JRC1995 / ZeroPromptSearchLinks
Implementation of an LLM prompting pipeline combined with wrappers for auto-decomposing reasoning steps and for search through the reasoning-step-space (eg. by beam search, MCTS etc.) guided by self-evaluation.
☆15Updated last year
Alternatives and similar repositories for ZeroPromptSearch
Users that are interested in ZeroPromptSearch are comparing it to the libraries listed below
Sorting:
- ☆31Updated last year
- ☆37Updated last year
- Code and Dataset for Learning to Solve Complex Tasks by Talking to Agents☆24Updated 3 years ago
- Official repository for ODQA experiments from Decomposed Prompting: A Modular Approach for Solving Complex Tasks, ICLR23☆12Updated 2 years ago
- The code implementation of MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models…☆38Updated last year
- Code for paper Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding☆86Updated last year
- Code and Data for "MIRAI: Evaluating LLM Agents for Event Forecasting"☆82Updated last year
- This is the implementation for the paper "LARGE LANGUAGE MODEL CASCADES WITH MIX- TURE OF THOUGHT REPRESENTATIONS FOR COST- EFFICIENT REA…☆28Updated last year
- Scalable Meta-Evaluation of LLMs as Evaluators☆43Updated last year
- [NAACL 2024] Struc-Bench: Are Large Language Models Good at Generating Complex Structured Tabular Data? https://aclanthology.org/2024.naa…☆55Updated 4 months ago
- Code repo for MathAgent☆17Updated last year
- Verifiers for LLM Reinforcement Learning☆80Updated 7 months ago
- Code/data for MARG (multi-agent review generation)☆59Updated 2 months ago
- ☆35Updated last year
- Prompt-Guided Retrieval For Non-Knowledge-Intensive Tasks☆12Updated 2 years ago
- [SIGIR 2024 (Demo)] CoSearchAgent: A Lightweight Collborative Search Agent with Large Language Models☆28Updated last year
- Aioli: A unified optimization framework for language model data mixing☆31Updated 10 months ago
- Code for Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks (WWW 2024))☆58Updated 3 weeks ago
- The open source implementation of "Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers"☆19Updated last year
- [NAACL 2024] TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition☆16Updated 8 months ago
- Based on the tree of thoughts paper☆48Updated 2 years ago
- This is the code for reproducing the TABBIE baseline in our paper: "Retrieval-Based Transformer for Table Augmentation"☆12Updated 2 months ago
- Metacognitive Prompting Improves Understanding in Large Language Models (NAACL 2024)☆40Updated 2 years ago
- A Benchmark Dataset for Multimodal Scientific Fact Checking☆23Updated last year
- [EMNLP'24 (Main)] DRPO(Dynamic Rewarding with Prompt Optimization) is a tuning-free approach for self-alignment. DRPO leverages a search-…☆24Updated last year
- An approach to perform RAG while taking into account the dynamic evolution of the data. Helpful to detect emerging trends in the data☆30Updated last year
- Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification☆11Updated 2 years ago
- ☆62Updated last year
- [NAACL 2024] Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models☆86Updated last year
- [AAAI 2025] Augmenting Math Word Problems via Iterative Question Composing (https://arxiv.org/abs/2401.09003)☆22Updated 2 months ago