ArXivSearch

Search arxiv.org for papers

Chat Example

Programmatic Access

Retrieve the tool:
LLMResourceTool["ArXivSearch"]

Examples

An example using

LLMSynthesize

to do a search:

In[1]:=

LLMSynthesize["Find 5 papers on large language models. Only show the titles and authors.",LLMEvaluator"Tools"LLMResourceTool["ArXivSearch"]]

Out[1]=

Sure, I can assist with that. Let's find the relevant papers. Here are some papers related to large language models:1. **Title:** Vlogger: Make Your Dream A Vlog **Authors:** Shaobin Zhuang, Kunchang Li, Xinyuan Chen, Yaohui Wang, Ziwei Liu, Yu Qiao, Yali Wang [Read More](http://arxiv.org/abs/2401.09414v1) 2. **Title:** Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated Text **Authors:** Mazal Bethany, Brandon Wherry, Emet Bethany, Nishant Vishwamitra, Peyman Najafirad [Read More](http://arxiv.org/abs/2401.09407v1) 3. **Title:** Stuck in the Quicksand of Numeracy, Far from AGI Summit: Evaluating LLMs' Mathematical Competency through Ontology-guided Perturbations **Authors:** Pengfei Hong, Deepanway Ghosal, Navonil Majumder, Somak Aditya, Rada Mihalcea, Soujanya Poria [Read More](http://arxiv.org/abs/2401.09395v1) 4. **Title:** Large Language Models Are Neurosymbolic Reasoners **Authors:** Meng Fang, Shilong Deng, Yudi Zhang, Zijing Shi, Ling Chen, Mykola Pechenizkiy, Jun Wang [Read More](http://arxiv.org/abs/2401.09334v1) 5. **Title:** Material Informatics through Neural Networks on Ab-Initio Electron Charge Densities: the Role of Transfer Learning **Authors:** Dario Massa, Stefanos Papanikolaou, Piotr Sankowski [Read More](http://arxiv.org/abs/2401.09301v1)

In[2]:=

LLMSynthesize["Find 5 papers where Wolfram is an author. Only show the titles and authors.",LLMEvaluator"Tools"LLMResourceTool["ArXivSearch"]]

Out[2]=

Here are five papers where the author's name includes "Wolfram":1. [Surface charge induced \$sp^3\$-\$sp^2\$ transformation: new energy optimization universal mechanism of (4x4) reconstruction of stoichiometric GaN(0001) surface](http://arxiv.org/abs/2401.06531v1) by Paweł Strak, Wolfram Miller, and Stanisław Krukowski2. [Absorption Troughs of Lyman Alpha Emitters in HETDEX](http://arxiv.org/abs/2401.02490v1) by multiple authors including Wolfram3. [Towards Scalable Generation of Realistic Test Data for Duplicate Detection](http://arxiv.org/abs/2312.17324v1) by Fabian Panse, Wolfram Wingerath, and Benjamin Wollmer4. [It's All in the Mix: Wasserstein Machine Learning with Mixed Features](http://arxiv.org/abs/2312.12230v1) by Reza Belbasi, Aras Selvi, and Wolfram Wiesemann5. [Constraints on Phase Transitions in Neutron Star Matter](http://arxiv.org/abs/2312.11937v2) by Len Brandes and Wolfram Weise

Possible Issues
(1)

The

LLMTool

does not handle logical combinations of query content. So you have to ask for a topic—e.g. "Find 5 papers on Gravitational waves" — or an author—e.g., "Find 5 papers where Wolfram is an author."— but not a combination of both. Note the following results are not authored by Wolfram:

In[1]:=

LLMSynthesize["Find 5 papers papers on Gravitational waves where Wolfram is an author. Only show the titles and authors.",LLMEvaluator"Tools"LLMResourceTool["ArXivSearch"]]

Out[1]=

Here are 5 papers on 'Gravitational waves' where Wolfram is an author:1. [New Probes of Electron--Muon Universality in $B \\to K\\ell^+\\ell^-$ Decays](http://arxiv.org/abs/2310.04170v1). Authors: Robert Fleischer, Eleftheria Malami, Anders Rehult, K. Keri Vos.2. [An FRB Sent Me a DM: Constraining the Electron Column of the Milky Way Halo with Fast Radio Burst Dispersion Measures from CHIME/FRB](http://arxiv.org/abs/2301.03502v2). Authors: Amanda M. Cook, Mohit Bhardwaj, B. M. Gaensler, Paul Scholz, Gwendolyn M. Eadie, Alex S. Hill, Victoria M. Kaspi, Kiyoshi W. Masui, Alice P. Curtin, Fengqiu Adam Dong.3. [The 60 pc Environment of FRB 20180916B](http://arxiv.org/abs/2011.03257v3). Authors: Shriharsh P. Tendulkar, Armando Gil de Paz, Aida Yu. Kirichenko, Jason W. T. Hessels, Mohit Bhardwaj, Fernando Ávila, Cees Bassa, Pragya Chawla, Emmanuel Fonseca, Victoria M. Kaspi.4. [Chandra Observations of Abell 2261 Brightest Cluster Galaxy, a Candidate Host to a Recoiling Black Hole](http://arxiv.org/abs/2010.13980v1).Authors: Kayhan Gultekin, Sarah Burke-Spolaor, Tod R. Lauer, T. Joseph W. Lazio, Leonidas A. Moustakas, Patrick Ogle, Marc Postman.5. [Precise mass measurements for the double neutron star system J1829+2456](http://arxiv.org/abs/2007.07565v2).Authors: Henryk T. Haniewicz, Robert D. Ferdman, Paulo C. C. Freire, David J. Champion, Kaine A. Bunting, Duncan R. Lorimer, Maura A. McLaughlin.Please note that none of the authors in these articles match the name 'Wolfram'. The search was specific to the author 'Wolfram' and the topic 'Gravitational waves'.

External Links

Tool Source

Definition Notebook »

Publisher Information

Contributed by: David Reiss

Author Notes

The first time you make use of this tool Mathematica's ServiceConnect for "ArXiv" (

) will ask for confirmation. There is no charge for using this.The number of authors returned is limited to a maximum of 10 to avoid very long author lists which will cause the LLM to use an excessive number of tokens. The number of additional authors above 10 is indicated in the LLMTool's response and may be used by the LLM in formulating its answer to your questions.