dadashkarimi, Mahsa S. Shahshahani, Amirhossein Tebbifakhr, Heshaam Faili, Azadeh Shakery:
Dimension Projection Among Languages Based on Pseudo-Relevant Documents for Query Translation. ECIR 2017: 493-499 - [c37]Saeed Farzi, Heshaam Faili:
TPC: An automatically generated comprehensive English-Persian parallel corpus. ISCBI 2017: 91-95 - [i7]Zahra Mousavi, Heshaam Faili:
Persian Wordnet Construction using Supervised Learning. CoRR abs/1704.03223 (2017) - [i6]Ali Vardasbi, Heshaam Faili, Masoud Asadpour:
A Behavioral Analysis on the Reselection of Seed Nodes in Independent Cascade Based Influence Maximization. CoRR abs/1708.01891 (2017) - 2016
- [j17]Hamed Zamani, Heshaam Faili, Azadeh Shakery:
Sentence alignment using local and global information. Comput. Speech Lang. 39: 88-107 (2016) - [j16]Nasrin Taghizadeh, Hesham Faili:
Automatic Wordnet Development for Low-Resource Languages using Cross-Lingual WSD. J. Artif. Intell. Res. 56: 61-87 (2016) - [j15]Heshaam Faili, Nava Ehsan, Mortaza Montazery, Mohammad Taher Pilehvar:
Vafa spell-checker for detecting spelling, grammatical, and real-word errors of Persian language. Digit. Scholarsh. Humanit. 31(1): 95-117 (2016) - [j14]Parisa Saeedi, Heshaam Faili, Azadeh Shakery:
Semantic role induction in Persian: An unsupervised approach by using probabilistic models. Digit. Scholarsh. Humanit. 31(1): 181-203 (2016) - [j13]Behzad Mirzababaei, Heshaam Faili:
Discriminative reranking for context-sensitive spell-checker. Digit. Scholarsh. Humanit. 31(2): 411-427 (2016) - [j12]Ali Basirat, Heshaam Faili, Joakim Nivre:
A statistical model for grammar mapping. Nat. Lang. Eng. 22(2): 215-255 (2016) - [c36]Mahdi Mohseni, Javad Ghofrani, Heshaam Faili:
Persianp: A Persian Text Processing Toolbox. CICLing (1) 2016: 75-87 - [c35]Javid Dadashkarimi, Hossein Nasr Esfahani, Heshaam Faili, Azadeh Shakery:
SS4MCT: A Statistical Stemmer for Morphologically Complex Texts. CLEF 2016: 201-207 - [c34]Masoud Jalili Sabet, Heshaam Faili, Gholamreza Haffari:
Improving Word Alignment of Rare Words with Word Embeddings. COLING 2016: 3209-3215 - [c33]Habibollah Asghari, Salar Mohtaj, Omid Fatemi, Heshaam Faili, Paolo Rosso, Martin Potthast:
Algorithms and Corpora for Persian Plagiarism Detection - Overview of PAN at FIRE 2016. FIRE Workshop 2016: 61-79 - [c32]Habibollah Asghari, Salar Mohtaj, Omid Fatemi, Heshaam Faili, Paolo Rosso, Martin Potthast:
Algorithms and Corpora for Persian Plagiarism Detection: Overview of PAN at FIRE 2016. FIRE (Working Notes) 2016: 135-144 - [i5]Javid Dadashkarimi, Mahsa S. Shahshahani, Amirhossein Tebbifakhr, Heshaam Faili, Azadeh Shakery:
Dimension Projection among Languages based on Pseudo-relevant Documents for Query Translation. CoRR abs/1605.07844 (2016) - [i4]Javid Dadashkarimi, Hossein Nasr Esfahani, Heshaam Faili, Azadeh Shakery:
Unsupervised Formation Matching in Highly Inflected Languages. CoRR abs/1605.07852 (2016) - [i3]Javid Dadashkarimi, Masoud Jalili Sabet, Azadeh Shakery, Heshaam Faili:
Low-dimensional Query Projection based on Divergence Minimization Feedback Model for Ad-hoc Retrieval. CoRR abs/1606.00615 (2016) - 2015
- [j11]Saeed Farzi, Heshaam Faili:
A swarm-inspired re-ranker system for statistical machine translation. Comput. Speech Lang. 29(1): 45-62 (2015) - [j10]Alireza Mahmoudi, Heshaam Faili:
