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 1901–1925 of 4740 papers

TitleStatusHype
Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective—0
Better Retrieval May Not Lead to Better Question Answering—0
Vector Representations of Idioms in Conversational Systems—0
Collective Relevance Labeling for Passage RetrievalCode0
MS-Shift: An Analysis of MS MARCO Distribution Shifts on Neural RetrievalCode0
Compound virtual screening by learning-to-rank with gradient boosting decision tree and enrichment-based cumulative gain—0
A Review on Pushing the Limits of Baseline Recommendation Systems with the integration of Opinion Mining & Information Retrieval Techniques—0
Exploration of the possibility of infusing Social Media Trends into generating NFT Recommendations—0
XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression ExtractionCode0
Retrieval-Enhanced Machine Learning—0
ORCAS-I: Queries Annotated with Intent using Weak SupervisionCode0
Textual Stylistic Variation: Choices, Genres and Individuals—0
To Interpolate or not to Interpolate: PRF, Dense and Sparse Retrievers—0
Joint Multisided Exposure Fairness for RecommendationCode0
BiTimeBERT: Extending Pre-Trained Language Representations with Bi-Temporal Information—0
ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference—0
Information Retrieval in Friction Stir Welding of Aluminum Alloys by using Natural Language Processing based Algorithms—0
Offline Retrieval Evaluation Without Evaluation MetricsCode0
Faster Learned Sparse Retrieval with Guided TraversalCode0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information RetrievalCode0
Balancing Fairness and Accuracy in Sentiment Detection using Multiple Black Box ModelsCode0
Counterfactual Learning To Rank for Utility-Maximizing Query Autocompletion—0
A Summary of the ALQAC 2021 Competition—0
Human Preferences as Dueling BanditsCode0
Mining Root Cause Knowledge from Cloud Service Incident Investigations for AIOps—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