CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning.
Weiqi WangTianqing FangChunyang LiHaochen ShiWenxuan DingBaixuan XuZhaowei WangJiaxin BaiXin LiuCheng JiayangChunkit ChanYangqiu SongPublished in: ACL (1) (2024)
Keyphrases
- language model
- commonsense reasoning
- language modeling
- nonmonotonic reasoning
- event calculus
- incomplete information
- probabilistic model
- document retrieval
- knowledge representation
- test collection
- retrieval model
- n gram
- speech recognition
- query expansion
- statistical language models
- language modelling
- information retrieval
- classical logic
- missing information
- relevance model
- formal theory
- smoothing methods
- logic programming
- language models for information retrieval
- document ranking
- autoepistemic logic
- reasoning tasks
- temporal reasoning
- relevance feedback
- bayesian networks