Beyond the Answers: Reviewing the Rationality of Multiple Choice Question Answering for the Evaluation of Large Language Models.
Haochun WangSendong ZhaoZewen QiangBing QinTing LiuPublished in: CoRR (2024)
Keyphrases
- question answering
- language model
- multiple choice
- passage retrieval
- information retrieval
- question answering systems
- natural language questions
- language modeling
- document retrieval
- qa systems
- open ended
- candidate answers
- n gram
- retrieval model
- query expansion
- speech recognition
- sentence retrieval
- natural language processing
- information extraction
- correct answers
- question classification
- probabilistic model
- natural language
- question answer pairs
- cross language
- answer extraction
- answering questions
- named entities
- relevance model
- vector space model
- test collection
- cross lingual
- evaluation metrics