Cover Image

Thinking Like a Botanist: Challenging Multimodal Language Models with Intent-Driven Chain-of-Inquiry

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sakib, Syed Nazmus, Haque, Nafiul, Amin, Shahrear Bin, Abdullah, Hasan Muhammad, Hasan, Md. Mehedi, Hossain, Mohammad Zabed, Arman, Shifat E.
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

PlantVillageVQA: A Visual Question Answering Dataset for Benchmarking Vision-Language Models in Plant Science
by: Sakib, Syed Nazmus, et al.
Published: (2025)

PhyDrawGen: Physically Grounded Diagram Generation from Natural Language
by: Haque, Nafiul, et al.
Published: (2026)

The Surface You Test Is Not the Surface That Breaks
by: Arman, Shifat E, et al.
Published: (2026)

SugarcaneShuffleNet: A Very Fast, Lightweight Convolutional Neural Network for Diagnosis of 15 Sugarcane Leaf Diseases
by: Arman, Shifat E., et al.
Published: (2025)

PATHWAYS: Evaluating Investigation and Context Discovery in AI Web Agents
by: Arman, Shifat E., et al.
Published: (2026)

An Interdisciplinary Review of Commonsense Reasoning and Intent Detection
by: Sakib, Md Nazmus
Published: (2025)

Automatic Vehicle Detection using DETR: A Transformer-Based Approach for Navigating Treacherous Roads
by: Fahad, Istiaq Ahmed, et al.
Published: (2025)

Expecting Too Much, Getting Too Little: Exploring the Challenges and Design Opportunities of Asynchronous AI Interviewers
by: Sakib, Md Nazmus, et al.
Published: (2026)

Handcrafted Feature Fusion for Reliable Detection of AI-Generated Images
by: Nirob, Syed Mehedi Hasan, et al.
Published: (2026)

Beyond Symbolic Solving: Multi Chain-of-Thought Voting for Geometric Reasoning in Large Language Models
by: Siddique, Md. Abu Bakor, et al.
Published: (2026)

Annotate Rhetorical Relations with INCEpTION: A Comparison with Automatic Approaches
by: Emon, Mehedi Hasan
Published: (2025)

Bangla MedER: Multi-BERT Ensemble Approach for the Recognition of Bangla Medical Entity
by: Aurpa, Tanjim Taharat, et al.
Published: (2025)

Context-Aware Asymmetric Ensembling for Interpretable Retinopathy of Prematurity Screening via Active Query and Vascular Attention
by: Hassan, Md. Mehedi, et al.
Published: (2026)

Exploring the Influence of Online Videos on Parents or Caregivers of Children with Developmental Delays
by: Ahmed, Saquib, et al.
Published: (2024)

Automatic Pull Request Description Generation Using LLMs: A T5 Model Approach
by: Sakib, Md Nazmus, et al.
Published: (2024)

Less Is More? Selective Visual Attention to High-Importance Regions for Multimodal Radiology Summarization
by: Naznin, Mst. Fahmida Sultana, et al.
Published: (2026)

Competing or Collaborating? The Role of Hackathon Formats in Shaping Team Dynamics and Project Choices
by: Tisha, Sadia Nasrin, et al.
Published: (2025)

Stability Criteria and Optoelectronic Properties of Mg3ZBr3 (Z = As, Sb, Bi) Perovskites for Evaluating the Performance in PIN Photo Diode
by: Mohiuddin, Md, et al.
Published: (2025)

DPCSpell: A Transformer-based Detector-Purificator-Corrector Framework for Spelling Error Correction of Bangla and Resource Scarce Indic Languages
by: Bijoy, Mehedi Hasan, et al.
Published: (2022)

Small Language Models: Architectures, Techniques, Evaluation, Problems and Future Adaptation
by: Sakib, Tanjil Hasan, et al.
Published: (2025)

Bangla Sign Language Translation: Dataset Creation Challenges, Benchmarking and Prospects
by: Rubaiyeat, Husne Ara, et al.
Published: (2025)

Risks, Causes, and Mitigations of Widespread Deployments of Large Language Models (LLMs): A Survey
by: Sakib, Md Nazmus, et al.
Published: (2024)

GraphFusion3D: Dynamic Graph Attention Convolution with Adaptive Cross-Modal Transformer for 3D Object Detection
by: Mia, Md Sohag, et al.
Published: (2025)

Polite on the Surface, Wrong in Practice: A Curated Dataset for Fixing Honorific Failures in Multilingual Bangla Generation
by: Shuvo, Md. Asaduzzaman, et al.
Published: (2026)

A Deep Learning-based Multimodal Depth-Aware Dynamic Hand Gesture Recognition System
by: Mahmud, Hasan, et al.
Published: (2021)

Interpretable Gallbladder Ultrasound Diagnosis: A Lightweight Web-Mobile Software Platform with Real-Time XAI
by: Bhoyan, Fuyad Hasan, et al.
Published: (2025)

Counting Through Occlusion: Framework for Open World Amodal Counting
by: Arib, Safaeid Hossain, et al.
Published: (2025)

Multidimensional Human Activity Recognition With Large Language Model: A Conceptual Framework
by: Hasan, Syed Mhamudul
Published: (2024)

Physical Evaluation of Naturalistic Adversarial Patches for Camera-Based Traffic-Sign Detection
by: D'Urso, Brianna, et al.
Published: (2026)

Understanding the Effects of AI-Assisted Critical Thinking on Human-AI Decision Making
by: Tian, Harry Yizhou, et al.
Published: (2026)

BDA: Bangla Text Data Augmentation Framework
by: Tariquzzaman, Md., et al.
Published: (2024)

Artificial Neural Networks to Recognize Speakers Division from Continuous Bengali Speech
by: Ali, Hasmot, et al.
Published: (2024)

Quantitative and Qualitative Comparison of Generative Models for Subject-Specific Gaze Synthesis: Diffusion vs GAN
by: Hasan, Kamrul, et al.
Published: (2025)

Scene Graph-Guided Generative AI Framework for Synthesizing and Evaluating Industrial Hazard Scenarios
by: Acharjee, Sanjay, et al.
Published: (2025)

Preemptive Hallucination Reduction: An Input-Level Approach for Multimodal Language Model
by: Arif, Nokimul Hasan, et al.
Published: (2025)

ShobdoSetu: A Data-Centric Framework for Bengali Long-Form Speech Recognition and Speaker Diarization
by: Sakib, Md. Nazmus, et al.
Published: (2026)

Securing Proof of Stake Blockchains: Leveraging Multi-Agent Reinforcement Learning for Detecting and Mitigating Malicious Nodes
by: Bappy, Faisal Haque, et al.
Published: (2024)

Bengali Sign Language Recognition through Hand Pose Estimation using Multi-Branch Spatial-Temporal Attention Model
by: Miah, Abu Saleh Musa, et al.
Published: (2024)

Real-Time Lightweight Gaze Privacy-Preservation Techniques Validated via Offline Gaze-Based Interaction Simulation
by: Raju, Mehedi Hasan, et al.
Published: (2025)

SWORD: A Secure LoW-Latency Offline-First Authentication and Data Sharing Scheme for Resource Constrained Distributed Networks
by: Bappy, Faisal Haque, et al.
Published: (2026)