Sungwon-Han / FeatLLMLinks
☆35Updated last year
Alternatives and similar repositories for FeatLLM
Users that are interested in FeatLLM are comparing it to the libraries listed below
Sorting:
- A collection of AWESOME language modeling techniques on tabular data applications.☆31Updated 7 months ago
- Semi-automatic feature engineering process using Language Models and your dataset descriptions. Based on the paper "LLMs for Semi-Automat…☆161Updated 5 months ago
- ☆39Updated 2 years ago
- ☆66Updated 2 years ago
- [ICLR 2024 spotlight] Making Pre-trained Language Models Great on Tabular Prediction☆55Updated 10 months ago
- ☆17Updated 11 months ago
- Papers collections that is related to knowledge graph, causal inference, and large language model☆53Updated 9 months ago
- Code for paper Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding☆68Updated 11 months ago
- Research on Tabular Foundation Models☆52Updated 5 months ago
- The TABLET benchmark for evaluating instruction learning with LLMs for tabular prediction.☆21Updated 2 years ago
- Code for paper: Are Large Language Models Post Hoc Explainers?☆31Updated 10 months ago
- Repository for collecting and categorizing papers outlined in our survey paper: "Large Language Models on Tabular Data -- A Survey".☆156Updated 7 months ago
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆39Updated 11 months ago
- Graph Neural Networks for Tabular Data Learning (GNN4TDL)☆96Updated last year
- ☆29Updated 8 months ago
- Code for Language-Interfaced FineTuning for Non-Language Machine Learning Tasks.☆126Updated 6 months ago
- ☆23Updated 2 years ago
- PyTorch implementation of the paper "Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning", NeurIPS 2023☆60Updated last year
- Context is Key: A Benchmark for Forecasting with Essential Textual Information☆63Updated 3 months ago
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆192Updated 3 months ago
- Official implementation of Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning (NeurIPS 2024).☆14Updated 3 months ago
- Official PyTorch implementation of STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables (ICLR 2023 Spotlight)…☆58Updated 2 years ago
- Data and code for the Corr2Cause paper (ICLR 2024)☆105Updated last year
- PyTorch Implementation of Prompt-augmented Temporal Point Process for Streaming Event Sequence, NeurIPS 2023☆14Updated last year
- ☆38Updated 10 months ago
- [ACL'25 Main] Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs☆22Updated last week
- Tabular In-Context Learning☆67Updated 2 months ago
- [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records☆98Updated 5 months ago
- ☆50Updated 3 years ago
- The pioneering neural network surpassing extremely-tuned XGboost and Catboost on varied tabular datasets.☆62Updated 11 months ago