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

Showing 27512775 of 4740 papers

TitleStatusHype
Conversation Initiation by Diverse News Contents Introduction0
Latent Retrieval for Weakly Supervised Open Domain Question AnsweringCode1
IoT Network Security from the Perspective of Adversarial Deep Learning0
Learning Nonsymmetric Determinantal Point ProcessesCode1
Quantifying consensus of rankings based on q-support patternsCode0
Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification0
Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric Learning0
Statistical Significance Testing in Information Retrieval: An Empirical Analysis of Type I, Type II and Type III ErrorsCode0
Precision-Recall Curves Using Information Divergence Frontiers0
MatchZoo: A Learning, Practicing, and Developing System for Neural Text MatchingCode0
Deep learning based mood tagging for Chinese song lyrics0
Watermark retrieval from 3D printed objects via synthetic data training0
ANTIQUE: A Non-Factoid Question Answering BenchmarkCode0
Why Machines Cannot Learn Mathematics, Yet0
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases0
BERT with History Answer Embedding for Conversational Question AnsweringCode0
Quantifying and Alleviating the Language Prior Problem in Visual Question AnsweringCode0
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer RelevanceCode0
On the Feasibility of Automated Detection of Allusive Text Reuse0
Lessons from Contextual Bandit Learning in a Customer Support Bot0
The Literary Theme Ontology for Media Annotation and Information RetrievalCode0
Dissecting an Adversarial framework for Information Retrieval0
On the Use of ArXiv as a DatasetCode0
Deep Learning for Audio Signal ProcessingCode0
On the Effect of Low-Frequency Terms on Neural-IR ModelsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63Unverified
3BM25Recall@10051.33Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58Unverified
2ConAE-256Time (ms)0.33Unverified
3ConAE-128Time (ms)0.32Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16Unverified
2TSDAEmAP@1000.15Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56Unverified
2hpictallinfNDCG0.55Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25Unverified