Papers are roughly grouped by topics and sorted based on date. The full list of articles is available on my Google Scholar.
Visual Question Answering (VQA)
Visual Robustness Benchmark for Visual Question Answering (VQA)
In-review | Preprint Available | 2024
Md Farhan Ishmam*, Ishmam Tashdeed*, Talukder Asir Saadat*, Md Hamjajul Ashmafee, Abu Raihan Mostofa Kamal, Md Azam Hossain
In-review | Preprint Available | 2024
Md Farhan Ishmam*, Ishmam Tashdeed*, Talukder Asir Saadat*, Md Hamjajul Ashmafee, Abu Raihan Mostofa Kamal, Md Azam Hossain
ChitroJera: A Regionally Relevant Visual Question Answering Dataset for Bangla
In-review | 2024
Md Fahim*, Deeparghya Dutta Barua*, Md Sakib Ul Rahman Sourove*, Md Farhan Ishmam, Fariha Tanjim Shifat, Fabiha Haider, Farhad Alam Bhuiyan
In-review | 2024
Md Fahim*, Deeparghya Dutta Barua*, Md Sakib Ul Rahman Sourove*, Md Farhan Ishmam, Fariha Tanjim Shifat, Fabiha Haider, Farhad Alam Bhuiyan
From Image to Language: A Critical Analysis of Visual Question Answering (VQA) Approaches, Challenges, and Opportunities
Information Fusion Journal | 2024
Md Farhan Ishmam, Md Sakib Hossain Shovon, Muhammad Firoz Mridha, Nilanjan Dey
Information Fusion Journal | 2024
Md Farhan Ishmam, Md Sakib Hossain Shovon, Muhammad Firoz Mridha, Nilanjan Dey
Transliteration and Code-Mixing
BanglaTLit: A Benchmark Dataset for Back-Transliteration of Romanized Bangla
EMNLP Findings | 2024
Md Fahim*, Fariha Tanjim Shifat*, Md Farhan Ishmam*, Deeparghya Dutta Barua, Fabiha Haider, Md Sakib Ul Rahman Sourove, Farhad Alam Bhuiyan
EMNLP Findings | 2024
Md Fahim*, Fariha Tanjim Shifat*, Md Farhan Ishmam*, Deeparghya Dutta Barua, Fabiha Haider, Md Sakib Ul Rahman Sourove, Farhad Alam Bhuiyan
BnSentMix: A Diverse Bengali-English Code-Mixed Dataset for Sentiment Analysis
In-review | Preprint Available | 2024
Sadia Alam, Md Farhan Ishmam, Navid Hasin Alvee, Md Shahnewaz Siddique, Md Azam Hossain, Abu Raihan Mostofa Kamal
In-review | Preprint Available | 2024
Sadia Alam, Md Farhan Ishmam, Navid Hasin Alvee, Md Shahnewaz Siddique, Md Azam Hossain, Abu Raihan Mostofa Kamal
Harmful Content
Penta NLP at EXIST 2024 Task 1–3: Sexism Identification, Source Intention, Sexism Categorization In Tweets
EXIST at Conference and Labs of the Evaluation Forum (CLEF) | 2024
Fariha Tanjim Shifat, Fabiha Haider, Md Sakib Ul Rahman Sourove, Deeparghya Dutta Barua, Md Farhan Ishmam, Md Fahim, Farhad Alam Bhuiyan
EXIST at Conference and Labs of the Evaluation Forum (CLEF) | 2024
Fariha Tanjim Shifat, Fabiha Haider, Md Sakib Ul Rahman Sourove, Deeparghya Dutta Barua, Md Farhan Ishmam, Md Fahim, Farhad Alam Bhuiyan
Penta ML at EXIST 2024: Tagging Sexism in Online Multimodal Content With Attention-enhanced Modal Context
EXIST at Conference and Labs of the Evaluation Forum (CLEF) | 2024
Deeparghya Dutta Barua, Md Sakib Ul Rahman Sourove, Fabiha Haider, Fariha Tanjim Shifat, Md Farhan Ishmam, Md Fahim, Farhad Alam Bhuiyan
EXIST at Conference and Labs of the Evaluation Forum (CLEF) | 2024
Deeparghya Dutta Barua, Md Sakib Ul Rahman Sourove, Fabiha Haider, Fariha Tanjim Shifat, Md Farhan Ishmam, Md Fahim, Farhad Alam Bhuiyan
General Text Classification
FourierKAN outperforms MLP on Text Classification Head Fine-tuning
Preprint Available | 2024
Abdullah Al Imran*, Md Farhan Ishmam*
Preprint Available | 2024
Abdullah Al Imran*, Md Farhan Ishmam*
Contextual Breach: Assessing the Robustness of Transformer-based QA Models
Preprint Available | 2024
Asir Saadat*, Nahian Ibn Asad*, Md Farhan Ishmam
Preprint Available | 2024
Asir Saadat*, Nahian Ibn Asad*, Md Farhan Ishmam