SOTAVerified

Passage Ranking

Papers

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Showing 1–50 of 73 papers

TitleStatusHype
Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language ModelsCode2
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking AgentsCode2
Adaptive Re-Ranking with a Corpus GraphCode1
Learning to Rank in Generative RetrievalCode1
Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking ModelsCode1
Conversational Question Answering over Passages by Leveraging Word Proximity NetworksCode1
HLATR: Enhance Multi-stage Text Retrieval with Hybrid List Aware Transformer RerankingCode1
Pseudo-Relevance Feedback for Multiple Representation Dense RetrievalCode1
Query Embedding Pruning for Dense RetrievalCode1
RepBERT: Contextualized Text Embeddings for First-Stage RetrievalCode1
Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge DistillationCode1
CROWN: Conversational Passage Ranking by Reasoning over Word NetworksCode1
Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language ModelsCode1
T2Ranking: A large-scale Chinese Benchmark for Passage RankingCode1
Text and Code Embeddings by Contrastive Pre-TrainingCode1
IRanker: Towards Ranking Foundation ModelCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
TU Wien @ TREC Deep Learning '19 -- Simple Contextualization for Re-rankingCode1
Document Ranking with a Pretrained Sequence-to-Sequence ModelCode1
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking DatasetCode1
On Approximate Nearest Neighbour Selection for Multi-Stage Dense RetrievalCode1
Learning Contextualized Document Representations for Healthcare Answer RetrievalCode0
LEAD: Liberal Feature-based Distillation for Dense RetrievalCode0
Expansion via Prediction of Importance with ContextualizationCode0
Exploiting Sentence-Level Representations for Passage RankingCode0
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information RetrievalCode0
CURE: A dataset for Clinical Understanding & Retrieval EvaluationCode0
An Updated Duet Model for Passage Re-rankingCode0
On the Impact of Speech Recognition Errors in Passage Retrieval for Spoken Question AnsweringCode0
Sparse Pairwise Re-ranking with Pre-trained TransformersCode0
A Wrong Answer or a Wrong Question? An Intricate Relationship between Question Reformulation and Answer Selection in Conversational Question AnsweringCode0
DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking TaskCode0
Shallow Cross-Encoders for Low-Latency RetrievalCode0
Analysing the Robustness of Dual Encoders for Dense Retrieval Against MisspellingsCode0
Shallow pooling for sparse labelsCode0
Text-to-Text Multi-view Learning for Passage Re-ranking—0
The Surprising Effectiveness of Rankers Trained on Expanded Queries—0
Understanding the Behaviors of BERT in Ranking—0
Vector Search with OpenAI Embeddings: Lucene Is All You Need—0
A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques—0
A Neural Comprehensive Ranker (NCR) for Open-Domain Question Answering—0
A Passage-Based Approach to Learning to Rank Documents—0
Approximate Cluster-Based Sparse Document Retrieval with Segmented Maximum Term Weights—0
A Self-supervised Joint Training Framework for Document Reranking—0
A Simple Approach to Jointly Rank Passages and Select Relevant Sentences in the OBQA Context—0
AWS CORD-19 Search: A Neural Search Engine for COVID-19 Literature—0
Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems—0
Content-based Models of Quotation—0
Context Aware Query Rewriting for Text Rankers using LLM—0
Contrastive Fine-tuning Improves Robustness for Neural Rankers—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