Luyu commited on
Commit
ca463f8
1 Parent(s): 2dd6dc8

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +37 -0
README.md ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ language:
3
+ - en
4
+ tags:
5
+ - text reranking
6
+ license: Apache License 2.0
7
+ datasets:
8
+ - MS MARCO document ranking
9
+ ---
10
+
11
+ # BERT Reranker for MS-MARCO Document Ranking
12
+
13
+ ## Model description
14
+
15
+ A text reranker trained for HDCT retriever on MS MARCO document dataset.
16
+
17
+ ## Intended uses & limitations
18
+ It is possible to work with other retrievers like BM25 but using aligned HDCT works the best.
19
+
20
+ #### How to use
21
+ See our [project repo page](https://github.com/luyug/Reranker).
22
+
23
+ ## Eval results
24
+ MRR @10: 0.434 on Dev.
25
+ MRR @10: 0.382 on Eval.
26
+
27
+ ### BibTeX entry and citation info
28
+
29
+ ```bibtex
30
+ @inproceedings{gao2021lce,
31
+ title={Rethink Training of BERT Rerankers in Multi-Stage Retrieval Pipeline},
32
+ author={Luyu Gao and Zhuyun Dai and Jamie Callan},
33
+ year={2021},
34
+ booktitle={The 43rd European Conference On Information Retrieval (ECIR)},
35
+
36
+ }
37
+ ```