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 2301–2325 of 4740 papers

TitleStatusHype
VilNMN: A Neural Module Network approach to Video-Grounded Language Tasks—0
Learning Representations by Contrasting Clusters While Bootstrapping Instances—0
Audio Content Analysis—0
A Truly Constant-time Distribution-aware Negative Sampling—0
A Tale of Two Efficient and Informative Negative Sampling Distributions—0
Few-Shot Text Ranking with Meta Adapted Synthetic Weak SupervisionCode0
BURT: BERT-inspired Universal Representation from Learning Meaningful Segment—0
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes—0
Neural document expansion for ad-hoc information retrieval—0
Understanding and Predicting Characteristics of Test Collections in Information Retrieval—0
Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval—0
A White Box Analysis of ColBERT—0
Literature Retrieval for Precision Medicine with Neural Matching and Faceted SummarizationCode0
Checking Fact Worthiness using Sentence Embeddings—0
Information retrieval system for silte language using BM25 weighting—0
Building Cross-Sectional Systematic Strategies By Learning to Rank—0
GAN-based Recommendation with Positive-Unlabeled Sampling—0
Making Cross-Domain Recommendations by Associating Disjoint Users and Items Through the Affective Aware Pseudo Association Method—0
BioMedBERT: A Pre-trained Biomedical Language Model for QA and IR—0
An Integrated Search Framework for Leveraging the Knowledge-Based Web Ecosystem—0
EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet AllocationCode0
A Topological Method for Comparing Document Semantics—0
Generative Adversarial User Privacy in Lossy Single-Server Information RetrievalCode0
Conversational BrowsingCode0
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training—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