artificial-scientist-lab / Impact4CastLinks
Forecasting high-impact research topics via machine learning on evolving knowledge graphs
☆44Updated 2 weeks 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 2 years ago
- ☆69Updated 2 years ago
- ☆24Updated 2 years ago
- A python library for the Semantic Scholar (S2) API with typed pydantic objects and various nifty functionalities.☆22Updated 4 years ago
- [ICLR'25] ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery☆112Updated 3 months ago
- [ACL 2024] <Large Language Models for Automated Open-domain Scientific Hypotheses Discovery>. It has also received the best poster award …☆42Updated last year
- Official implementation of the ACL 2024: Scientific Inspiration Machines Optimized for Novelty☆90Updated last year
- Code for our paper "Graph Language Models"☆77Updated last year
- IntelliGraphs is a collection of graph datasets for benchmarking generative models for knowledge graphs.☆19Updated 9 months ago
- Graph-Aware Attention for Adaptive Dynamics in Transformers☆66Updated 11 months ago
- Resources related to EACL 2023 paper "SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domain…☆52Updated 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 week
- Based on the tree of thoughts paper☆48Updated 2 years ago
- ☆44Updated last year
- Discovering Data-driven Hypotheses in the Wild☆120Updated 6 months ago
- [EMNLP 2024] A Retrieval Benchmark for Scientific Literature Search☆102Updated last year
- Open source package for accelerated symbolic discovery of fundamental laws.☆118Updated 2 months ago
- Interesting Scientific Idea Generation Using Knowledge Graphs and LLMs: Evaluations with 100 Research Group Leaders☆31Updated 10 months ago
- An AI Tool for Automated Research Question and Hypothesis Generation from a given Scientific Literature☆36Updated 2 years ago
- Code that implements efficient knowledge graph extraction from the textual descriptions☆174Updated 2 months ago
- CiteME is a benchmark designed to test the abilities of language models in finding papers that are cited in scientific texts.☆48Updated last month
- A curated list of papers on LLMs and agents for scientific research and development☆80Updated last year
- A pipeline using LLMs for Knowledge Engineering, combining knowledge probing and Wikidata entity mapping.☆37Updated 11 months ago
- TextGraphs + LLMs + graph ML for entity extraction, linking, ranking, and constructing a lemma graph☆25Updated last year
- ☆25Updated 3 weeks ago
- Examining how large language models (LLMs) perform across various synthetic regression tasks when given (input, output) examples in their…☆157Updated 2 months ago
- Dataset and evaluation suite enabling LLM instruction-following for scientific literature understanding.☆46Updated 8 months ago
- A virtual environment for developing and evaluating automated scientific discovery agents.☆193Updated 9 months ago
- Explore the use of DSPy for extracting features from PDFs 🔎☆49Updated last year
- Exploration using DSPy to optimize modules to maximize performance on the OpenToM dataset☆23Updated last year