SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

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Showing 2526–2550 of 4740 papers

TitleStatusHype
Predicting the relevance of distributional semantic similarity with contextual information—0
Prediction of the Realisation of an Information Need: An EEG Study—0
Preface to the Special Issue of the TAL Journal on Scholarly Document Processing—0
Preferred Answer Selection in Stack Overflow: Better Text Representations ... and Metadata, Metadata, Metadata—0
Preliminary Exploration of Formula Embedding for Mathematical Information Retrieval: can mathematical formulae be embedded like a natural language?—0
Preserving Multilingual Quality While Tuning Query Encoder on English Only—0
Pre-training for Information Retrieval: Are Hyperlinks Fully Explored?—0
Pre-training Methods in Information Retrieval—0
Pre-training Tasks for Embedding-based Large-scale Retrieval—0
Priberam Compressive Summarization Corpus: A New Multi-Document Summarization Corpus for European Portuguese—0
Prior Disambiguation of Word Tensors for Constructing Sentence Vectors—0
Privacy in Open Search: A Review of Challenges and Solutions—0
Privacy-Preserving Customer Support: A Framework for Secure and Scalable Interactions—0
Private Aggregation for Byzantine-Resilient Heterogeneous Federated Learning—0
Private Counterfactual Retrieval—0
Private Counterfactual Retrieval With Immutable Features—0
Private Information Retrieval from MDS Coded Data with Colluding Servers: Settling a Conjecture by Freij-Hollanti et al.—0
Private Linear Transformation: The Joint Privacy Case—0
Private Retrieval, Computing and Learning: Recent Progress and Future Challenges—0
Probabilistic Blocking with An Application to the Syrian Conflict—0
Probabilistic Hierarchical Clustering of Morphological Paradigms—0
Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data—0
Probing Pretrained Language Models with Hierarchy Properties—0
Understanding Ranking LLMs: A Mechanistic Analysis for Information Retrieval—0
Proceedings of FACTS-IR 2019—0
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All datasetsBSARDMS MARCOCQADupStackTREC-PMAmazonMSLR WEB30KMSMARCOMTEBNews HeadlinesOhsumed

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78—Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63—Unverified
3BM25Recall@10051.33—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58—Unverified
2ConAE-256Time (ms)0.33—Unverified
3ConAE-128Time (ms)0.32—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16—Unverified
2TSDAEmAP@1000.15—Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56—Unverified
2hpictallinfNDCG0.55—Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32—Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25—Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79—Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25—Unverified