Shervin Malmasi

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 121

Top Venues

Publications

Parth Patwa, Simone Filice, Zhiyu Chen, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data. LREC/COLING (2024)
Nikhita Vedula, Oleg Rokhlenko, Shervin Malmasi
Question Suggestion for Conversational Shopping Assistants Using Product Metadata. SIGIR (2024)
Lütfi Kerem Senel, Besnik Fetahu, Davis Yoshida, Zhiyu Chen, Giuseppe Castellucci, Nikhita Vedula, Jason Ingyu Choi, Shervin Malmasi
Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers. ACL (1) (2024)
Besnik Fetahu, Tejas Mehta, Qun Song, Nikhita Vedula, Oleg Rokhlenko, Shervin Malmasi
Instant Answering in E-Commerce Buyer-Seller Messaging Using Message-to-Question Reformulation. ECIR (4) (2024)
Saar Kuzi, Shervin Malmasi
Bridging the Gap Between Information Seeking and Product Search Systems: Q&A Recommendation for E-Commerce. SIGIR Forum 58 (1) (2024)
Nikhita Vedula, Giuseppe Castellucci, Eugene Agichtein, Oleg Rokhlenko, Shervin Malmasi
Leveraging Interesting Facts to Enhance User Engagement with Conversational Interfaces. CoRR (2024)
Lingbo Mo, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi
Controllable Decontextualization of Yes/No Question and Answers into Factual Statements. ECIR (2) (2024)
Lingbo Mo, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi
Controllable Decontextualization of Yes/No Question and Answers into Factual Statements. CoRR (2024)
Alexandre Salle, Shervin Malmasi
Multilingual and Code-Switched Sentence Ordering. *SEM@NAACL (2024)
Besnik Fetahu, Tejas Mehta, Qun Song, Nikhita Vedula, Oleg Rokhlenko, Shervin Malmasi
Instant Answering in E-Commerce Buyer-Seller Messaging using Message-to-Question Reformulation. CoRR (2024)
Dhiman Goswami, Sharanya Thilagan, Kai North, Shervin Malmasi, Marcos Zampieri
Native Language Identification in Texts: A Survey. NAACL-HLT (2024)
Parth Patwa, Simone Filice, Zhiyu Chen, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data. CoRR (2024)
Besnik Fetahu, Nachshon Cohen, Elad Haramaty, Liane Lewin-Eytan, Oleg Rokhlenko, Shervin Malmasi
Identifying Shopping Intent in Product QA for Proactive Recommendations. CoRR (2024)
Saar Kuzi, Shervin Malmasi
Bridging the Gap Between Information Seeking and Product Search Systems: Q&A Recommendation for E-commerce. CoRR (2024)
Lütfi Kerem Senel, Besnik Fetahu, Davis Yoshida, Zhiyu Chen, Giuseppe Castellucci, Nikhita Vedula, Jason Ingyu Choi, Shervin Malmasi
Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers. CoRR (2024)
Nikhita Vedula, Oleg Rokhlenko, Shervin Malmasi
Question Suggestion for Conversational Shopping Assistants Using Product Metadata. CoRR (2024)
Surya Kallumadi, Yubin Kim, Tracy Holloway King, Shervin Malmasi, Maarten de Rijke, Jacopo Tagliabue
eCom'23: The SIGIR 2023 Workshop on eCommerce. SIGIR (2023)
Zhiyu Chen, Jason Ingyu Choi, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi
Generate-then-Retrieve: Intent-Aware FAQ Retrieval in Product Search. CoRR (2023)
Besnik Fetahu, Pedro Faustini, Anjie Fang, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi
Follow-on Question Suggestion via Voice Hints for Voice Assistants. EMNLP (Findings) (2023)
Shervin Malmasi, Besnik Fetahu, Eugene Agichtein, Oleg Rokhlenko, Ido Guy, Nicola Ueffing, Surya Kallumadi
