ChicagoHAI / hypothesis-generation
This is the official repository for HypoGeniC (Hypothesis Generation in Context) and HypoRefine, which are automated, data-driven tools that leverage large language models to generate hypothesis for open-domain research. For more details, please see the original paper using the link below.
☆53Updated this week
Alternatives and similar repositories for hypothesis-generation:
Users that are interested in hypothesis-generation are comparing it to the libraries listed below
- Official implementation of the ACL 2024: Scientific Inspiration Machines Optimized for Novelty☆74Updated 10 months ago
- The Prism Alignment Project☆66Updated 9 months ago
- Code/data for MARG (multi-agent review generation)☆38Updated 3 months ago
- ☆35Updated 2 months ago
- Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments (EMNLP'2024)☆35Updated last month
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated 11 months ago
- ☆47Updated last year
- Papers about scientific hypothesis generation with large language models (LLMs).☆52Updated 3 months ago
- We develop benchmarks and analysis tools to evaluate the causal reasoning abilities of LLMs.☆109Updated 8 months ago
- LLM for Scientific Research Survey☆50Updated 3 weeks ago
- ☆20Updated 8 months ago
- datasets from the paper "Towards Understanding Sycophancy in Language Models"☆71Updated last year
- Data and code for the Corr2Cause paper (ICLR 2024)☆93Updated 10 months ago
- ☆28Updated 5 months ago
- ☆65Updated 10 months ago
- Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data☆35Updated this week
- ☆49Updated last year
- [ACL 2024] <Large Language Models for Automated Open-domain Scientific Hypotheses Discovery>. It has also received the best poster award …☆38Updated 3 months ago
- [ICLR'25] ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery☆53Updated last month
- AbstainQA, ACL 2024☆25Updated 4 months ago
- ☆76Updated 6 months ago
- ☆39Updated 6 months ago
- Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs☆18Updated 4 months ago
- [NAACL'25] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆47Updated 2 months ago
- [EMNLP 2024] A Retrieval Benchmark for Scientific Literature Search☆69Updated 2 months ago
- Code for "From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Mod…☆33Updated 11 months ago
- ☆66Updated last year
- Evaluating the Moral Beliefs Encoded in LLMs☆23Updated 2 months ago
- Code and Data for "MIRAI: Evaluating LLM Agents for Event Forecasting"☆58Updated 7 months ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆72Updated 2 weeks ago