Optimizing Language Models for Human Preferences is a Causal Inference Problem.

Victoria Lin Eli Ben-Michael Louis-Philippe Morency

Published in: CoRR (2024)

Keyphrases

language model
causal inference
language modeling
n gram
speech recognition
retrieval model
probabilistic model
information retrieval
query expansion
causal models
additive noise
smoothing methods
machine learning
nonmonotonic reasoning
relevance model
discrete data
language models for information retrieval