Task-Level Thinking Steps Help Large Language Models for Challenging Classification Task.
Chunhui DuJidong TianHaoran LiaoJindou ChenHao HeYaohui JinPublished in: EMNLP (2023)
Keyphrases
- language model
- language modeling
- n gram
- text classification
- probabilistic model
- pattern recognition
- query expansion
- language modelling
- classification accuracy
- speech recognition
- document retrieval
- information retrieval
- machine learning
- context sensitive
- smoothing methods
- test collection
- document level
- statistical language models
- vector space model
- retrieval model
- decision trees
- relevance model
- document length
- language models for information retrieval
- pseudo relevance feedback
- naive bayes classifier
- naive bayes
- co occurrence
- feature vectors