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 4276–4300 of 4740 papers

TitleStatusHype
Bi-Directional Lattice Recurrent Neural Networks for Confidence EstimationCode0
Discriminative Information Retrieval for Question Answering Sentence SelectionCode0
TFW2V: An Enhanced Document Similarity Method for the Morphologically Rich Finnish LanguageCode0
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information RetrievalCode0
From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information RetrievalCode0
From Region to Patch: Attribute-Aware Foreground-Background Contrastive Learning for Fine-Grained Fashion RetrievalCode0
TweeTime : A Minimally Supervised Method for Recognizing and Normalizing Time Expressions in TwitterCode0
InRanker: Distilled Rankers for Zero-shot Information RetrievalCode0
Mining Temporal Evolution of Knowledge Graph and Genealogical Features for Literature-based Discovery PredictionCode0
Discrete-State Variational Autoencoders for Joint Discovery and Factorization of RelationsCode0
From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted IndexingCode0
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-rankerCode0
From Data to Dialogue: Leveraging the Structure of Knowledge Graphs for Conversational Exploratory SearchCode0
MULAN: A Blind and Off-Grid Method for Multichannel Echo RetrievalCode0
Integrating A.I. in Higher Education: Protocol for a Pilot Study with 'SAMCares: An Adaptive Learning Hub'Code0
The Anatomy of Mitos Web Search EngineCode0
A Tool for Conducting User Studies on Mobile DevicesCode0
Multiclass Learning from Noisy Labels for Non-decomposable Performance MeasuresCode0
Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content MeasurementCode0
Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document RetrievalCode0
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic DataCode0
Towards a relation extraction framework for cyber-security conceptsCode0
MultiConIR: Towards multi-condition Information RetrievalCode0
Discovery and Recognition of Formula Concepts using Machine LearningCode0
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented GeneratorCode0
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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