Equipping Language Models with Tool Use Capability for Tabular Data Analysis in Finance
Fuente:
arXiv
Saved in:
| Main Authors: | Theuma, Adrian, Shareghi, Ehsan |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TRIDENT: Benchmarking LLM Safety in Finance, Medicine, and Law
by: Hui, Zheng, et al.
Published: (2025)
by: Hui, Zheng, et al.
Published: (2025)
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs
by: Han, Jiuzhou, et al.
Published: (2023)
by: Han, Jiuzhou, et al.
Published: (2023)
One STEP at a time: Language Agents are Stepwise Planners
by: Nguyen, Minh, et al.
Published: (2024)
by: Nguyen, Minh, et al.
Published: (2024)
Towards Uncertainty-Aware Language Agent
by: Han, Jiuzhou, et al.
Published: (2024)
by: Han, Jiuzhou, et al.
Published: (2024)
VerifiAgent: a Unified Verification Agent in Language Model Reasoning
by: Han, Jiuzhou, et al.
Published: (2025)
by: Han, Jiuzhou, et al.
Published: (2025)
The Compressor-Retriever Architecture for Language Model OS
by: Yang, Yuan, et al.
Published: (2024)
by: Yang, Yuan, et al.
Published: (2024)
Jigsaw Puzzles: Splitting Harmful Questions to Jailbreak Large Language Models
by: Yang, Hao, et al.
Published: (2024)
by: Yang, Hao, et al.
Published: (2024)
A Closer Look at Logical Reasoning with LLMs: The Choice of Tool Matters
by: Lam, Long Hei Matthew, et al.
Published: (2024)
by: Lam, Long Hei Matthew, et al.
Published: (2024)
Uncertainty-Based Methods for Automated Process Reward Data Construction and Output Aggregation in Mathematical Reasoning
by: Han, Jiuzhou, et al.
Published: (2025)
by: Han, Jiuzhou, et al.
Published: (2025)
Cube Bench: A Benchmark for Spatial Visual Reasoning in MLLMs
by: Anand, Dhruv, et al.
Published: (2025)
by: Anand, Dhruv, et al.
Published: (2025)
All Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning
by: Zhang, Caiqi, et al.
Published: (2025)
by: Zhang, Caiqi, et al.
Published: (2025)
ToolBridge: An Open-Source Dataset to Equip LLMs with External Tool Capabilities
by: Jin, Zhenchao, et al.
Published: (2024)
by: Jin, Zhenchao, et al.
Published: (2024)
Improving Symbolic Translation of Language Models for Logical Reasoning
by: Thatikonda, Ramya Keerthy, et al.
Published: (2026)
by: Thatikonda, Ramya Keerthy, et al.
Published: (2026)
Reward Engineering for Generating Semi-structured Explanation
by: Han, Jiuzhou, et al.
Published: (2023)
by: Han, Jiuzhou, et al.
Published: (2023)
Conversational SimulMT: Efficient Simultaneous Translation with Large Language Models
by: Wang, Minghan, et al.
Published: (2024)
by: Wang, Minghan, et al.
Published: (2024)
Logical Reasoning with Outcome Reward Models for Test-Time Scaling
by: Thatikonda, Ramya Keerthy, et al.
Published: (2025)
by: Thatikonda, Ramya Keerthy, et al.
Published: (2025)
Strategies for Improving NL-to-FOL Translation with LLMs: Data Generation, Incremental Fine-Tuning, and Verification
by: Thatikonda, Ramya Keerthy, et al.
Published: (2024)
by: Thatikonda, Ramya Keerthy, et al.
Published: (2024)
Discrete Minds in a Continuous World: Do Language Models Know Time Passes?
by: Wang, Minghan, et al.
Published: (2025)
by: Wang, Minghan, et al.
Published: (2025)
Reshaping Representation Space to Balance the Safety and Over-rejection in Large Audio Language Models
by: Yang, Hao, et al.
Published: (2025)
by: Yang, Hao, et al.
Published: (2025)
Assessing the Sensitivity and Alignment of FOL Closeness Metrics
by: Thatikonda, Ramya Keerthy, et al.
Published: (2025)
by: Thatikonda, Ramya Keerthy, et al.
Published: (2025)
Simultaneous Machine Translation with Large Language Models
by: Wang, Minghan, et al.
