Cover Image

Does It Tie Out? Towards Autonomous Legal Agents in Venture Capital

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Colombo, Pierre, Boudiaf, Malik, Sweet, Allyn, Desa, Michael, Wang, Hongxi, Candra, Kevin, del Marmol, Syméon
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain
by: Colombo, Pierre, et al.
Published: (2024)

SaulLM-7B: A pioneering Large Language Model for Law
by: Colombo, Pierre, et al.
Published: (2024)

Rainproof: An Umbrella To Shield Text Generators From Out-Of-Distribution Data
by: Darrin, Maxime, et al.
Published: (2022)

Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs
by: Boizard, Nicolas, et al.
Published: (2024)

When Does Reasoning Matter? A Controlled Study of Reasoning's Contribution to Model Performance
by: Boizard, Nicolas, et al.
Published: (2025)

AgentRxiv: Towards Collaborative Autonomous Research
by: Schmidgall, Samuel, et al.
Published: (2025)

LegalAgentBench: Evaluating LLM Agents in Legal Domain
by: Li, Haitao, et al.
Published: (2024)

Automating Venture Capital: Founder assessment using LLM-powered segmentation, feature engineering and automated labeling techniques
by: Ozince, Ekin, et al.
Published: (2024)

Enhancing Startup Success Predictions in Venture Capital: A GraphRAG Augmented Multivariate Time Series Method
by: Gao, Zitian, et al.
Published: (2024)

A stylometric analysis of speaker attribution from speech transcripts
by: Aggazzotti, Cristina, et al.
Published: (2025)

Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need?
by: Santosh, T. Y. S. S, et al.
Published: (2024)

Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism
by: Gisserot-Boukhlef, Hippolyte, et al.
Published: (2024)

Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba
by: Zou, Yuchen, et al.
Published: (2024)

On Extending Direct Preference Optimization to Accommodate Ties
by: Chen, Jinghong, et al.
Published: (2024)

Korean Canonical Legal Benchmark: Toward Knowledge-Independent Evaluation of LLMs' Legal Reasoning Capabilities
by: Oh, Hongseok, et al.
Published: (2025)

Dual Hierarchical Dialogue Policy Learning for Legal Inquisitive Conversational Agents
by: Lin, Xubo, et al.
Published: (2026)

Towards Autonomous Agents: Adaptive-planning, Reasoning, and Acting in Language Models
by: Dutta, Abhishek, et al.
Published: (2024)

EOL: Transductive Few-Shot Open-Set Recognition by Enhancing Outlier Logits
by: Ochal, Mateusz, et al.
Published: (2024)

Mitigating Manipulation and Enhancing Persuasion: A Reflective Multi-Agent Approach for Legal Argument Generation
by: Zhang, Li, et al.
Published: (2025)

SINAI at eRisk@CLEF 2023: Approaching Early Detection of Gambling with Natural Language Processing
by: Marmol-Romero, Alba Maria, et al.
Published: (2025)

Using LLMs to Discover Legal Factors
by: Gray, Morgan, et al.
Published: (2024)

Towards Grammatical Tagging for the Legal Language of Cybersecurity
by: Castiglione, Gianpietro, et al.
Published: (2023)

Towards Explainability in Legal Outcome Prediction Models
by: Valvoda, Josef, et al.
Published: (2024)

JUDGEBERT: Assessing Legal Meaning Preservation Between Sentences
by: Beauchemin, David, et al.
Published: (2025)

L-MARS: Legal Multi-Agent Workflow with Orchestrated Reasoning and Agentic Search
by: Wang, Ziqi, et al.
Published: (2025)

Can Authorship Attribution Models Distinguish Speakers in Speech Transcripts?
by: Aggazzotti, Cristina, et al.
Published: (2023)

The Reading Venture: Accelerating Language Acquisition.
by: Sifontes, Aida I., et al.
Published: (2002)

Venture Capital and Startup Agglomeration
by: JUN CHEN, et al.
Published: (2025)

SFR-DeepResearch: Towards Effective Reinforcement Learning for Autonomously Reasoning Single Agents
by: Nguyen, Xuan-Phi, et al.
Published: (2025)

HeartAgent: An Autonomous Agent System for Explainable Differential Diagnosis in Cardiology
by: Zhou, Shuang, et al.
Published: (2026)

Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction
by: Yue, Shengbin, et al.
Published: (2025)

InfoAgent: Advancing Autonomous Information-Seeking Agents
by: Zhang, Gongrui, et al.
Published: (2025)

Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
by: Xu, Yiheng, et al.
Published: (2024)

Efficient Prompt Optimisation for Legal Text Classification with Proxy Prompt Evaluator
by: Lee, Hyunji, et al.
Published: (2025)

Legal Rule Induction: Towards Generalizable Principle Discovery from Analogous Judicial Precedents
by: Fan, Wei, et al.
Published: (2025)

Generating Hard-Negative Out-of-Scope Data with ChatGPT for Intent Classification
by: Li, Zhijian, et al.
Published: (2024)

AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation
by: He, Zhitao, et al.
Published: (2024)

LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning
by: Chen, Zerui, et al.
Published: (2026)

PAKTON: A Multi-Agent Framework for Question Answering in Long Legal Agreements
by: Raptopoulos, Petros, et al.
Published: (2025)

Gavel: Agent Meets Checklist for Evaluating LLMs on Long-Context Legal Summarization
by: Dou, Yao, et al.
Published: (2026)