From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted Indexing

By Zamani. 2018

Subfields: Information Retrieval & Search, Natural Language Processing

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Information Retrieval & Search

1. Omar Khattab
2. Matei A. Zaharia
3. Christopher Potts
4. Jimmy J. Lin
5. Sheng-Chieh Lin
6. Jheng-Hong Yang
7. Sebastian Hofstätter
8. Alexander M. Rush

In Natural Language Processing

1. Matei A. Zaharia
2. Omar Khattab
3. Edouard Grave
4. Gautier Izacard
5. Christopher Potts

Citations in the corpus

• ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT (2020, positive): “While interaction-based models (i.e., Figure 2 (b) and (c)) tend to be superior for IR tasks [9, 22], a representation-focused model—by isolating the computations among q and d —makes it possible to pre-compute document representations offline [41], greatly reducing the computational load per query.”