PDF Viewer

BUILDER'S SANDBOX

Build This Paper

Use an AI coding agent to implement this research.

OpenAI Codex
OpenAI CodexAI Agent

Lightweight coding agent in your terminal.

Claude Code
Claude CodeAI Agent

Agentic coding tool for terminal workflows.

AntiGravity IDE
AntiGravity IDEScaffolding

AI agent mindset installer and workflow scaffolder.

Cursor
CursorIDE

AI-first code editor built on VS Code.

VS Code
VS CodeIDE

Free, open-source editor by Microsoft.

Estimated $9K - $13K over 6-10 weeks.

See exactly what it costs to build this -- with 3 comparable funded startups.

7-day free trial. Cancel anytime.

Discover the researchers behind this paper and find similar experts.

7-day free trial. Cancel anytime.

References (37)

[1]
MMTEB: Massive Multilingual Text Embedding Benchmark
2025Kenneth C. Enevoldsen, Isaac Chung et al.
[2]
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval
2024Xin Zhang, Yanzhao Zhang et al.
[3]
GFM4MPM: Towards Geospatial Foundation Models for Mineral Prospectivity Mapping
2024A. Daruna, Vasily Zadorozhnyy et al.
[4]
Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends
2024S. Ramprasad, Elisa Ferracane et al.
[5]
LongEmbed: Extending Embedding Models for Long Context Retrieval
2024Dawei Zhu, Liang Wang et al.
[6]
On the Opportunities and Challenges of Foundation Models for GeoAI (Vision Paper)
2024Gengchen Mai, Weiming Huang et al.
[7]
M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation
2024Jianlv Chen, Shitao Xiao et al.
[8]
GeoGalactica: A Scientific Large Language Model in Geoscience
2023Zhouhan Lin, Cheng Deng et al.
[9]
DiffusionSat: A Generative Foundation Model for Satellite Imagery
2023Samar Khanna, Patrick Liu et al.
[10]
Mineral Prospectivity Mapping of Tungsten Polymetallic Deposits Using Machine Learning Algorithms and Comparison of Their Performance in the Gannan Region, China
2023Yonghang Lou, Yue Liu
[11]
C-Pack: Packed Resources For General Chinese Embeddings
2023Shitao Xiao, Zheng Liu et al.
[12]
K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization
2023Cheng Deng, Tianhang Zhang et al.
[13]
Applications of Natural Language Processing to Geoscience Text Data and Prospectivity Modeling
2023C. Lawley, M. Gadd et al.
[14]
Mineral Prospectivity Mapping Using Attention–based Convolutional Neural Network
2023Quanke Li, Guoxiong Chen et al.
[15]
Benchmarking Large Language Models for News Summarization
2023Tianyi Zhang, Faisal Ladhak et al.
[16]
SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of Summarization
2023Philippe Laban, Wojciech Kryscinski et al.
[17]
2-D Deep Convolutional Neural Network for Predicting the Intensity of Seismic Events
2023Assem Turarbek, Yeldos Adetbekov et al.
[18]
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation
2022Yixin Liu, Alexander R. Fabbri et al.
[19]
PaLM: Scaling Language Modeling with Pathways
2022A. Chowdhery, Sharan Narang et al.
[20]
Principal component analysis and K-means clustering as tools during exploration for Zn skarn deposits and industrial carbonates, Sala area, Sweden
2021N. Jansson, R. Allen et al.

Showing 20 of 37 references

Founder's Pitch

"QueryPlot provides an interactive platform for geologists to generate mineral prospectivity maps from natural language queries, streamlining mineral exploration efforts."

Geospatial MappingScore: 7View PDF ↗

Commercial Viability Breakdown

0-10 scale

High Potential

3/4 signals

7.5

Quick Build

4/4 signals

10

Series A Potential

3/4 signals

7.5

Sources used for this analysis

arXiv Paper

Full-text PDF analysis of the research paper

GitHub Repository

Code availability, stars, and contributor activity

Citation Network

Semantic Scholar citations and co-citation patterns

Community Predictions

Crowd-sourced unicorn probability assessments

Analysis model: GPT-4o · Last scored: 2/19/2026

Explore the full citation network and related research.

7-day free trial. Cancel anytime.

Understand the commercial significance and market impact.

7-day free trial. Cancel anytime.

Get detailed profiles of the research team.

7-day free trial. Cancel anytime.