AgentSims: An Open-Source Sandbox for Large Language Model Evaluation.

Jiaju Lin Haoran Zhao Aochi Zhang Yiting Wu Huqiuyue Ping Qin Chen

Published in: CoRR (2023)

Keyphrases

language model
open source
language modeling
n gram
probabilistic model
document retrieval
context sensitive
speech recognition

retrieval model
information retrieval
statistical language models
query expansion
smoothing methods
language model for information retrieval
translation model
vector space model

test collection
query terms
language modelling
ad hoc information retrieval
language models for information retrieval
relevance model
document length

bayesian networks
evaluation metrics
mixture model
maximum likelihood
word error rate
pseudo feedback
text classification