Published: (2023)
by: Wang, Minghan, et al.
Published: (2023)
ReasonGraph: Visualisation of Reasoning Paths
by: Li, Zongqian, et al.
Published: (2025)
by: Li, Zongqian, et al.
Published: (2025)
Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence
by: Liu, Yinhong, et al.
Published: (2024)
by: Liu, Yinhong, et al.
Published: (2024)
Evaluating LLM-based Approaches to Legal Citation Prediction: Domain-specific Pre-training, Fine-tuning, or RAG? A Benchmark and an Australian Law Case Study
by: Han, Jiuzhou, et al.
Published: (2024)
by: Han, Jiuzhou, et al.
Published: (2024)
Towards Probing Speech-Specific Risks in Large Multimodal Models: A Taxonomy, Benchmark, and Insights
by: Yang, Hao, et al.
Published: (2024)
by: Yang, Hao, et al.
Published: (2024)
Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models
by: Liu, Yinhong, et al.
Published: (2024)
by: Liu, Yinhong, et al.
Published: (2024)
Towards Inference-time Scaling for Continuous Space Reasoning
by: Wang, Minghan, et al.
Published: (2025)
by: Wang, Minghan, et al.
Published: (2025)
Audio Is the Achilles' Heel: Red Teaming Audio Large Multimodal Models
by: Yang, Hao, et al.
Published: (2024)
by: Yang, Hao, et al.
Published: (2024)
Resurfacing Paralinguistic Awareness in Large Audio Language Models
by: Yang, Hao, et al.
Published: (2026)
by: Yang, Hao, et al.
Published: (2026)
FinanceQA: A Benchmark for Evaluating Financial Analysis Capabilities of Large Language Models
by: Mateega, Spencer, et al.
Published: (2025)
by: Mateega, Spencer, et al.
Published: (2025)
SpeechDialogueFactory: Generating High-Quality Speech Dialogue Data to Accelerate Your Speech-LLM Development
by: Wang, Minghan, et al.
Published: (2025)
by: Wang, Minghan, et al.
Published: (2025)
Can LLMs Reason in the Wild with Programs?
by: Yang, Yuan, et al.
Published: (2024)
by: Yang, Yuan, et al.
Published: (2024)
Equipping LLM with Directional Multi-Talker Speech Understanding Capabilities
by: Lin, Ju, et al.
Published: (2026)
by: Lin, Ju, et al.
Published: (2026)
Relationship Detection on Tabular Data Using Statistical Analysis and Large Language Models
by: Koletsis, Panagiotis, et al.
Published: (2025)
by: Koletsis, Panagiotis, et al.
Published: (2025)
Toolshed: Scale Tool-Equipped Agents with Advanced RAG-Tool Fusion and Tool Knowledge Bases
by: Lumer, Elias, et al.
Published: (2024)
by: Lumer, Elias, et al.
Published: (2024)
Exploring the Potential of Multimodal LLM with Knowledge-Intensive Multimodal ASR
by: Wang, Minghan, et al.
Published: (2024)
by: Wang, Minghan, et al.
Published: (2024)
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators
by: Liu, Yinhong, et al.
Published: (2024)
by: Liu, Yinhong, et al.
Published: (2024)
TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models
by: Yi, Deyin, et al.
Published: (2025)
by: Yi, Deyin, et al.
Published: (2025)
Advancing SLM Tool-Use Capability using Reinforcement Learning
by: Paprunia, Dhruvi, et al.
Published: (2025)
by: Paprunia, Dhruvi, et al.
Published: (2025)
Agentic Tool Use in Large Language Models
by: Hu, Jinchao, et al.
Published: (2026)
by: Hu, Jinchao, et al.
Published: (2026)
Similar Items
-
TRIDENT: Benchmarking LLM Safety in Finance, Medicine, and Law
by: Hui, Zheng, et al.
Published: (2025) -
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs
by: Han, Jiuzhou, et al.
Published: (2023) -
One STEP at a time: Language Agents are Stepwise Planners
by: Nguyen, Minh, et al.
Published: (2024) -
Towards Uncertainty-Aware Language Agent
by: Han, Jiuzhou, et al.
Published: (2024) -
VerifiAgent: a Unified Verification Agent in Language Model Reasoning
by: Han, Jiuzhou, et al.
Published: (2025)