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 1376–1400 of 4740 papers

TitleStatusHype
Understanding Differential Search Index for Text RetrievalCode1
Inference at Scale Significance Testing for Large Search and Recommendation Experiments—0
Multimodal Neural DatabasesCode1
CHIC: Corporate Document for Visual question Answering—0
LooPy: A Research-Friendly Mix Framework for Music Information Retrieval on Electronic Dance MusicCode1
Retrieving Comparative Arguments using Ensemble Methods and Neural Information Retrieval—0
Transfer of knowledge among instruments in automatic music transcription—0
Synthetic Cross-language Information Retrieval Training Data—0
Topic-oriented Adversarial Attacks against Black-box Neural Ranking ModelsCode0
Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive TasksCode1
Multivariate Representation Learning for Information Retrieval—0
Visual Diagrammatic Queries in ViziQuer: Overview and Implementation—0
V3CTRON | Data Retrieval & Access System For Flexible Semantic Search & Retrieval Of Proprietary Document Collections Using Natural Language Queries.Code1
A Personalized Dense Retrieval Framework for Unified Information AccessCode1
Examining the Impact of Uncontrolled Variables on Physiological Signals in User Studies for Information Processing Activities—0
Modeling Spoken Information Queries for Virtual Assistants: Open Problems, Challenges and Opportunities—0
Empirical Evaluation of ChatGPT on Requirements Information Retrieval Under Zero-Shot SettingCode0
Semantic Compression With Large Language Models—0
Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes—0
Overview of the TREC 2022 NeuCLIR Track—0
(Vector) Space is Not the Final Frontier: Product Search as Program Synthesis—0
CLaMP: Contrastive Language-Music Pre-training for Cross-Modal Symbolic Music Information RetrievalCode0
Rethinking Benchmarks for Cross-modal Image-text RetrievalCode1
Is Cross-modal Information Retrieval Possible without Training?—0
Towards a Benchmark for Scientific Understanding in Humans and Machines—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