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 1551–1575 of 4740 papers

TitleStatusHype
Pareto Optimal Learning for Estimating Large Language Model Errors—0
SE-PQA: Personalized Community Question AnsweringCode0
Streamlining Social Media Information Retrieval for COVID-19 Research with Deep LearningCode0
DCID: Deep Canonical Information DecompositionCode0
Multimodal Search on Iconclass using Vision-Language Pre-Trained Models—0
On the Robustness of Generative Retrieval Models: An Out-of-Distribution Perspective—0
Post-hoc Selection of Pareto-Optimal Solutions in Search and Recommendation—0
Sampling Individually-Fair Rankings that are Always Group Fair—0
Comparative analysis of various web crawler algorithms—0
QuOTeS: Query-Oriented Technical SummarizationCode0
Reorganizing Educational Institutional Domain using Faceted Ontological Principles—0
Typo-Robust Representation Learning for Dense RetrievalCode0
SSE: A Metric for Evaluating Search System Explainability—0
Explaining Legal Concepts with Augmented Large Language Models (GPT-4)—0
Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health—0
Prompt Performance Prediction for Image Generation—0
One Law, Many Languages: Benchmarking Multilingual Legal Reasoning for Judicial SupportCode0
The Effect of Masking Strategies on Knowledge Retention by Language ModelsCode0
SKG: A Versatile Information Retrieval and Analysis Framework for Academic Papers with Semantic Knowledge Graphs—0
SANGEET: A XML based Open Dataset for Research in Hindustani SangeetCode0
Computational Technologies for Fashion Recommendation: A Survey—0
Gen-IR @ SIGIR 2023: The First Workshop on Generative Information Retrieval—0
PokemonChat: Auditing ChatGPT for Pokémon Universe Knowledge—0
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives—0
A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers—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