From Benchmarking to Reasoning: A Dual-Aspect, Large-Scale Evaluation of LLMs on Vietnamese Legal Text
Fuente:
arXiv
Saved in:
| Main Author: | Le, Van-Truong |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Closer Look at Bias and Chain-of-Thought Faithfulness of Large (Vision) Language Models
by: Balasubramanian, Sriram, et al.
Published: (2025)
by: Balasubramanian, Sriram, et al.
Published: (2025)
K-MetBench: A Multi-Dimensional Benchmark for Fine-Grained Evaluation of Expert Reasoning, Locality, and Multimodality in Meteorology
by: Kim, Soyeon, et al.
Published: (2026)
by: Kim, Soyeon, et al.
Published: (2026)
PhysicsArena: The First Multimodal Physics Reasoning Benchmark Exploring Variable, Process, and Solution Dimensions
by: Dai, Song, et al.
Published: (2025)
by: Dai, Song, et al.
Published: (2025)
Universal Adversarial Attack on Aligned Multimodal LLMs
by: Rahmatullaev, Temurbek, et al.
Published: (2025)
by: Rahmatullaev, Temurbek, et al.
Published: (2025)
PhysNote: Self-Knowledge Notes for Evolvable Physical Reasoning in Vision-Language Model
by: Zhang, Sinin, et al.
Published: (2026)
by: Zhang, Sinin, et al.
Published: (2026)
Game-RL: Synthesizing Multimodal Verifiable Game Data to Boost VLMs' General Reasoning
by: Tong, Jingqi, et al.
Published: (2025)
by: Tong, Jingqi, et al.
Published: (2025)
TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning
by: Sanders, Kate, et al.
Published: (2024)
by: Sanders, Kate, et al.
Published: (2024)
VLEU: a Method for Automatic Evaluation for Generalizability of Text-to-Image Models
by: Cao, Jingtao, et al.
Published: (2024)
by: Cao, Jingtao, et al.
Published: (2024)
InterChart: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information
by: Iyengar, Anirudh Iyengar Kaniyar Narayana, et al.
Published: (2025)
by: Iyengar, Anirudh Iyengar Kaniyar Narayana, et al.
Published: (2025)
Evaluating Voice Command Pipelines for Drone Control: From STT and LLM to Direct Classification and Siamese Networks
by: Simões, Lucca Emmanuel Pineli, et al.
Published: (2024)
by: Simões, Lucca Emmanuel Pineli, et al.
Published: (2024)
ICG: Improving Cover Image Generation via MLLM-based Prompting and Personalized Preference Alignment
by: Bian, Zhipeng, et al.
Published: (2026)
by: Bian, Zhipeng, et al.
Published: (2026)
Physics-R1: An Audited Olympiad Corpus and Recipe for Visual Physics Reasoning
by: Yang, Shan
Published: (2026)
by: Yang, Shan
Published: (2026)
Bounding Hallucinations: Information-Theoretic Guarantees for RAG Systems via Merlin-Arthur Protocols
by: Deiseroth, Björn, et al.
Published: (2025)
by: Deiseroth, Björn, et al.
Published: (2025)
Large Language Model for Qualitative Research -- A Systematic Mapping Study
by: Barros, Cauã Ferreira, et al.
Published: (2024)
by: Barros, Cauã Ferreira, et al.
Published: (2024)
Who Sees What? Structured Thought-Action Sequences for Epistemic Reasoning in LLMs
by: Annese, Luca, et al.
Published: (2025)
by: Annese, Luca, et al.
Published: (2025)
Correspondence of high-dimensional emotion structures elicited by video clips between humans and Multimodal LLMs
by: Asanuma, Haruka, et al.
Published: (2025)
by: Asanuma, Haruka, et al.
Published: (2025)
WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation
by: Niu, Yuwei, et al.
Published: (2025)
by: Niu, Yuwei, et al.
Published: (2025)
Evaluating Visual Mathematics in Multimodal LLMs: A Multilingual Benchmark Based on the Kangaroo Tests
by: Sáez, Arnau Igualde, et al.
Published: (2025)
by: Sáez, Arnau Igualde, et al.
Published: (2025)
MemeCraft: Contextual and Stance-Driven Multimodal Meme Generation
by: Wang, Han, et al.
Published: (2024)
by: Wang, Han, et al.
Published: (2024)
CORDIAL: Can Multimodal Large Language Models Effectively Understand Coherence Relationships?
by: Ramakrishnan, Aashish Anantha, et al.
Published: (2025)
by: Ramakrishnan, Aashish Anantha, et al.
Published: (2025)
Learning the meanings of function words from grounded language using a visual question answering model
by: Portelance, Eva, et al.
Published: (2023)
by: Portelance, Eva, et al.
Published: (2023)
Spatially-Aware Speaker for Vision-and-Language Navigation Instruction Generation
by: Gopinathan, Muraleekrishna, et al.
