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 3351–3375 of 4740 papers

TitleStatusHype
Benben: A Chinese Intelligent Conversational Robot—0
EviNets: Neural Networks for Combining Evidence Signals for Factoid Question Answering—0
Improving Distributed Representations of Tweets - Present and Future—0
Olelo: A Question Answering Application for Biomedicine—0
Building a Non-Trivial Paraphrase Corpus Using Multiple Machine Translation SystemsCode0
Feature Hashing for Language and Dialect Identification—0
Variation Autoencoder Based Network Representation Learning for Classification—0
Extended Named Entity Recognition API and Its Applications in Language Education—0
Tandem Anchoring: a Multiword Anchor Approach for Interactive Topic Modeling—0
An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge—0
Topical Coherence in LDA-based Models through Induced SegmentationCode0
Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic RulesCode0
PositionRank: An Unsupervised Approach to Keyphrase Extraction from Scholarly Documents—0
Neural Relation Extraction with Multi-lingual Attention—0
Evaluating Compound Splitters Extrinsically with Textual Entailment—0
Deep Learning in Semantic Kernel Spaces—0
Content-Based Weak Supervision for Ad-Hoc Re-RankingCode0
A selectional auto-encoder approach for document image binarizationCode0
DE-PACRR: Exploring Layers Inside the PACRR Model—0
Living Labs - An Ethical Challenge for Researchers and Platform Providers—0
Rapid Probabilistic Interest Learning from Domain-Specific Pairwise Image Comparisons—0
The E-Average Common Submatrix: Approximate Searching in a Restricted Neighborhood—0
Accelerating Innovation Through Analogy Mining—0
Active learning in annotating micro-blogs dealing with e-reputationCode0
DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents—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