Systematic Evaluation of Neural Retrieval Models on the Touché 2020 Argument Retrieval Subset of BEIR.
Nandan ThakurLuiz BonifacioMaik FröbeAlexander BondarenkoEhsan KamallooMartin PotthastMatthias HagenJimmy LinPublished in: SIGIR (2024)
Keyphrases
- retrieval model
- systematic evaluation
- test collection
- document retrieval
- retrieval effectiveness
- automatic query expansion
- information retrieval systems
- language model
- text retrieval
- information retrieval
- query expansion
- retrieval framework
- retrieval systems
- relevance feedback
- vector space
- comprehensive evaluation
- language modeling
- vector space model
- retrieval process
- experimental evaluation
- retrieval functions
- effective retrieval
- term frequency
- statistical language models
- user queries
- tf idf
- query terms
- biomedical text
- average precision
- pseudo relevance feedback
- co occurrence
- relevant documents
- document collections
- text classification
- machine learning