Exploring Reasoning Biases in Large Language Models Through Syllogism: Insights from the NeuBAROCO Dataset.
Kentaro OzekiRisako AndoTakanobu MorishitaHirohiko AbeKoji MineshimaMitsuhiro OkadaPublished in: ACL (Findings) (2024)
Keyphrases
- language model
- language modeling
- probabilistic logic
- information retrieval
- document retrieval
- n gram
- speech recognition
- probabilistic model
- language modelling
- retrieval model
- query expansion
- context sensitive
- test collection
- smoothing methods
- statistical language models
- query specific
- pseudo relevance feedback
- relevance model
- document ranking
- translation model
- language model for information retrieval
- document length
- probabilistic reasoning
- query terms
- knowledge representation
- word segmentation
- term dependencies
- text retrieval
- question answering
- word error rate
- visual features
- ad hoc information retrieval