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 4601–4650 of 4740 papers

TitleStatusHype
Development of a Thermodynamics of Human Cognition and Human Culture—0
Development of a Web-Scale Chinese Word N-gram Corpus with Parts of Speech Information—0
Development of Hybrid Algorithm for Automatic Extraction of Multiword Expressions from Monolingual and Parallel Corpus of English and Punjabi—0
Development of Marathi Part of Speech Tagger Using Statistical Approach—0
Different Contexts Lead to Different Word Embeddings—0
Differentiable SAR Renderer and SAR Target Reconstruction—0
Differentiable Top-k Operator with Optimal Transport—0
Differentiable Top-k with Optimal Transport—0
Differentiable Top-k with Optimal Transport—0
Differential Privacy with Random Projections and Sign Random Projections—0
Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds—0
Dimension Projection among Languages based on Pseudo-relevant Documents for Query Translation—0
DINT Transformer—0
DIRA: Dialectal Arabic Information Retrieval Assistant—0
dIR -- Discrete Information Retrieval: Conversational Search over Unstructured (and Structured) Data with Large Language Models—0
Direct vs. indirect evaluation of distributional thesauri—0
DisCover: Disentangled Music Representation Learning for Cover Song Identification—0
Discovering Biases in Information Retrieval Models Using Relevance Thesaurus as Global Explanation—0
Discovering Latent Information By Spreading Activation Algorithm For Document Retrieval—0
Discovering Potential Terminological Relationships from Twitter's Timed Content—0
Discovering seminal works with marker papers—0
Discriminating between Similar Languages Using a Combination of Typed and Untyped Character N-grams and Words—0
Discrimination between Similar Languages, Varieties and Dialects using CNN- and LSTM-based Deep Neural Networks—0
Discriminative Learning with Natural Annotations: Word Segmentation as a Case Study—0
Disentangling Questions from Query Generation for Task-Adaptive Retrieval—0
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