The 6th Workshop on e-eommerce and NLP (ECNLP 6). KDD (2023)
Zhuoer Wang, Marcus D. Collins, Nikhita Vedula, Simone Filice, Shervin Malmasi, Oleg Rokhlenko
Faithful Low-Resource Data-to-Text Generation through Cycle Training. ACL (1) (2023)
Besnik Fetahu, Sudipta Kar, Zhiyu Chen, Oleg Rokhlenko, Shervin Malmasi
SemEval-2023 Task 2: Fine-grained Multilingual Named Entity Recognition (MultiCoNER 2). CoRR (2023)
Zhiyu Chen, Jason Ingyu Choi, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi
Generate-then-Retrieve: Intent-Aware FAQ Retrieval in Product Search. ACL (industry) (2023)
Pedro Faustini, Besnik Fetahu, Giuseppe Castellucci, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi
Composing Spoken Hints for Follow-on Question Suggestion in Voice Assistants. INTERSPEECH (2023)
Besnik Fetahu, Zhiyu Chen, Oleg Rokhlenko, Shervin Malmasi
InstructPTS: Instruction-Tuning LLMs for Product Title Summarization. CoRR (2023)
Besnik Fetahu, Pedro Faustini, Giuseppe Castellucci, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi
Follow-on Question Suggestion via Voice Hints for Voice Assistants. CoRR (2023)
Alexandre Salle, Shervin Malmasi
A Simple Loss Function for Convergent Algorithm Synthesis using RNNs. Tiny Papers @ ICLR (2023)
Pedro Faustini, Zhiyu Chen, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi
Answering Unanswered Questions through Semantic Reformulations in Spoken QA. CoRR (2023)
Besnik Fetahu, Zhiyu Chen, Oleg Rokhlenko, Shervin Malmasi
InstructPTS: Instruction-Tuning LLMs for Product Title Summarization. EMNLP (Industry Track) (2023)
Pedro Faustini, Zhiyu Chen, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi
Answering Unanswered Questions through Semantic Reformulations in Spoken QA. ACL (industry) (2023)
Besnik Fetahu, Sudipta Kar, Zhiyu Chen, Oleg Rokhlenko, Shervin Malmasi
SemEval-2023 Task 2: Fine-grained Multilingual Named Entity Recognition (MultiCoNER 2). SemEval@ACL (2023)
Sudipta Kar, Giuseppe Castellucci, Simone Filice, Shervin Malmasi, Oleg Rokhlenko
Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks. CoRR (2023)
Zhuoer Wang, Marcus D. Collins, Nikhita Vedula, Simone Filice, Shervin Malmasi, Oleg Rokhlenko
Faithful Low-Resource Data-to-Text Generation through Cycle Training. CoRR (2023)
Besnik Fetahu, Zhiyu Chen, Sudipta Kar, Oleg Rokhlenko, Shervin Malmasi
MultiCoNER v2: a Large Multilingual dataset for Fine-grained and Noisy Named Entity Recognition. EMNLP (Findings) (2023)
Besnik Fetahu, Zhiyu Chen, Sudipta Kar, Oleg Rokhlenko, Shervin Malmasi
MultiCoNER v2: a Large Multilingual dataset for Fine-grained and Noisy Named Entity Recognition. CoRR (2023)
Ajinkya Kale, Surya Kallumadi, Tracy Holloway King, Shervin Malmasi, Maarten de Rijke, Jacopo Tagliabue
eCom'22: The SIGIR 2022 Workshop on eCommerce. SIGIR (2022)
Shervin Malmasi, Anjie Fang, Besnik Fetahu, Sudipta Kar, Oleg Rokhlenko
MultiCoNER: A Large-scale Multilingual Dataset for Complex Named Entity Recognition. COLING (2022)
Zhiyu Chen, Jie Zhao, Anjie Fang, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi
Reinforced Question Rewriting for Conversational Question Answering. EMNLP (Industry Track) (2022)
Andrea Iovine, Anjie Fang, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi
CycleNER: An Unsupervised Training Approach for Named Entity Recognition. WWW (2022)
Alexandre Salle, Shervin Malmasi, Oleg Rokhlenko, Eugene Agichtein
CoSearcher: studying the effectiveness of conversational search refinement and clarification through user simulation. Inf. Retr. J. 25 (2) (2022)
Andrea Iovine, Anjie Fang, Besnik Fetahu, Jie Zhao, Oleg Rokhlenko, Shervin Malmasi
CycleKQR: Unsupervised Bidirectional Keyword-Question Rewriting. EMNLP (2022)
Shervin Malmasi, Anjie Fang, Besnik Fetahu, Sudipta Kar, Oleg Rokhlenko
SemEval-2022 Task 11: Multilingual Complex Named Entity Recognition (MultiCoNER). SemEval@NAACL (2022)
Shervin Malmasi, Anjie Fang, Besnik Fetahu, Sudipta Kar, Oleg Rokhlenko
MultiCoNER: A Large-scale Multilingual dataset for Complex Named Entity Recognition. CoRR (2022)
Besnik Fetahu, Akash Veeragouni, Oleg Rokhlenko, Shervin Malmasi
Distilling Multilingual Transformers into CNNs for Scalable Intent Classification. EMNLP (Industry Track) (2022)
Zhiyu Chen, Jie Zhao, Anjie Fang, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi
Reinforced Question Rewriting for Conversational Question Answering. CoRR (2022)
Jason Ingyu Choi, Saar Kuzi, Nikhita Vedula, Jie Zhao, Giuseppe Castellucci, Marcus Collins, Shervin Malmasi, Oleg Rokhlenko, Eugene Agichtein
Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings. COLING (2022)
Besnik Fetahu, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi
Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity Recognition. NAACL-HLT (2022)
Sudipta Kar, Giuseppe Castellucci, Simone Filice, Shervin Malmasi, Oleg Rokhlenko
Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks. KDD (2022)
Alexandre Salle, Shervin Malmasi, Oleg Rokhlenko, Eugene Agichtein
Studying the Effectiveness of Conversational Search Refinement Through User Simulation. ECIR (1) (2021)
Besnik Fetahu, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi
Gazetteer Enhanced Named Entity Recognition for Code-Mixed Web Queries. SIGIR (2021)
Tao Meng, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi
GEMNET: Effective Gated Gazetteer Representations for Recognizing Complex Entities in Low-context Input. NAACL-HLT (2021)
Surya Kallumadi, Tracy Holloway King, Shervin Malmasi, Maarten de Rijke
ECOM'21: The SIGIR 2021 Workshop on eCommerce. SIGIR (2021)
Ritesh Kumar, Atul Kr. Ojha, Shervin Malmasi, Marcos Zampieri
Evaluating Aggression Identification in Social Media. TRAC@LREC (2020)
Dietmar Jannach, Surya Kallumadi, Tracy Holloway King, Weihua Luo, Shervin Malmasi
ECOM'20: The SIGIR 2020 Workshop on eCommerce. SIGIR (2020)
Eugene Agichtein, Dilek Hakkani-Tür, Surya Kallumadi, Shervin Malmasi
ConvERSe'20: The WSDM 2020 Workshop on Conversational Systems for E-Commerce Recommendations and Search. WSDM (2020)
Marcos Zampieri, Shervin Malmasi, Preslav Nakov, Sara Rosenthal, Noura Farra, Ritesh Kumar
SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval). CoRR (2019)
Marcos Zampieri, Shervin Malmasi, Preslav Nakov, Sara Rosenthal, Noura Farra, Ritesh Kumar
SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval). SemEval@NAACL-HLT (2019)
Gustavo Henrique Paetzold, Marcos Zampieri, Shervin Malmasi
UTFPR at SemEval-2019 Task 5: Hate Speech Identification with Recurrent Neural Networks. SemEval@NAACL-HLT (2019)
