lanxiang1017 / Language-Modeling-on-Tabular-Data-SurveyLinks
A collection of AWESOME language modeling techniques on tabular data applications.
☆31Updated 7 months ago
Alternatives and similar repositories for Language-Modeling-on-Tabular-Data-Survey
Users that are interested in Language-Modeling-on-Tabular-Data-Survey are comparing it to the libraries listed below
Sorting:
- [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
- [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records☆98Updated 5 months ago
- The code base for paper: "ReAcTable: Enhancing ReAct for Table Question Answering"☆26Updated last year
- Code for paper Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding☆68Updated 11 months ago
- This is the code of MMOA-RAG.☆53Updated 3 weeks ago
- ☆29Updated 8 months ago
- ☆35Updated last year
- DSBench: How Far are Data Science Agents from Becoming Data Science Experts?☆54Updated 3 months ago
- [ACL'25 Main] Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs☆22Updated last week
- TARGET is a benchmark for evaluating Table Retrieval for Generative Tasks such as Fact Verification and Text-to-SQL☆22Updated last week
- The benchmark proposed in paper: GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability☆20Updated last year
- ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL (ICLR 2025 Pytorch Code)☆14Updated 3 weeks ago
- ☆16Updated 7 months ago
- ☆15Updated last month
- Multimodal Graph Learning: how to encode multiple multimodal neighbors with their relations into LLMs☆61Updated 11 months ago
- Codes and datasets for the paper Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Ref…☆57Updated 3 months ago
- NeurIPS'24 DB (Spotlight) | Instruction Tuning Large Language Models to Understand Electronic Health Records☆36Updated 5 months ago
- Welcome to the Table Meets LLM repository! Code for paper "Table meets LLM" and "Tab4LLM".☆36Updated 4 months ago
- ☆31Updated last year
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆77Updated 10 months ago
- ☆28Updated 11 months ago
- [NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".☆129Updated last year
- ☆47Updated 3 months ago
- ☆20Updated last month
- ☆45Updated 2 weeks ago
- Official repository of paper "Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models"☆15Updated last week
- Official implementation of Vector-ICL: In-context Learning with Continuous Vector Representations☆18Updated this week
- Code for "Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models", ICLR 2024 Oral.☆21Updated last year
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.☆64Updated last year
- [EMNLP 2023] Knowledge Rumination for Pre-trained Language Models☆17Updated last year