My research covers the topics of -

• Multimodal Deep Learning (Integrate audio-visual and linguistic information)
• Social Media NLP (Abusive, Hate, and Aggression detection)
• Text Classification (Opinion mining and Emotion detection)
• Computer Vision (Cancer and Disease detection)

2024

1. ACL

   Deciphering Hate: Identifying Hateful Memes and Their Targets

   Eftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque, and Sarah Masud Preum

   In Proc. of ACL Main, 2024

2. EACL

   A Multimodal Framework to Detect Target Aware Aggression in Memes

   Shawly Ahsan*, Eftekhar Hossain*, Omar Sharif, Avishek Das, Mohammed Moshiul Hoque, M. Dewan

   In Proc. of EACL Main, 2024

3. EACL

   Align before Attend: Aligning Visual and Textual Features for Multimodal Hateful Content Detection

   Eftekhar Hossain*, Omar Sharif*, Mohammed Moshiul Hoque, and Sarah Masud Preum

   In Proc. of EACL, Student Research Workshop (SRW), 2024

2022

1. AACL

   MUTE: A Multimodal Dataset for Detecting Hateful Memes

   Eftekhar Hossain, Omar Sharif, and Mohammed Moshiul Hoque

   In Proc. of AACL, Student Research Workshop (SRW), 2022

2. Journal

   Identification of Multilingual Offense and Troll from Social Media Memes Using Weighted Ensemble of Multimodal Features

   Eftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque et al.

   Journal of KSU-Computer Science and Information (Q1, IF-6.9). Elsevier, 2022

3. LREC

   MemoSen: A Multimodal Dataset for Sentiment Analysis of Memes

   Eftekhar Hossain , Omar Sharif, and Mohammed Moshiul Hoque

   In Proc. of LREC, 2022

4. ACL

   M-BAD: A Multilabel Dataset for Detecting Aggressive Texts and Their Targets

   Omar Sharif, Eftekhar Hossain , and Mohammed Moshiul Hoque

   CONSTRAINT Workshop. ACL, 2022

5. Journal

   A Deep Attentive Multimodal Learning Approach for Disaster Identification from Social Media Posts

   Eftekhar Hossain , Mohammed Moshiul Hoque, Enamul Hoque, and Md. Saiful Islam

   IEEE Access (Q1, IF-3.367), 2022

2021

1. EACL

   Investigating Visual and Textual Features to Identify Trolls from Multimodal Social Media Memes

   Eftekhar Hossain , Omar Sharif, and Mohammed Moshiul Hoque

   DravidianLangTech Workshop (Shared Task). EACL, 2021

   In a complete theory there is an element corresponding to each element of reality. A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.

2. EACL

   Offensive Language Detection from Multilingual Code-Mixed Text using Transformers

   Omar Sharif, Eftekhar Hossain , and Mohammed Moshiul Hoque

   DravidianLangTech Workshop (Shared Task). EACL, 2021

   In a complete theory there is an element corresponding to each element of reality. A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.

3. EACL

   Multilingual Code-Mixed Hope Speech Detection using Cross-lingual Representation Learner

   Eftekhar Hossain , Omar Sharif, and Mohammed Moshiul Hoque

   LT-EDI Workshop (Shared Task). EACL, 2021

   In a complete theory there is an element corresponding to each element of reality. A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.

4. Springer

   Sentiment Polarity Detection on Bengali Book Reviews Using Multinomial Naive Bayes

   Eftekhar Hossain , Omar Sharif, and Mohammed Moshiul Hoque

   In Proc. of Advanced Computing and Intelligent Engineering. Springer, 2021

   In a complete theory there is an element corresponding to each element of reality. A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.

2020

1. ACL

   TechTexC: Classification of Technical Texts using Convolution and Bidirectional Long Short Term Memory Network

   Omar Sharif, Eftekhar Hossain , and Mohammed Moshiul Hoque

   In Proc. of ICON (Shared Task). ACL, 2020

   In a complete theory there is an element corresponding to each element of reality. A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.

2. Springer

   SentiLSTM: A Deep Learning Approach for Sentiment Analysis of Restaurant Reviews

   Eftekhar Hossain , Omar Sharif, Mohammed Moshiul Hoque, and Iqbal H. Sarkar

   In Proc. of Hybrid Intelligent Systems (HIS). Springer, 2020

   In a complete theory there is an element corresponding to each element of reality. A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.

2019

1. IEEE

   Sentiment Analysis of Bengali Texts on Online Restaurant Reviews Using Multinomial Naïve Bayes

   Omar Sharif, Mohammed Moshiul Hoque, and Eftekhar Hossain

   In Proc. of ICASERT. IEEE, 2019

   In a complete theory there is an element corresponding to each element of reality. A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.

2. IEEE

   A Color and Texture Based Approach for the Detection and Classification of Plant Leaf Disease Using KNN Classifier

   Eftekhar Hossain , Md. Farhad Hossain, Mohammad Anisur Rahaman

   In Proc. of ECCE. IEEE, 2019

   In a complete theory there is an element corresponding to each element of reality. A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.

2018

1. IEEE

   An Approach for the Detection and Classification of Tumor Cells from Bone MRI Using Wavelet Transform and KNN Classifier

   Eftekhar Hossain and Mohammad Ansiur Rahaman

   In Proc. of ICIET. IEEE, 2018

   In a complete theory there is an element corresponding to each element of reality. A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.

2. IEEE

   Detection & Classification of Tumor Cells From Bone MR Imagery Using Connected Component Analysis & Neural Network

   Eftekhar Hossain and Mohammad Ansiur Rahaman

   In Proc. of ICAEEE. IEEE, 2018

   In a complete theory there is an element corresponding to each element of reality. A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.

3. IEEE

   Bone Cancer Detection & Classification Using Fuzzy Clustering & Neuro Fuzzy Classifier

   Eftekhar Hossain and Mohammad Ansiur Rahaman

   In Proc. of iCEEiCT. IEEE, 2018

   In a complete theory there is an element corresponding to each element of reality. A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.