Back to the Future: Towards Explainable Temporal Reasoning with Large Language Models.

Chenhan Yuan Qianqian Xie Jimin Huang Sophia Ananiadou

Published in: WWW (2024)

Keyphrases

temporal reasoning
language model
language modeling
temporal constraints
qualitative and quantitative
temporal information
n gram
probabilistic model
query expansion

language modelling
information retrieval
retrieval model
document retrieval
speech recognition
temporal constraint networks
spatial reasoning
statistical language models
temporal knowledge

test collection
ad hoc information retrieval
context sensitive
constraint networks
interval algebra
vector space model
smoothing methods
translation model
path consistency

temporal relations
pseudo relevance feedback
machine learning
language model for information retrieval
document ranking
relevance model
language models for information retrieval
feature vectors
data streams