Published: (2024)
by: Gopinathan, Muraleekrishna, et al.
Published: (2024)
What Makes a Good Story and How Can We Measure It? A Comprehensive Survey of Story Evaluation
by: Yang, Dingyi, et al.
Published: (2024)
by: Yang, Dingyi, et al.
Published: (2024)
Beyond Visual Understanding: Introducing PARROT-360V for Vision Language Model Benchmarking
by: Khurdula, Harsha Vardhan, et al.
Published: (2024)
by: Khurdula, Harsha Vardhan, et al.
Published: (2024)
UA-Legal-Bench: A Benchmark for Evaluating Large Language Models on Ukrainian Legal Reasoning
by: Ovcharov, Volodymyr
Published: (2026)
by: Ovcharov, Volodymyr
Published: (2026)
Enhancing Sports Strategy with Video Analytics and Data Mining: Assessing the effectiveness of Multimodal LLMs in tennis video analysis
by: Teo, Charlton
Published: (2025)
by: Teo, Charlton
Published: (2025)
On the Limitations of Vision-Language Models in Understanding Image Transforms
by: Anis, Ahmad Mustafa, et al.
Published: (2025)
by: Anis, Ahmad Mustafa, et al.
Published: (2025)
MIRA: Empowering One-Touch AI Services on Smartphones with MLLM-based Instruction Recommendation
by: Bian, Zhipeng, et al.
Published: (2025)
by: Bian, Zhipeng, et al.
Published: (2025)
On Measuring Faithfulness or Self-consistency of Natural Language Explanations
by: Parcalabescu, Letitia, et al.
Published: (2023)
by: Parcalabescu, Letitia, et al.
Published: (2023)
ReaderLM-v2: Small Language Model for HTML to Markdown and JSON
by: Wang, Feng, et al.
Published: (2025)
by: Wang, Feng, et al.
Published: (2025)
Growing Perspectives: Modelling Embodied Perspective Taking and Inner Narrative Development Using Large Language Models
by: Patania, Sabrina, et al.
Published: (2025)
by: Patania, Sabrina, et al.
Published: (2025)
Defending against Backdoor Attacks via Module Switching
by: Li, Weijun, et al.
Published: (2025)
by: Li, Weijun, et al.
Published: (2025)
Analyzing Quality, Bias, and Performance in Text-to-Image Generative Models
by: Masrourisaadat, Nila, et al.
Published: (2024)
by: Masrourisaadat, Nila, et al.
Published: (2024)
IRONIC: Coherence-Aware Reasoning Chains for Multi-Modal Sarcasm Detection
by: Ramakrishnan, Aashish Anantha, et al.
Published: (2025)
by: Ramakrishnan, Aashish Anantha, et al.
Published: (2025)
Locate-Then-Examine: Grounded Region Reasoning Improves Detection of AI-Generated Images
by: Ji, Yikun, et al.
Published: (2025)
by: Ji, Yikun, et al.
Published: (2025)
The Gordian Knot for VLMs: Diagrammatic Knot Reasoning as a Hard Benchmark
by: Liu, Hao, et al.
Published: (2026)
by: Liu, Hao, et al.
Published: (2026)
RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks
by: Agarwal, Amit, et al.
Published: (2025)
by: Agarwal, Amit, et al.
Published: (2025)
StoryReasoning Dataset: Using Chain-of-Thought for Scene Understanding and Grounded Story Generation
by: Oliveira, Daniel A. P., et al.
Published: (2025)
by: Oliveira, Daniel A. P., et al.
Published: (2025)
VidNum-1.4K: A Comprehensive Benchmark for Video-based Numerical Reasoning
by: Cui, Shaoyang, et al.
Published: (2026)
by: Cui, Shaoyang, et al.
Published: (2026)
Story Generation from Visual Inputs: Techniques, Related Tasks, and Challenges
by: Oliveira, Daniel A. P., et al.
Published: (2024)
by: Oliveira, Daniel A. P., et al.
Published: (2024)
Similar Items
-
A Closer Look at Bias and Chain-of-Thought Faithfulness of Large (Vision) Language Models
by: Balasubramanian, Sriram, et al.
Published: (2025) -
K-MetBench: A Multi-Dimensional Benchmark for Fine-Grained Evaluation of Expert Reasoning, Locality, and Multimodality in Meteorology
by: Kim, Soyeon, et al.
Published: (2026) -
PhysicsArena: The First Multimodal Physics Reasoning Benchmark Exploring Variable, Process, and Solution Dimensions
by: Dai, Song, et al.
Published: (2025) -
Universal Adversarial Attack on Aligned Multimodal LLMs
by: Rahmatullaev, Temurbek, et al.
Published: (2025) -
PhysNote: Self-Knowledge Notes for Evolvable Physical Reasoning in Vision-Language Model
by: Zhang, Sinin, et al.
Published: (2026)