Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization
Fuente:
arXiv
Saved in:
| Main Authors: | Rahman, Mizanur, Islam, Mohammed Saidul, Laskar, Md Tahmid Rahman, Joty, Shafiq, Hoque, Enamul |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text
by: Rahman, Mizanur, et al.
Published: (2025)
by: Rahman, Mizanur, et al.
Published: (2025)
DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts
by: Islam, Mohammed Saidul, et al.
Published: (2024)
by: Islam, Mohammed Saidul, et al.
Published: (2024)
From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text
by: Mahbub, Ridwan, et al.
Published: (2025)
by: Mahbub, Ridwan, et al.
Published: (2025)
The Perils of Chart Deception: How Misleading Visualizations Affect Vision-Language Models
by: Mahbub, Ridwan, et al.
Published: (2025)
by: Mahbub, Ridwan, et al.
Published: (2025)
LLM-Based Data Science Agents: A Survey of Capabilities, Challenges, and Future Directions
by: Rahman, Mizanur, et al.
Published: (2025)
by: Rahman, Mizanur, et al.
Published: (2025)
Lost in Translation: Do LVLM Judges Generalize Across Languages?
by: Laskar, Md Tahmid Rahman, et al.
Published: (2026)
by: Laskar, Md Tahmid Rahman, et al.
Published: (2026)
Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning?
by: Laskar, Md Tahmid Rahman, et al.
Published: (2025)
by: Laskar, Md Tahmid Rahman, et al.
Published: (2025)
Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices
by: Laskar, Md Tahmid Rahman, et al.
Published: (2025)
by: Laskar, Md Tahmid Rahman, et al.
Published: (2025)
Are Large Vision Language Models up to the Challenge of Chart Comprehension and Reasoning? An Extensive Investigation into the Capabilities and Limitations of LVLMs
by: Islam, Mohammed Saidul, et al.
Published: (2024)
by: Islam, Mohammed Saidul, et al.
Published: (2024)
Natural Language Generation for Visualizations: State of the Art, Challenges and Future Directions
by: Hoque, Enamul, et al.
Published: (2024)
by: Hoque, Enamul, et al.
Published: (2024)
ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering
by: Masry, Ahmed, et al.
Published: (2025)
by: Masry, Ahmed, et al.
Published: (2025)
BenLLMEval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP
by: Kabir, Mohsinul, et al.
Published: (2023)
by: Kabir, Mohsinul, et al.
Published: (2023)
DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive Dashboards
by: Kartha, Aaryaman, et al.
Published: (2025)
by: Kartha, Aaryaman, et al.
Published: (2025)
Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge
by: Laskar, Md Tahmid Rahman, et al.
Published: (2025)
by: Laskar, Md Tahmid Rahman, et al.
Published: (2025)
Open-RAG: Enhanced Retrieval-Augmented Reasoning with Open-Source Large Language Models
by: Islam, Shayekh Bin, et al.
Published: (2024)
by: Islam, Shayekh Bin, et al.
Published: (2024)
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations
by: Laskar, Md Tahmid Rahman, et al.
Published: (2024)
by: Laskar, Md Tahmid Rahman, et al.
Published: (2024)
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning
by: Masry, Ahmed, et al.
Published: (2024)
by: Masry, Ahmed, et al.
Published: (2024)
A Comprehensive Evaluation of Large Language Models on Benchmark Biomedical Text Processing Tasks
by: Jahan, Israt, et al.
Published: (2023)
by: Jahan, Israt, et al.
Published: (2023)
ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild
by: Masry, Ahmed, et al.
Published: (2024)
by: Masry, Ahmed, et al.
Published: (2024)
From Text to Voice: A Reproducible and Verifiable Framework for Evaluating Tool Calling LLM Agents
by: Laskar, Md Tahmid Rahman, et al.
Published: (2026)
by: Laskar, Md Tahmid Rahman, et al.
Published: (2026)
DATAREEL: Automated Data-Driven Video Story Generation with Animations
by: Mahbub, Ridwan, et al.
Published: (2026)
by: Mahbub, Ridwan, et al.
Published: (2026)
Evaluating the Effectiveness of Cost-Efficient Large Language Models in Benchmark Biomedical Tasks
by: Jahan, Israt, et al.
Published: (2025)
by: Jahan, Israt, et al.
