Results 21 to 30 of about 156 (54)

Decentralized Exchanges: The Profitability Frontier of Constant Product Market Makers

open access: yes, 2023
In this paper we analyze constant product market makers (CPMMs). We formalize the liquidity providers' profitability conditions and introduce a concept we call the profitability frontier in the xyk-space.
Bitterli, Tobias, Schär, Fabian
core  

A study on Non-Performing Assets Cases and Cryptocurrency in Japan

open access: yes, 2023
The economic bubble bursting resulted in a large number of non-performing loans in Japanese financial institutions, which weakened their functions and prevented them from extending credit for normal economic activities. However, cryptocurrency operations
Fujiwara, Burina
core  

Quantifying MEV On Layer 2 Networks

open access: yes, 2023
This paper addresses the lack of research on quantifying Maximal Extractable Value (MEV) on Ethereum Layer 2 networks (L2s). Our findings reveal a substantial amount of MEV to be extracted on L2s, particularly on Polygon, with a lower bound of $213 ...
Bagourd, Arthur, Francois, Luca Georges
core  

Multimodal Gen-AI for Fundamental Investment Research

open access: yes, 2023
This report outlines a transformative initiative in the financial investment industry, where the conventional decision-making process, laden with labor-intensive tasks such as sifting through voluminous documents, is being reimagined. Leveraging language
Chang, Ting-Yu, Li, Lezhi, Wang, Hai
core  

Large Language Models in Finance: A Survey

open access: yes, 2023
Recent advances in large language models (LLMs) have opened new possibilities for artificial intelligence applications in finance. In this paper, we provide a practical survey focused on two key aspects of utilizing LLMs for financial tasks: existing ...
Chen, Hang   +3 more
core  

Decomposing cryptocurrency dynamics into recurring and noisy components

open access: yes, 2023
This paper investigates the temporal patterns of activity in the cryptocurrency market with a focus on bitcoin, ether, dogecoin, and winklink from January 2020 to December 2022.
Drożdż, Stanisław   +3 more
core  

InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

open access: yes, 2023
We present a new financial domain large language model, InvestLM, tuned on LLaMA-65B (Touvron et al., 2023), using a carefully curated instruction dataset related to financial investment.
Tam, Kar Yan, Tang, Yixuan, Yang, Yi
core  

Security Issuance, Institutional Investors and Quid Pro Quo: Insights from SPACs

open access: yes, 2023
Security issuance is subject to informational and agency-related frictions. However, their effects on IPO underpricing are difficult to disentangle. We consider SPACs and use their institutional features to study these effects separately. To this end, we
Aryal, Gaurab   +3 more
core  

How To Win Acceptance Of The Inequality Process As Economics? [PDF]

open access: yes, 2013
The Inequality Process (IP) is a particle system model similar to that of the Kinetic Theory of Gases. The IP is a parsimonious model of competition among people for wealth.
Angle, John
core  

FinBen: A Holistic Financial Benchmark for Large Language Models

open access: yes
LLMs have transformed NLP and shown promise in various fields, yet their potential in finance is underexplored due to a lack of comprehensive evaluation benchmarks, the rapid development of LLMs, and the complexity of financial tasks.
Ananiadou, Sophia   +33 more
core  

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