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 1701–1725 of 4740 papers

TitleStatusHype
Committed Private Information RetrievalCode0
Goniometers are a Powerful Acoustic Feature for Music Information Retrieval TasksCode0
An Analysis of Classification Approaches for Hit Song Prediction using Engineered Metadata Features with Lyrics and Audio Features—0
Machine Translation Impact in E-commerce Multilingual Search—0
STAIR: Learning Sparse Text and Image Representation in Grounded Tokens—0
CSDR-BERT: a pre-trained scientific dataset match model for Chinese Scientific Dataset Retrieval—0
Improving Cross-lingual Information Retrieval on Low-Resource Languages via Optimal Transport Distillation—0
DocILE 2023 Teaser: Document Information Localization and Extraction—0
EmbedDistill: A Geometric Knowledge Distillation for Information Retrieval—0
An Approximate Algorithm for Maximum Inner Product Search over Streaming Sparse Vectors—0
Information Retrieval: Recent Advances and Beyond—0
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its ApplicationsCode0
New Metrics to Encourage Innovation and Diversity in Information Retrieval ApproachesCode0
Towards Improving the Explainability of Text-based Information Retrieval with Knowledge GraphsCode0
The Recent Advances in Automatic Term Extraction: A survey—0
Taking Search to Task—0
Much Ado About Gender: Current Practices and Future Recommendations for Appropriate Gender-Aware Information Access—0
A Dataset of Kurdish (Sorani) Named Entities -- An Amendment to Kurdish-BLARK Named EntitiesCode0
Word-Graph2vec: An efficient word embedding approach on word co-occurrence graph using random walk technique—0
CoSPLADE: Contextualizing SPLADE for Conversational Information RetrievalCode0
Investigating Conversational Search Behavior For Domain ExplorationCode0
Topic Segmentation Model Focusing on Local Context—0
Deep Semi-Supervised Metric Learning With Mixed Label Propagation—0
TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract)—0
Maximizing Use-Case Specificity through Precision Model Tuning—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