1 code implementation • 8 Apr 2024 • Shibo Hao, Yi Gu, Haotian Luo, Tianyang Liu, Xiyan Shao, Xinyuan Wang, Shuhua Xie, Haodi Ma, Adithya Samavedhi, Qiyue Gao, Zhen Wang, Zhiting Hu
(2) We develop LLM Reasoners, a library for standardized modular implementation of existing and new reasoning algorithms, under a unified formulation of the search, reward, and world model components.
no code implementations • 20 Mar 2024 • Yifan Wang, Haodi Ma, Daisy Zhe Wang
As a critical (or could even be the most important) step that significantly impacts the execution performance of the query plan, such analysis and attempts should not be missed.
1 code implementation • 14 Aug 2023 • Anthony Colas, Haodi Ma, Xuanli He, Yang Bai, Daisy Zhe Wang
Knowledge Graph (KG)-to-Text Generation has seen recent improvements in generating fluent and informative sentences which describe a given KG.
no code implementations • 7 Aug 2023 • Haodi Ma, Anthony Colas, Yuejie Wang, Ali Sadeghian, Daisy Zhe Wang
Recent works in neural knowledge graph inference attempt to combine logic rules with knowledge graph embeddings to benefit from prior knowledge.
3 code implementations • 24 May 2023 • Shibo Hao, Yi Gu, Haodi Ma, Joshua Jiahua Hong, Zhen Wang, Daisy Zhe Wang, Zhiting Hu
RAP on LLAMA-33B surpasses CoT on GPT-4 with 33% relative improvement in a plan generation setting.
no code implementations • 3 Jan 2023 • Haodi Ma, Daisy Zhe Wang
In this paper, we comprehensively survey previous attempts on such tasks in the form of a series of methods and applications.
no code implementations • 2 May 2022 • Yifan Wang, Haodi Ma, Daisy Zhe Wang
As the basic unit of LIDER to index and search data, a core model includes an adapted recursive model index (RMI) and a dimension reduction component which consists of an extended SortingKeys-LSH (SK-LSH) and a key re-scaling module.