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 2676–2700 of 4740 papers

TitleStatusHype
Proximal Policy Optimization for Improved Convergence in IRGAN—0
Robust Semantic Parsing with Adversarial Learning for Domain Generalization—0
On Sanskrit and Information Retrieval—0
Named Entity Recognition System for Sindhi Language—0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized NN—0
Multi-source Multi-view Transfer Learning in Neural Topic Modeling with Pretrained Topic and Word Embeddings—0
On the Information Leakage in Private Information Retrieval Systems—0
Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering—0
Simple yet Effective Bridge Reasoning for Open-Domain 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
Semantic Textual Similarity with Siamese Neural Networks—0
Enhancing Unsupervised Sentence Similarity Methods with Deep Contextualised Word Representations—0
Automatic Propbank Generation for Turkish—0
Automatic Question Answering for Medical MCQs: Can It go Further than Information Retrieval?—0
Document Hashing with Mixture-Prior Generative Models—0
Real-world Conversational AI for Hotel Bookings—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