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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2526–2550 of 4740 papers

TitleStatusHype
Subtitles to Segmentation: Improving Low-Resource Speech-to-TextTranslation Pipelines—0
The 2019 BBN Cross-lingual Information Retrieval System—0
Intent Recognition in Doctor-Patient Interviews—0
Inductive and Unsupervised Representation Learning on Graph Structured Objects—0
On the Merging of Domain-Specific Heterogeneous Ontologies using Wordnet and Web Pattern-based Queries—0
Complementing Lexical Retrieval with Semantic Residual Embedding—0
Provably-secure symmetric private information retrieval with quantum cryptography—0
Vertex Nomination in Richly Attributed Networks—0
Entity Type Prediction in Knowledge Graphs using Embeddings—0
Modularized Transfomer-based Ranking Framework—0
On the Reliability of Test Collections for Evaluating Systems of Different Types—0
Facial Electromyography-based Adaptive Virtual Reality Gaming for Cognitive Training—0
Evaluating Stochastic Rankings with Expected Exposure—0
Methods for Computing Legal Document Similarity: A Comparative Study—0
Choppy: Cut Transformer For Ranked List Truncation—0
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document MatchingCode0
Cross-lingual Information Retrieval with BERTCode0
Question Answering over Curated and Open Web Sources—0
Learning Term Discrimination—0
Coupled intrinsic and extrinsic human language resource-based query expansion—0
Natural language technology and query expansion: issues, state-of-the-art and perspectives—0
TCNN: Triple Convolutional Neural Network Models for Retrieval-based Question Answering System in E-commerce—0
Approximate Nearest Neighbour Search on Privacy-aware Encoding of User Locations to Identify Susceptible Infections in Simulated EpidemicsCode0
The Effect of the Multi-Layer Text Summarization Model on the Efficiency and Relevancy of the Vector Space-based Information Retrieval—0
Distributed Evolution of Deep Autoencoders—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