Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models.
Catherine ChenJack MerulloCarsten EickhoffPublished in: CoRR (2024)
Keyphrases
- reverse engineering
- retrieval model
- test collection
- relevance feedback
- information retrieval
- language model
- language modeling
- software engineering
- document retrieval
- retrieval effectiveness
- inference network model
- dynamic analysis
- information retrieval systems
- retrieval framework
- query expansion
- statistical language models
- object oriented
- vector space
- trec collections
- vector space model
- gene regulatory networks
- retrieval systems
- program understanding
- query topic
- tf idf
- relevance model
- user queries
- sentence retrieval
- reverse engineer
- relevance judgments
- retrieval functions
- bayesian networks
- probabilistic retrieval models
- document collections
- relevant documents
- language modeling framework
- database systems
- implicit feedback
- retrieved documents
- relational databases
- knn
- query terms