artificial-scientist-lab / Impact4CastLinks
Forecasting high-impact research topics via machine learning on evolving knowledge graphs
☆43Updated 6 months ago
Alternatives and similar repositories for Impact4Cast
Users that are interested in Impact4Cast are comparing it to the libraries listed below
Sorting:
- Predicting the Future of AI with AI: High-quality link prediction in an exponentially growing knowledge network☆79Updated last year
- ☆68Updated 2 years ago
- [ICLR'25] ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery☆106Updated 2 months ago
- Official implementation of the ACL 2024: Scientific Inspiration Machines Optimized for Novelty☆87Updated last year
- ☆24Updated 2 years ago
- Dataset and evaluation suite enabling LLM instruction-following for scientific literature understanding.☆44Updated 7 months ago
- A pipeline using LLMs for Knowledge Engineering, combining knowledge probing and Wikidata entity mapping.☆37Updated 10 months ago
- Incorporating distribution of experts in order to better predict the future discovery of novel scientific connections☆32Updated last year
- Resources related to EACL 2023 paper "SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domain…☆52Updated 2 years ago
- Code for our paper "Graph Language Models"☆76Updated last year
- [EMNLP 2024] A Retrieval Benchmark for Scientific Literature Search☆99Updated 11 months ago
- Details for the Science4Cast competition☆63Updated 3 years ago
- Based on the tree of thoughts paper☆48Updated 2 years ago
- SCREWS: A Modular Framework for Reasoning with Revisions☆27Updated 2 years ago
- Get answers to research questions from 200M+ papers. Link to demo -☆207Updated last year
- Aligned, Review-Informed Edits of Scientific Papers☆54Updated 2 years ago
- [TACL, EMNLP 2025 Oral] Code, datasets, and checkpoints for the paper "CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Thr…☆32Updated last year
- [ACL 2024] <Large Language Models for Automated Open-domain Scientific Hypotheses Discovery>. It has also received the best poster award …☆42Updated last year
- A curated list of papers on LLMs and agents for scientific research and development☆76Updated 10 months ago
- Code that implements efficient knowledge graph extraction from the textual descriptions☆166Updated last month
- LangCode - Improving alignment and reasoning of large language models (LLMs) with natural language embedded program (NLEP).☆46Updated 2 years ago
- The application is a end-user training and evaluation system for standard knowledge graph embedding models. It was developed to optimise …☆18Updated 5 months ago
- Code and data for "StructLM: Towards Building Generalist Models for Structured Knowledge Grounding" (COLM 2024)☆75Updated last year
- A python library for the Semantic Scholar (S2) API with typed pydantic objects and various nifty functionalities.☆22Updated 4 years ago
- Open source package for accelerated symbolic discovery of fundamental laws.☆115Updated last month
- Discovering Data-driven Hypotheses in the Wild☆114Updated 4 months ago
- Codebase accompanying the Summary of a Haystack paper.☆79Updated last year
- Plattform for building a RDF Knowledge Graph from text Sources☆55Updated 3 years ago
- Exploration using DSPy to optimize modules to maximize performance on the OpenToM dataset☆23Updated last year
- This repository contains expert evaluation interface and data evaluation script for the OpenScholar project.☆28Updated 11 months ago