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 2701–2725 of 4740 papers

TitleStatusHype
A novel model for query expansion using pseudo-relevant web knowledge—0
Interactive Machine Comprehension with Information Seeking AgentsCode0
BULNER: BUg Localization with word embeddings and NEtwork RegularizationCode0
End-To-End Measure for Text Recognition—0
Lukthung Classification Using Neural Networks on Lyrics and Audios—0
Revisiting Semantic Representation and Tree Search for Similar Question RetrievalCode0
Towards Effective Device-Aware Federated Learning—0
CFO: A Framework for Building Production NLP Systems—0
Learning Representations and Agents for Information Retrieval—0
Semantic Source Code Search: A Study of the Past and a Glimpse at the Future—0
Hamming Sentence Embeddings for Information Retrieval—0
Linking Graph Entities with Multiplicity and Provenance—0
AmazonQA: A Review-Based Question Answering TaskCode0
Deep Triplet Neural Networks with Cluster-CCA for Audio-Visual Cross-modal RetrievalCode0
Text mining policy: Classifying forest and landscape restoration policy agenda with neural information retrieval—0
On the Merge of k-NN GraphCode0
ArbEngVec : Arabic-English Cross-Lingual Word Embedding Model—0
ARS\_NITK at MEDIQA 2019:Analysing Various Methods for Natural Language Inference, Recognising Question Entailment and Medical Question Answering System—0
Robust Document Representations for Cross-Lingual Information Retrieval in Low-Resource Settings—0
KiloGrams: Very Large N-Grams for Malware ClassificationCode0
Exploring Transfer Learning and Domain Data Selection for the Biomedical Translation—0
Segmentation for Domain Adaptation in Arabic—0
Text-to-SQL Generation for Question Answering on Electronic Medical RecordsCode0
Deep Ranking Based Cost-sensitive Multi-label Learning for Distant Supervision Relation Extraction—0
Modelling Dynamic Interactions between Relevance Dimensions—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