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 4626–4650 of 4740 papers

TitleStatusHype
Dissecting an Adversarial framework for Information Retrieval—0
Distantly Supervised POS Tagging of Low-Resource Languages under Extreme Data Sparsity: The Case of Hittite—0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized NN—0
Distillation for Multilingual Information Retrieval—0
Distilling Transformers for Neural Cross-Domain Search—0
DistillPose: Lightweight Camera Localization Using Auxiliary Learning—0
Distinctions in the Formulation of Information Needs in Natural Language; Construction of a Task-Based User Profile Database (Expressions diff\'erenci\'ees des besoins informationnels en Langue Naturelle : construction de profils utilisateurs en fonction des t\^aches de recherche d'informations) [in French]—0
Distributed Document and Phrase Co-embeddings for Descriptive Clustering—0
Distributed Evaluations: Ending Neural Point Metrics—0
Distributed Evolution of Deep Autoencoders—0
Distributional Neural Networks for Automatic Resolution of Crossword Puzzles—0
Distributional Semantics for Resolving Bridging Mentions—0
Distributional Thesauri for Information Retrieval and vice versa—0
Diversifiable Bootstrapping for Acquiring High-Coverage Paraphrase Resource—0
Diversifying Neural Conversation Model with Maximal Marginal Relevance—0
Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder—0
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases—0
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents—0
Divide & Conquer for Entailment-aware Multi-hop Evidence Retrieval—0
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text—0
DKPro Keyphrases: Flexible and Reusable Keyphrase Extraction Experiments—0
DLAFormer: An End-to-End Transformer For Document Layout Analysis—0
DLS@CU-CORE: A Simple Machine Learning Model of Semantic Textual Similarity—0
DLS@CU: Sentence Similarity from Word Alignment and Semantic Vector Composition—0
DLS@CU: Sentence Similarity from Word Alignment—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