yeyimilk / llm-zero-shot-classifiersLinks
Large Language Models are zero-shot text classifiers; Smart Expert System: Large Language Models as Text Classifiers
☆33Updated last year
Alternatives and similar repositories for llm-zero-shot-classifiers
Users that are interested in llm-zero-shot-classifiers are comparing it to the libraries listed below
Sorting:
- Tool for converting LLMs from uni-directional to bi-directional by removing causal mask for tasks like classification and sentence embedd…☆59Updated 5 months ago
- [ACL 2023] Few-shot Reranking for Multi-hop QA via Language Model Prompting☆27Updated 2 years ago
- ☆16Updated last year
- ☆69Updated last year
- Leveraging passage embeddings for efficient listwise reranking with large language models.☆43Updated 6 months ago
- ☆40Updated 4 months ago
- Text classification with Foundation Language Model LLaMA☆115Updated 2 years ago
- Retrieval-Augmented Generation-based Relation Extraction☆39Updated this week
- Github implementation of https://reports.chatclimate.ai/☆20Updated 11 months ago
- Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators (Liu et al.; COLM 2024)☆47Updated 4 months ago
- Codebase accompanying the Summary of a Haystack paper.☆78Updated 8 months ago
- [Neurips2023] Source code for Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory☆59Updated 2 years ago
- Data Augmentation for Intent Classification with Off-the-Shelf Large Language Models is a ServiceNow Research project☆29Updated last year
- Code, datasets, models for the paper "Automatic Evaluation of Attribution by Large Language Models"☆56Updated last year
- ☆39Updated 2 years ago
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆133Updated 3 weeks ago
- ☆44Updated 4 months ago
- ☆45Updated 2 weeks ago
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆69Updated 10 months ago
- ☆17Updated last year
- Scaling Sentence Embeddings with Large Language Models☆107Updated last year
- Dense X Retrieval: What Retrieval Granularity Should We Use?☆157Updated last year
- Code and Data for "Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering"☆84Updated 9 months ago
- Code for Search-in-the-Chain: Towards Accurate, Credible and Traceable Large Language Models for Knowledge-intensive Tasks☆56Updated last year
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆97Updated 4 months ago
- [NeurIPS 2023] Codebase for the paper: "Guiding Large Language Models with Directional Stimulus Prompting"☆108Updated 2 years ago
- This is the code for our paper: PLACES: Prompting Language Models for Social Conversation Synthesis☆11Updated 2 years ago
- [NAACL 2024] Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models☆85Updated last year
- ☆75Updated 8 months ago
- This is the official code for paper: [PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs]☆35Updated 9 months ago