Using decision tree to hybrid morphology generation of Persian verb for English-Persian translation. Comput. Speech Lang. 32(1): 145-159 (2015) - [j9]Saeed Farzi, Heshaam Faili, Shahram Khadivi:
A syntactically informed reordering model for statistical machine translation. J. Exp. Theor. Artif. Intell. 27(4): 449-469 (2015) - [c31]Alireza Nourian, Mohammad Sadegh Rasooli, Mohsen Imany, Heshaam Faili:
On the Importance of Ezafe Construction in Persian Parsing. ACL (2) 2015: 877-882 - [c30]Habibollah Asghari, Khadijeh Khoshnava, Omid Fatemi, Heshaam Faili:
Developing Bilingual Plagiarism Detection Corpus Using Sentence Aligned Parallel Corpus: Notebook for PAN at CLEF 2015. CLEF (Working Notes) 2015 - 2014
- [j8]Iman Dehdarbehbahani, Azadeh Shakery, Heshaam Faili:
Semi-supervised word polarity identification in resource-lean languages. Neural Networks 58: 50-59 (2014) - [c29]Habibollah Asghari, Jalal Maleki, Heshaam Faili:
A Probabilistic Approach to Persian Ezafe Recognition. EACL 2014: 138-142 - [i2]Hosein Azarbonyad, Azadeh Shakery, Heshaam Faili:
Learning to Exploit Different Translation Resources for Cross Language Information Retrieval. CoRR abs/1405.5447 (2014) - [i1]Javid Dadashkarimi, Azadeh Shakery, Heshaam Faili:
A Probabilistic Translation Method for Dictionary-based Cross-lingual Information Retrieval in Agglutinative Languages. CoRR abs/1411.1006 (2014) - 2013
- [j7]Ali Basirat, Heshaam Faili:
Bridge the gap between statistical and hand-crafted grammars. Comput. Speech Lang. 27(5): 1085-1104 (2013) - [j6]Ali Balali, Heshaam Faili, Masoud Asadpour, Mostafa Dehghani:
A Supervised Approach for Reconstructing Thread Structure in Comments on Blogs and Online News Agencies (El enfoque supervisado para reconstrucción de la estructura de hilos en comentarios en blogs y agencias de noticias en línea). Computación y Sistemas 17(2) (2013) - [j5]Marzieh Fadaee, Hamidreza Ghader, Heshaam Faili, Azadeh Shakery:
Automatic WordNet Construction Using Markov Chain Monte Carlo. Polibits 47: 13-22 (2013) - [j4]Saeed Farzi, Heshaam Faili, Shahram Khadivi, Jalal Maleki:
A Novel Reordering Model for Statistical Machine Translation. Res. Comput. Sci. 65: 51-64 (2013) - [j3]Nava Ehsan, Heshaam Faili:
Grammatical and context-sensitive error correction using a statistical machine translation framework. Softw. Pract. Exp. 43(2): 187-206 (2013) - [c28]Hosein Azarbonyad, Azadeh Shakery, Heshaam Faili:
Exploiting Multiple Translation Resources for English-Persian Cross Language Information Retrieval. CLEF 2013: 93-99 - [c27]Alireza Mahmoudi, Heshaam Faili, Mohammad Hossein Dehghan, Jalal Maleki:
ELEXR: Automatic Evaluation of Machine Translation Using Lexical Relationships. MICAI (1) 2013: 394-405 - [c26]Alireza Mahmoudi, Heshaam Faili, Mohsen Arabsorkhi:
Modeling Persian Verb Morphology to Improve English-Persian Machine Translation. MICAI (1) 2013: 406-418 - [c25]Alireza Mahmoudi, Mohsen Arabsorkhi, Heshaam Faili:
Supervised Morphology Generation Using Parallel Corpus. RANLP 2013: 408-414 - [c24]Behzad Mirzababaei, Heshaam Faili, Nava Ehsan:
Discourse-aware Statistical Machine Translation as a Context-sensitive Spell Checker. RANLP 2013: 475-482 - [c23]Farzaneh Zarei, Ali Basirat, Heshaam Faili, Maryam S. Mirian:
Automatic Enhancement of LTAG Treebank. RANLP 2013: 733-739 - 2012
- [j2]Mahmood Soltani, Heshaam Faili:
Target word selection in English to Persian translation using unsupervised approach. Int. J. Artif. Intell. Soft Comput. 3(2): 125-142 (2012) - [c22]Mohammadreza Shams, Mohammad Taghi Saffar, Azadeh Shakery, Heshaam Faili:
Applying Sentiment and Social Network Analysis in User Modeling. CICLing (1) 2012: 526-539 - [c21]Kavosh Asadi Atui, Heshaam Faili, Kaveh Assadi Atuie:
Collocation Extraction using Parallel Corpus. COLING (Posters) 2012: 93-102 - [c20]Hosein Azarbonyad, Azadeh Shakery, Heshaam Faili:
Using Learning to Rank Approach for Parallel Corpora Based Cross Language Information Retrieval. ECAI 2012: 79-84 - [c19]Fatemeh Amiri, Nasser Yazdani, Heshaam Faili, Alireza Rezvanian:
A Novel Community Detection Algorithm for Privacy Preservation in Social Networks. ISI 2012: 443-450 - 2011
- [c18]Heshaam Faili, Ali Basirat:
An Unsupervised Approach for Linking Automatically Extracted and Manually Crafted LTAGs. CICLing (1) 2011: 68-81 - [c17]Mohammad Taher Pilehvar, Heshaam Faili, Abdol Hamid Pilevar:
TEP: Tehran English-Persian Parallel Corpus. CICLing (2) 2011: 68-79 - [c16]Mohammad Sadegh Rasooli, Heshaam Faili, Behrouz Minaei-Bidgoli:
Unsupervised Identification of Persian Compound Verbs. MICAI (1) 2011: 394-406 - [c15]Ali Basirat, Heshaam Faili:
Constructing Linguistically Motivated Structures from Statistical Grammars. RANLP 2011: 63-69 - [c14]Mortaza Montazery, Heshaam Faili:
Unsupervised Learning for Persian WordNet Construction. RANLP 2011: 302-308 - 2010
- [c13]Homa Baradaran Hashemi, Azadeh Shakery, Heshaam Feili:
Creating a Persian-English Comparable Corpus. CLEF 2010: 27-39 - [c12]Mortaza Montazery, Heshaam Faili:
Automatic Persian WordNet Construction. COLING (Posters) 2010: 846-850 - [c11]Nava Ehsan, Heshaam Faili:
Towards grammar checker development for Persian language. NLPKE 2010: 1-8 - [c10]Heshaam Faili:
Detection and correction of real-word spelling errors in Persian language. NLPKE 2010: 1-4 - [c9]Heshaam Faili, Ali Basirat:
Augmenting the automated extracted tree adjoining grammars by semantic representation. NLPKE 2010: 1-7 - [c8]Heshaam Faili, Hadi Ravanbakhsh:
Affix-augmented stem-based language model for persian. NLPKE 2010: 1-4 - [c7]Meisam Vosoughpour Yazdchi, Heshaam Faili:
Generating english-persian parallel corpus using an automatic anchor finding sentence aligner. NLPKE 2010: 1-6
2000 – 2009
- 2009
- [c6]Mohsen Arabsorkhi, Hesham Faili, Mansoor Zolghadri Jahromi:
Using genetic algorithm for Persian grammar induction. NLPKE 2009: 1-6 - [c5]Mohammad Taher Pilehvar, Heshaam Feili, Mahmood Soltani:
Classification of Persian textual documents using learning vector quantization. NLPKE 2009: 1-6 - [c4]Heshaam Faili:
From Partial toward Full Parsing. RANLP 2009: 71-75 - 2008
- [c3]Heshaam Faili:
An experiment of word sense disambiguation in a machine translation system. NLPKE 2008: 1-7 - 2006
- [j1]Heshaam Feili, Gholamreza Ghassem-Sani:
Unsupervised grammar induction using history based approach. Comput. Speech Lang. 20(4): 644-658 (2006) - [c2]Heshaam Feili, Gholamreza Ghassem-Sani:
Hisory-Based Inside-Outside Algorithm. ECAI 2006: 558-562 - 2004
- [c1]Heshaam Feili, Gholamreza Ghassem-Sani:
An Application of Lexicalized Grammars in English-Persian Translation. ECAI 2004: 596-600
Coauthor Index
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