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 1051–1100 of 4740 papers

TitleStatusHype
Detection of Puffery on the English WikipediaCode0
Concurrent Brainstorming & Hypothesis Satisfying: An Iterative Framework for Enhanced Retrieval-Augmented Generation (R2CBR3H-SR)Code0
Detecting multiword phrases in mathematical text corporaCode0
Denoising Distantly Supervised Open-Domain Question AnsweringCode0
Deep Triplet Neural Networks with Cluster-CCA for Audio-Visual Cross-modal RetrievalCode0
Dense Passage Retrieval in Conversational SearchCode0
DeepSSN: a deep convolutional neural network to assess spatial scene similarityCode0
A Deep Bag-of-Features Model for Music Auto-TaggingCode0
Concentration Inequalities for Two-Sample Rank Processes with Application to Bipartite RankingCode0
DeepRank: A New Deep Architecture for Relevance Ranking in Information RetrievalCode0
DeepTileBars: Visualizing Term Distribution for Neural Information RetrievalCode0
Deploying Large Language Models With Retrieval Augmented GenerationCode0
Computing Web-scale Topic Models using an Asynchronous Parameter ServerCode0
Deep Learning for Audio Signal ProcessingCode0
Deep Learning-Based Automatic Downbeat Tracking: A Brief ReviewCode0
Deep Learning based Recommender System: A Survey and New PerspectivesCode0
Deep Neural Networks for YouTube RecommendationsCode0
Computational Analysis of Yaredawi YeZema Silt in Ethiopian Orthodox Tewahedo Church ChantsCode0
Demo: Soccer Information Retrieval via Natural Queries using SoccerRAGCode0
A Deep Architecture for Semantic Matching with Multiple Positional Sentence RepresentationsCode0
De-DSI: Decentralised Differentiable Search IndexCode0
A standardized Project Gutenberg corpus for statistical analysis of natural language and quantitative linguisticsCode0
Deep convolutional neural networks for predominant instrument recognition in polyphonic musicCode0
Deep Randomized Ensembles for Metric LearningCode0
DESIRE-ME: Domain-Enhanced Supervised Information REtrieval using Mixture-of-ExpertsCode0
DocMMIR: A Framework for Document Multi-modal Information RetrievalCode0
Compositional Questions Do Not Necessitate Multi-hop ReasoningCode0
DCID: Deep Canonical Information DecompositionCode0
Discovery and Recognition of Formula Concepts using Machine LearningCode0
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-rankerCode0
Discriminative Information Retrieval for Question Answering Sentence SelectionCode0
Disentanglement by Cyclic ReconstructionCode0
Debiased Pairwise Learning from Positive-Unlabeled Implicit FeedbackCode0
Dataset and Benchmark for Urdu Natural Scenes Text Detection, Recognition and Visual Question AnsweringCode0
Data Cleansing with Contrastive Learning for Vocal Note Event AnnotationsCode0
Distilled Neural Networks for Efficient Learning to RankCode0
Data Fusion of Synthetic Query Variants With Generative Large Language ModelsCode0
Real-Time Online Stock Forecasting Utilizing Integrated Quantitative and Qualitative AnalysisCode0
Content based singing voice source separation via strong conditioning using aligned phonemesCode0
Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response RankingCode0
DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrievalCode0
Cross-Lingual Word Representations via Spectral Graph EmbeddingsCode0
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-CommerceCode0
CyberMentor: AI Powered Learning Tool Platform to Address Diverse Student Needs in Cybersecurity EducationCode0
Cross-lingual Document Retrieval using Regularized Wasserstein DistanceCode0
Cross-lingual Dependency Parsing Based on Distributed RepresentationsCode0
Context Independent Term Mapper for European LanguagesCode0
Effective Clustering on Large Attributed Bipartite GraphsCode0
Cross-Lingual Document Retrieval with Smooth LearningCode0
Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance LanguagesCode0
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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