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 4326–4350 of 4740 papers

TitleStatusHype
Detecting multiword phrases in mathematical text corporaCode0
WIKIR: A Python toolkit for building a large-scale Wikipedia-based English Information Retrieval DatasetCode0
Computational Analysis of Yaredawi YeZema Silt in Ethiopian Orthodox Tewahedo Church ChantsCode0
Versatile and Fast Location-Based Private Information Retrieval with Fully Homomorphic Encryption over the TorusCode0
An Unsupervised Normalization Algorithm for Noisy Text: A Case Study for Information Retrieval and Stance DetectionCode0
Inverse-Category-Frequency based supervised term weighting scheme for text categorizationCode0
The CL-SciSumm Shared Task 2018: Results and Key InsightsCode0
Investigating Conversational Search Behavior For Domain ExplorationCode0
PROP: Pre-training with Representative Words Prediction for Ad-hoc RetrievalCode0
SANGEET: A XML based Open Dataset for Research in Hindustani SangeetCode0
Multimodal Entity Tagging with Multimodal Knowledge BaseCode0
Investigating Task Arithmetic for Zero-Shot Information RetrievalCode0
Unsupervised Cross-Lingual Information Retrieval using Monolingual Data OnlyCode0
Wiki-Reliability: A Large Scale Dataset for Content Reliability on WikipediaCode0
Two are better than one: Context window extension with multi-grained self-injectionCode0
Bias-Aware Agent: Enhancing Fairness in AI-Driven Knowledge RetrievalCode0
IR2: Information Regularization for Information RetrievalCode0
Unsupervised Document Expansion for Information Retrieval with Stochastic Text GenerationCode0
Sato: Contextual Semantic Type Detection in TablesCode0
ir_explain: a Python Library of Explainable IR MethodsCode0
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval ModelsCode0
Compositional Questions Do Not Necessitate Multi-hop ReasoningCode0
DESIRE-ME: Domain-Enhanced Supervised Information REtrieval using Mixture-of-ExpertsCode0
IR like a SIR: Sense-enhanced Information Retrieval for Multiple LanguagesCode0
ir_metadata: An Extensible Metadata Schema for IR ExperimentsCode0
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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