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 2651–2675 of 4740 papers

TitleStatusHype
Measuring Sentences Similarity: A Survey—0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural NetworkCode0
On Sanskrit and Information Retrieval—0
Robust Semantic Parsing with Adversarial Learning for Domain Generalization—0
Proximal Policy Optimization for Improved Convergence in IRGAN—0
Named Entity Recognition System for Sindhi Language—0
OpenNRE: An Open and Extensible Toolkit for Neural Relation ExtractionCode2
Multi-source Multi-view Transfer Learning in Neural Topic Modeling with Pretrained Topic and Word Embeddings—0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized NN—0
On the Information Leakage in Private Information Retrieval Systems—0
CodeSearchNet Challenge: Evaluating the State of Semantic Code SearchCode1
Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering—0
Revealing the Importance of Semantic Retrieval for Machine Reading at ScaleCode1
Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering—0
Multi-view and Multi-source Transfers in Neural Topic Modeling with Pretrained Topic and Word Embeddings—0
Recommendation or Discrimination?: Quantifying Distribution Parity in Information Retrieval Systems—0
Query Obfuscation Semantic Decomposition—0
Report on the 8th International Workshop on Bibliometric-enhanced Information Retrieval (BIR 2019)—0
Learning Dynamic Author Representations with Temporal Language ModelsCode0
Large Scale Question Answering using Tourism Data—0
Affect Enriched Word Embeddings for News Information Retrieval—0
Finding Salient Context based on Semantic Matching for Relevance Ranking—0
Attention-based Pairwise Multi-Perspective Convolutional Neural Network for Answer Selection in Question Answering—0
The CL-SciSumm Shared Task 2018: Results and Key InsightsCode0
Automatic Propbank Generation for Turkish—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