discovery
dim-discovery-archive
Geometry of Decision Making in Language Models
Abhinav Joshi · Divyanshu Bhatt · Ashutosh ModiNeurIPS 2025
This repository contains the official implementation/release for the NeurIPS 2025 paper Geometry of Decision Making in Language Models.
We study the internal decision-making processes of large language models through the lens of intrinsic dimension (ID), analyzing how hidden representations evolve across layers in a multiple-choice… See the full description on the dataset page: https://huggingface.co/datasets/Exploration-Lab/dim-discovery-archive.equity-perp-price-discovery
Equity and pre-IPO perpetual prices
Snapshots of perpetual-futures mark prices, index prices and basis from Aevo. The instrument universe includes equities, ETFs, commodities, foreign exchange, pre-IPO contracts and crypto assets.
Contents
Table
Record
perpetual_mark_and_index_prices
An instrument's mark price, index price and basis at an observation time
Using the data
market_type identifies the instrument category. is_rwa flags the… See the full description on the dataset page: https://huggingface.co/datasets/dataforge-labs/equity-perp-price-discovery.discoverybenchData-driven Discovery Benchmark from the paper:
"DiscoveryBench: Towards Data-Driven Discovery with Large Language Models"
🔭 Overview
DiscoveryBench is designed to systematically assess current model capabilities in data-driven discovery tasks and provide a useful resource for improving them. Each DiscoveryBench task consists of a goal and dataset(s). Solving the task requires both statistical analysis and semantic reasoning. A faceted evaluation allows open-ended… See the full description on the dataset page: https://huggingface.co/datasets/allenai/discoverybench.discovery
Dataset Card for Discovery
Dataset Summary
Discourse marker prediction with 174 markers
Supported Tasks and Leaderboards
[More Information Needed]
Languages
English
Dataset Structure
input : sentence1, sentence2,
label: marker originally between sentence1 and sentence2
Data Instances
[More Information Needed]
Data Fields
[More Information Needed]
Data Splits
Train/Val/Test
Dataset Creation… See the full description on the dataset page: https://huggingface.co/datasets/sileod/discovery.agentic-drug-discovery-system
Agentic Drug Discovery System
This card describes the public 0.3.0.dev3 Agentic Drug Discovery System mirror.
Scope. The proposed eight-stage, long-horizon agentic drug discovery system remains a research scaffold rather than a completed public platform. Seven of eight planned atlases have no standalone public data, and the demonstrated continuous multi-stage program currently covers one disease/target slice traversed retrospectively.
It contains the executable control plane… See the full description on the dataset page: https://huggingface.co/datasets/jang1563/agentic-drug-discovery-system.dblp-discovery-dataset
Dataset Card for DBLP Discovery Dataset (D3)
Dataset Summary
DBLP is the largest open-access repository of scientific articles on computer science and provides metadata associated with publications, authors, and venues. We retrieved more than 6 million publications from DBLP and extracted pertinent metadata (e.g., abstracts, author affiliations, citations) from the publication texts to create the DBLP Discovery Dataset (D3). D3 can be used to identify trends in research… See the full description on the dataset page: https://huggingface.co/datasets/jpwahle/dblp-discovery-dataset.