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 4001–4025 of 4740 papers

TitleStatusHype
Scalable Visualisation of Sentiment and Stance—0
Scaling and compressing melodies using geometric similarity measures—0
Scaling Large Vision-Language Models for Enhanced Multimodal Comprehension In Biomedical Image Analysis—0
Scaling the Vocabulary of Non-autoregressive Models for Efficient Generative Retrieval—0
Scaling Up Music Information Retrieval Training with Semi-Supervised Learning—0
Scattered or Connected? An Optimized Parameter-efficient Tuning Approach for Information Retrieval—0
Scholar Name Disambiguation with Search-enhanced LLM Across Language—0
ScholarSearch: Benchmarking Scholar Searching Ability of LLMs—0
SciClaims: An End-to-End Generative System for Biomedical Claim Analysis—0
SciDMT: A Large-Scale Corpus for Detecting Scientific Mentions—0
Scientific and Technological Information Oriented Semantics-adversarial and Media-adversarial Cross-media Retrieval—0
Scientometric Analysis of the German IR Community within TREC & CLEF—0
SCIR-QA at SemEval-2017 Task 3: CNN Model Based on Similar and Dissimilar Information between Keywords for Question Similarity—0
S_Covid: An Engine to Explore COVID-19 Scientific Literature—0
SDR: Efficient Neural Re-ranking using Succinct Document Representation—0
SEAGLE: A Platform for Comparative Evaluation of Semantic Encoders for Information Retrieval—0
Search-Adaptor: Embedding Customization for Information Retrieval—0
Search and Society: Reimagining Information Access for Radical Futures—0
SEARCHER: Shared Embedding Architecture for Effective Retrieval—0
Searching for Legal Documents at Paragraph Level: Automating Label Generation and Use of an Extended Attention Mask for Boosting Neural Models of Semantic Similarity—0
Searching for Relevant Lessons Learned Using Hybrid Information Retrieval Classifiers: A Case Study in Software Engineering—0
Searching for Scientific Evidence in a Pandemic: An Overview of TREC-COVID—0
Searching Four-Millenia-Old Digitized Documents: A Text Retrieval System for Egyptologists—0
Searching Personal Collections—0
Search Result Diversification Methods to Assist Lexicographers—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