Published: (2025)
Evolution of ReID: From Early Methods to LLM Integration
by: Bhuiyan, Amran, et al.
Published: (2025)
by: Bhuiyan, Amran, et al.
Published: (2025)
Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization
by: Li, Chuyuan, et al.
Published: (2025)
by: Li, Chuyuan, et al.
Published: (2025)
Query-OPT: Optimizing Inference of Large Language Models via Multi-Query Instructions in Meeting Summarization
by: Laskar, Md Tahmid Rahman, et al.
Published: (2024)
by: Laskar, Md Tahmid Rahman, et al.
Published: (2024)
SparseTransX: Efficient Training of Translation-Based Knowledge Graph Embeddings Using Sparse Matrix Operations
by: Anik, Md Saidul Hoque, et al.
Published: (2025)
by: Anik, Md Saidul Hoque, et al.
Published: (2025)
Beyond Text-to-SQL: An Agentic LLM System for Governed Enterprise Analytics APIs
by: Singh, Gundeep, et al.
Published: (2026)
by: Singh, Gundeep, et al.
Published: (2026)
VisText-Mosquito: A Unified Multimodal Dataset for Visual Detection, Segmentation, and Textual Explanation on Mosquito Breeding Sites
by: Islam, Md. Adnanul, et al.
Published: (2025)
by: Islam, Md. Adnanul, et al.
Published: (2025)
Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization?
by: Fu, Xue-Yong, et al.
Published: (2024)
by: Fu, Xue-Yong, et al.
Published: (2024)
Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknown
by: Tu, Lifu, et al.
Published: (2024)
by: Tu, Lifu, et al.
Published: (2024)
Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation
by: Chen, Hailin, et al.
Published: (2023)
by: Chen, Hailin, et al.
Published: (2023)
Stop Taking Tokenizers for Granted: They Are Core Design Decisions in Large Language Models
by: Alqahtani, Sawsan, et al.
Published: (2026)
by: Alqahtani, Sawsan, et al.
Published: (2026)
Beyond Fertility: Analyzing STRR as a Metric for Multilingual Tokenization Evaluation
by: Nayeem, Mir Tafseer, et al.
Published: (2025)
by: Nayeem, Mir Tafseer, et al.
Published: (2025)
DACP: Domain-Adaptive Continual Pre-Training of Large Language Models for Phone Conversation Summarization
by: Fu, Xue-Yong, et al.
Published: (2025)
by: Fu, Xue-Yong, et al.
Published: (2025)
Beyond LLM-as-a-Judge: Deterministic Metrics for Multilingual Generative Text Evaluation
by: Alam, Firoj, et al.
Published: (2026)
by: Alam, Firoj, et al.
Published: (2026)
Text Data Integration
by: Rahman, Md Ataur, et al.
Published: (2026)
by: Rahman, Md Ataur, et al.
Published: (2026)
Analyzing the Impact of Fake News on the Anticipated Outcome of the 2024 Election Ahead of Time
by: Raza, Shaina, et al.
Published: (2023)
by: Raza, Shaina, et al.
Published: (2023)
Align before Attend: Aligning Visual and Textual Features for Multimodal Hateful Content Detection
by: Hossain, Eftekhar, et al.
Published: (2024)
by: Hossain, Eftekhar, et al.
Published: (2024)
DACIP-RC: Domain Adaptive Continual Instruction Pre-Training via Reading Comprehension on Business Conversations
by: Khasanova, Elena, et al.
Published: (2025)
by: Khasanova, Elena, et al.
Published: (2025)
Gradient Masters at BLP-2025 Task 1: Advancing Low-Resource NLP for Bengali using Ensemble-Based Adversarial Training for Hate Speech Detection
by: Hoque, Syed Mohaiminul, et al.
Published: (2025)
by: Hoque, Syed Mohaiminul, et al.
Published: (2025)
Similar Items
-
Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text
by: Rahman, Mizanur, et al.
Published: (2025) -
DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts
by: Islam, Mohammed Saidul, et al.
Published: (2024) -
From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text
by: Mahbub, Ridwan, et al.
Published: (2025) -
The Perils of Chart Deception: How Misleading Visualizations Affect Vision-Language Models
by: Mahbub, Ridwan, et al.
Published: (2025) -
LLM-Based Data Science Agents: A Survey of Capabilities, Challenges, and Future Directions
by: Rahman, Mizanur, et al.
Published: (2025)