SOTAVerified

Passage Ranking

Papers

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Showing 51–73 of 73 papers

TitleStatusHype
Cross-Lingual Training with Dense Retrieval for Document Retrieval—0
Shallow pooling for sparse labelsCode0
A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques—0
Exploiting Sentence-Level Representations for Passage RankingCode0
Contrastive Fine-tuning Improves Robustness for Neural Rankers—0
Text-to-Text Multi-view Learning for Passage Re-ranking—0
Joint Passage Ranking for Diverse Multi-Answer Retrieval—0
Content-based Models of Quotation—0
Conversational Answer Generation and Factuality for Reading Comprehension Question-Answering—0
Improving Passage Re-Ranking with Word N-Gram Aware Coattention Encoder—0
Making Information Seeking Easier: An Improved Pipeline for Conversational Search—0
A Wrong Answer or a Wrong Question? An Intricate Relationship between Question Reformulation and Answer Selection in Conversational Question AnsweringCode0
AWS CORD-19 Search: A Neural Search Engine for COVID-19 Literature—0
Mining Implicit Relevance Feedback from User Behavior for Web Question Answering—0
Expansion via Prediction of Importance with ContextualizationCode0
Learning Contextualized Document Representations for Healthcare Answer RetrievalCode0
Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks—0
A Passage-Based Approach to Learning to Rank Documents—0
Passage Ranking with Weak Supervision—0
Understanding the Behaviors of BERT in Ranking—0
An Updated Duet Model for Passage Re-rankingCode0
A Neural Comprehensive Ranker (NCR) for Open-Domain Question Answering—0
S-Net: From Answer Extraction to Answer Generation for Machine Reading Comprehension—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fine-tuned SOTAMRR@1044.3—Unverified
2cpt-text XLMRR@1022.7—Unverified
3cpt-text LMRR@1021.5—Unverified
4BM25MRR@1018.4—Unverified