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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)
WACV'25
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
ArXiv'24
Deeparghya Dutta Barua*, Md Sakib Ul Rahman Sourove*, Md Farhan Ishmam*, Fabiha Haider, Fariha Tanjim Shifat, Md Fahim, 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

Transliteration and Code-Mixing

BanglaTLit: A Benchmark Dataset for Back-Transliteration of Romanized Bangla
EMNLP'24 Findings
Md Fahim*, Fariha Tanjim Shifat*, Fabiha Haider*, Deeparghya Dutta Barua, Md Sakib Ul Rahman Sourove, Md Farhan Ishmam, Farhad Alam Bhuiyan

BanTH: A Multi-label Hate Speech Detection Dataset for Transliterated Bangla
NAACL'25 Findings
Fabiha Haider*, Fariha Tanjim Shifat*, Md Farhan Ishmam*, Deeparghya Dutta Barua, Md Sakib Ul Rahman Sourove, Md Fahim, Farhad Alam Bhuiyan

BnSentMix: A Diverse Bengali-English Code-Mixed Dataset for Sentiment Analysis
LoResLM@COLING'25
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@CLEF'24
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@CLEF'24
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
FITML@NeurIPS'24
Abdullah Al Imran*, Md Farhan Ishmam*

Contextual Breach: Assessing the Robustness of Transformer-based QA Models
ArXiv'24
Asir Saadat*, Nahian Ibn Asad*, Md Farhan Ishmam