Marcos Zampieri, Shervin Malmasi, Preslav Nakov, Sara Rosenthal, Noura Farra, Ritesh Kumar
Predicting the Type and Target of Offensive Posts in Social Media. NAACL-HLT (1) (2019)
Loïc Barrault, Ondrej Bojar, Marta R. Costa-jussà, Christian Federmann, Mark Fishel, Yvette Graham, Barry Haddow, Matthias Huck, Philipp Koehn, Shervin Malmasi, Christof Monz, Mathias Müller, Santanu Pal, Matt Post, Marcos Zampieri
Findings of the 2019 Conference on Machine Translation (WMT19). WMT (2) (2019)
Gustavo Henrique Paetzold, Shervin Malmasi, Marcos Zampieri
UTFPR at SemEval-2019 Task 5: Hate Speech Identification with Recurrent Neural Networks. CoRR (2019)
Marcos Zampieri, Shervin Malmasi, Preslav Nakov, Sara Rosenthal, Noura Farra, Ritesh Kumar
Predicting the Type and Target of Offensive Posts in Social Media. CoRR (2019)
Shervin Malmasi, Wendong Ge, Naoshi Hosomura, Alexander Turchin
Comparing information extraction techniques for low-prevalence concepts: The case of insulin rejection by patients. J. Biomed. Informatics 99 (2019)
Seid Muhie Yimam, Chris Biemann, Shervin Malmasi, Gustavo Paetzold, Lucia Specia, Sanja Stajner, Anaïs Tack, Marcos Zampieri
A Report on the Complex Word Identification Shared Task 2018. BEA@NAACL-HLT (2018)
Iria del Río, Marcos Zampieri, Shervin Malmasi
A Portuguese Native Language Identification Dataset. CoRR (2018)
Liviu P. Dinu, Alina Maria Ciobanu, Marcos Zampieri, Shervin Malmasi
Classifier Ensembles for Dialect and Language Variety Identification. CoRR (2018)
Fernando Benites, Shervin Malmasi, Marcos Zampieri
Classifying Patent Applications with Ensemble Methods. ALTA (2018)
Fernando Benites, Shervin Malmasi, Marcos Zampieri
Classifying Patent Applications with Ensemble Methods. CoRR (2018)
Alina Maria Ciobanu, Marcos Zampieri, Shervin Malmasi, Santanu Pal, Liviu P. Dinu
Discriminating between Indo-Aryan Languages Using SVM Ensembles. CoRR (2018)
Marcos Zampieri, Shervin Malmasi, Preslav Nakov, Ahmed Ali, Suwon Shon, James R. Glass, Yves Scherrer, Tanja Samardzic, Nikola Ljubesic, Jörg Tiedemann, Chris van der Lee, Stefan Grondelaers, Nelleke Oostdijk, Dirk Speelman, Antal van den Bosch, Ritesh Kumar, Bornini Lahiri, Mayank Jain
Language Identification and Morphosyntactic Tagging: The Second VarDial Evaluation Campaign. VarDial@COLING 2018 (2018)
Iria del Río Gayo, Marcos Zampieri, Shervin Malmasi
A Portuguese Native Language Identification Dataset. BEA@NAACL-HLT (2018)
Shervin Malmasi, Mark Dras
Native Language Identification With Classifier Stacking and Ensembles. Comput. Linguistics 44 (3) (2018)
Shervin Malmasi, Alexander Turchin
Canary: an Information Extraction Platform for Researchers and Clinicians. AMIA (2018)
Alina Maria Ciobanu, Shervin Malmasi, Liviu P. Dinu
German Dialect Identification Using Classifier Ensembles. VarDial@COLING 2018 (2018)
Alina Maria Ciobanu, Shervin Malmasi, Liviu P. Dinu
German Dialect Identification Using Classifier Ensembles. CoRR (2018)
Ritesh Kumar, Atul Kr. Ojha, Shervin Malmasi, Marcos Zampieri
Benchmarking Aggression Identification in Social Media. TRAC@COLING 2018 (2018)
Shervin Malmasi, Iria del Río, Marcos Zampieri
Portuguese Native Language Identification. PROPOR (2018)
Shervin Malmasi, Marcos Zampieri
Challenges in Discriminating Profanity from Hate Speech. CoRR (2018)
