Selected Publications

Full List: [ Google Scholar | ACL Anthology | DBLP ]

[*indicates equal contribution]

COLM 2025

OpinioRAG: Towards Generating User-Centric Opinion Highlights from Large-scale Online Reviews

Published at COLM 2025

Mir Tafseer Nayeem and Davood Rafiei

Paper Website

EMNLP 2025

SurveyGen: Quality-Aware Scientific Survey Generation with Large Language Models

Published at EMNLP 2025(Main) Oral

Tong Bao, Mir Tafseer Nayeem, Davood Rafiei, and Chengzhi Zhang

Paper Code

EMNLP 2025

From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text

Published at EMNLP 2025(Main)

Ridwan Mahbub^*, Mohammed Saidul Islam^*, Mir Tafseer Nayeem, Md Tahmid Rahman Laskar, Mizanur Rahman, Shafiq Joty, and Enamul Hoque

Paper

EMNLP 2025

Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices

Published at EMNLP 2025(Industry Track)

Md Tahmid Rahman Laskar, Mohammed Saidul Islam, Ridwan Mahbub, Mizanur Rahman, Amran Bhuiyan, Israt Jahan, Mir Tafseer Nayeem, Shafiq Joty, Enamul Hoque, and Jimmy Huang

Paper Code

VIS 2025

The Perils of Chart Deception: How Misleading Visualizations Affect Vision-Language Models

Published at VIS 2025 Oral

🏆 Best Short Paper Award

Ridwan Mahbub, Mohammed Saidul Islam, Md Tahmid Rahman Laskar, Mizanur Rahman, Mir Tafseer Nayeem, and Enamul Hoque

Paper Code

ACL 2025

Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning?

Published at ACL 2025(Industry Track)

Md Tahmid Rahman Laskar, Mohammed Saidul Islam, Ridwan Mahbub, Ahmed Masry, Mizanur Rahman, Amran Bhuiyan, Mir Tafseer Nayeem, Shafiq Joty, Enamul Hoque, and Jimmy Huang

Paper Code

NAACL 2025

eC-Tab2Text: Aspect-Based Text Generation from e-Commerce Product Tables

Published at NAACL 2025(Industry Track)

Luis Antonio Gutiérrez Guanilo, Mir Tafseer Nayeem, Cristian López, and Davood Rafiei

Paper Code & Dataset

EMNLP 2024

KidLM: Advancing Language Models for Children – Early Insights and Future Directions

Published at EMNLP 2024(Main)

🏆 Best Resource Paper Award

Mir Tafseer Nayeem and Davood Rafiei

Corpus Models & Collection Media Coverage Slides Poster X Thread

EMNLP 2024

Are Large Vision Language Models up to the Challenge of Chart Comprehension and Reasoning

Published at EMNLP 2024(Findings)

Mohammed Saidul Islam, Raian Rahman, Ahmed Masry^*, Md Tahmid Rahman Laskar^*, Mir Tafseer Nayeem^*, and Enamul Hoque

Code Slides Poster

ACL 2024

XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags

Published at ACL 2024(Findings)

Mir Tafseer Nayeem^*, Faisal Tareque Shohan^*, Samsul Islam, Abu Ubaida Akash, and Shafiq Joty

Code Dataset & Models Slides Poster X Thread

COLING 2024

BenLLM-Eval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP

Published at COLING 2024

Mohsinul Kabir^*, Mohammed Saidul Islam^*, Md Tahmid Rahman Laskar, Mir Tafseer Nayeem, M Saiful Bari, and Enamul Hoque

Code Slides Poster

CIKM 2023

Product Entity Matching via Tabular Data

Published at ACM CIKM 2023

Ali Naeimabadi, Mir Tafseer Nayeem, and Davood Rafiei

Paper Poster

EACL 2023

On the Role of Reviewer Expertise in Temporal Review Helpfulness Prediction

Published at EACL 2023(Findings)

Mir Tafseer Nayeem and Davood Rafiei

Code Dataset Slides Poster

EACL 2023

Shironaam: Bengali News Headline Generation using Auxiliary Information

Published at EACL 2023(Main)

Mir Tafseer Nayeem^*, Abu Ubaida Akash^*, Faisal Tareque Shohan, and Tanvir Islam

Code Dataset Slides Poster

AAAI 2021

Simple or Complex? Learning to Predict Readability of Bengali Texts

Published at AAAI 2021(Main)

Mir Tafseer Nayeem^*, Susmoy Chakraborty^*, and Wasi Uddin Ahmad

Paper Code Dataset Slides Poster Demo Video X Thread

EACL 2021

Unsupervised Abstractive Summarization of Bengali Text Documents

Published at EACL 2021(Main)

Mir Tafseer Nayeem^*, Radia Rayan Chowdhury^*, TT Mim, MSR Chowdhury, and T Jannat

Code Dataset Slides Poster Demo Video X Thread

ECIR 2019

Neural Diverse Abstractive Sentence Compression Generation

Published at ECIR 2019

Mir Tafseer Nayeem, Tanvir Ahmed Fuad, and Yllias Chali

Paper

CS&L 2019

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

Paper Code

COLING 2018

Abstractive Unsupervised Multi-Document Summarization using Paraphrastic Sentence Fusion

Published in COLING 2018 Oral

🏆 Area Chair Favorite Paper Award

Mir Tafseer Nayeem, Tanvir Ahmed Fuad, and Yllias Chali

Slides Code Twitter Thread

• 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
  👉

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