Selected Publications
Full List: [ Google Scholar | ACL Anthology | DBLP ]
[*indicates equal contribution]
Preprints
- LFOSum: Summarizing Long-form Opinions with Large Language Models
📰 Uploaded to arXiv (cs.CL)
👨💻 Mir Tafseer Nayeem and Davood Rafiei
👉
2025
- eC-Tab2Text: Aspect-Based Text Generation from e-Commerce Product Tables
📰 Accepted for publication at NAACL 2025 (Industry Track) 🆕
👨💻 Luis Antonio Gutiérrez Guanilo, Mir Tafseer Nayeem, Cristian López, and Davood Rafiei
👉
2024
- KidLM: Advancing Language Models for Children – Early Insights and Future Directions
📰 Published in EMNLP 2024
👨💻 Mir Tafseer Nayeem and Davood Rafiei
👉
🏆 Best Resource Paper Award
- Are Large Vision Language Models up to the Challenge of Chart Comprehension and Reasoning
📰 Published in EMNLP 2024 (Findings)
👨💻 Mohammed Saidul Islam, Raian Rahman, Ahmed Masry*, Md Tahmid Rahman Laskar*, Mir Tafseer Nayeem*, and Enamul Hoque
👉
- XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags
📰 Published in ACL 2024 (Findings)
👨💻 Mir Tafseer Nayeem*, Faisal Tareque Shohan*, Samsul Islam, Abu Ubaida Akash, and Shafiq Joty
👉
- BenLLM-Eval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP
📰 Published in COLING 2024
👨💻 Mohsinul Kabir*, Mohammed Saidul Islam*, Md Tahmid Rahman Laskar, Mir Tafseer Nayeem, M Saiful Bari, and Enamul Hoque
👉
2023
- Product Entity Matching via Tabular Data
📰 Published in ACM CIKM 2023
👨💻 Ali Naeimabadi, Mir Tafseer Nayeem, and Davood Rafiei
👉
- On the Role of Reviewer Expertise in Temporal Review Helpfulness Prediction
📰 Published in EACL 2023 (Findings)
👨💻 Mir Tafseer Nayeem and Davood Rafiei
👉
- Shironaam: Bengali News Headline Generation using Auxiliary Information
📰 Published in EACL 2023
👨💻 Mir Tafseer Nayeem*, Abu Ubaida Akash*, Faisal Tareque Shohan, and Tanvir Islam
👉
2021
- Simple or Complex? Learning to Predict Readability of Bengali Texts
📰 Published in AAAI 2021
👨💻 Mir Tafseer Nayeem*, Susmoy Chakraborty*, and Wasi Uddin Ahmad
👉
- Unsupervised Abstractive Summarization of Bengali Text Documents
📰 Published in EACL 2021
👨💻 Mir Tafseer Nayeem*, Radia Rayan Chowdhury*, TT Mim, MSR Chowdhury, and T Jannat
👉
2019
- Neural Diverse Abstractive Sentence Compression Generation
📰 Published in ECIR 2019
👨💻 Mir Tafseer Nayeem, Tanvir Ahmed Fuad, and Yllias Chali
👉
- Neural Sentence Fusion for Diversity Driven Abstractive Multi-Document Summarization
📰 Published in Computer Speech & Language, Elsevier 58 (2019): 216-230.
👨💻 Mir Tafseer Nayeem*, Tanvir Ahmed Fuad*, Asif Mahmud, and Yllias Chali
👉
2018
- Abstractive Unsupervised Multi-Document Summarization using Paraphrastic Sentence Fusion
📰 Published in COLING 2018 (Oral)
👨💻 Mir Tafseer Nayeem, Tanvir Ahmed Fuad, and Yllias Chali
👉
🏆 Area Chair Favorite Paper Award
2017
- Paraphrastic Fusion for Abstractive Multi-Sentence Compression Generation
📰 Published in ACM CIKM 2017
👨💻 Mir Tafseer Nayeem and Yllias Chali
👉
🏆 ACM SIGIR Student Travel Grant
- Towards Abstractive Multi-Document Summarization Using Submodular Function-Based Framework, Sentence Compression and Merging
📰 Published in IJCNLP 2017
👨💻 Yllias Chali, Moin Mahmud Tanvee, and Mir Tafseer Nayeem
- Extract with Order for Coherent Multi-Document Summarization
📰 Published in ACL 2017 (Workshop, Oral)
👨💻 Mir Tafseer Nayeem and Yllias Chali
👉