Seid Muhie Yimam, Chris Biemann, Shervin Malmasi, Gustavo H. Paetzold, Lucia Specia, Sanja Stajner, Anaïs Tack, Marcos Zampieri
A Report on the Complex Word Identification Shared Task 2018. CoRR (2018)
Shervin Malmasi, Marcos Zampieri
Challenges in discriminating profanity from hate speech. J. Exp. Theor. Artif. Intell. 30 (2) (2018)
Alina Maria Ciobanu, Marcos Zampieri, Shervin Malmasi, Santanu Pal, Liviu P. Dinu
Discriminating between Indo-Aryan Languages Using SVM Ensembles. VarDial@COLING 2018 (2018)
Shervin Malmasi, Nicolae L. Sandor, Naoshi Hosomura, Matt Goldberg, Stephen Skentzos, Alexander Turchin
Canary: An Information Extraction Platform for Clinical Researchers. AMIA (2017)
Shervin Malmasi, Mark Dras, Mark Johnson, Lan Du, Magdalena Wolska
Unsupervised Text Segmentation Based on Native Language Characteristics. ACL (1) (2017)
Shervin Malmasi, Keelan Evanini, Aoife Cahill, Joel R. Tetreault, Robert A. Pugh, Christopher Hamill, Diane Napolitano, Yao Qian
A Report on the 2017 Native Language Identification Shared Task. BEA@EMNLP (2017)
Alina Maria Ciobanu, Marcos Zampieri, Shervin Malmasi, Liviu P. Dinu
Including Dialects and Language Varieties in Author Profiling. CoRR (2017)
Shervin Malmasi, Mark Dras
Native Language Identification using Stacked Generalization. CoRR (2017)
Shervin Malmasi
Open-Set Language Identification. CoRR (2017)
Octavia-Maria Sulea, Marcos Zampieri, Shervin Malmasi, Mihaela Vela, Liviu P. Dinu, Josef van Genabith
Exploring the Use of Text Classification in the Legal Domain. CoRR (2017)
Shervin Malmasi, Naoshi Hosomura, Lee-Shing Chang, C. J. Brown, Stephen Skentzos, Alexander Turchin
Extracting Healthcare Quality Information from Unstructured Data. AMIA (2017)
Octavia-Maria Sulea, Marcos Zampieri, Shervin Malmasi, Mihaela Vela, Liviu P. Dinu, Josef van Genabith
Exploring the Use of Text Classification in the Legal Domain. ASAIL@ICAIL (2017)
Shervin Malmasi, Marcos Zampieri
Detecting Hate Speech in Social Media. CoRR (2017)
Marcos Zampieri, Shervin Malmasi, Gustavo Paetzold, Lucia Specia
Complex Word Identification: Challenges in Data Annotation and System Performance. CoRR (2017)
Alina Maria Ciobanu, Marcos Zampieri, Shervin Malmasi, Liviu P. Dinu
Including Dialects and Language Varieties in Author Profiling. CLEF (Working Notes) (2017)
Shervin Malmasi, Marcos Zampieri
Detecting Hate Speech in Social Media. RANLP (2017)
Shervin Malmasi, Mark Dras
Feature Hashing for Language and Dialect Identification. ACL (2) (2017)
Marcos Zampieri, Shervin Malmasi, Nikola Ljubesic, Preslav Nakov, Ahmed Ali, Jörg Tiedemann, Yves Scherrer, Noëmi Aepli
Findings of the VarDial Evaluation Campaign 2017. VarDial (2017)
Shervin Malmasi, Mark Dras
Multilingual native language identification. Nat. Lang. Eng. 23 (2) (2017)
Shervin Malmasi, Marcos Zampieri
Arabic Dialect Identification Using iVectors and ASR Transcripts. VarDial (2017)
Shervin Malmasi, Nicolae L. Sandor, Naoshi Hosomura, Matt Goldberg, Stephen Skentzos, Alexander Turchin
Canary: An NLP Platform for Clinicians and Researchers. Appl. Clin. Inform. 8 (02) (2017)
Marcos Zampieri, Shervin Malmasi, Gustavo Paetzold, Lucia Specia
Complex Word Identification: Challenges in Data Annotation and System Performance. NLP-TEA@IJCNLP (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shervin Malmasi