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 701–750 of 4740 papers

TitleStatusHype
Fast Randomized PCA for Sparse DataCode0
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer RelevanceCode0
FARA: Future-aware Ranking Algorithm for Fairness OptimizationCode0
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance LabelsCode0
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information RetrievalCode0
Faster Learned Sparse Retrieval with Guided TraversalCode0
From Data to Dialogue: Leveraging the Structure of Knowledge Graphs for Conversational Exploratory SearchCode0
Balancing Fairness and Accuracy in Sentiment Detection using Multiple Black Box ModelsCode0
An Ensemble Approach to Acronym Extraction using TransformersCode0
Balancing Speed and Quality in Online Learning to Rank for Information RetrievalCode0
fairDMS: Rapid Model Training by Data and Model ReuseCode0
Extraction and Analysis of Fictional Character Networks: A SurveyCode0
Bangla Parts-of-Speech Tagging using Bangla Stemmer and Rule based AnalyzerCode0
GOLFer: Smaller LM-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information RetrievalCode0
AgAsk: An Agent to Help Answer Farmer's Questions From Scientific DocumentsCode0
Fairness in Image Search: A Study of Occupational Stereotyping in Image Retrieval and its DebiasingCode0
Exploring the Potential for Large Language Models to Demonstrate Rational Probabilistic BeliefsCode0
Bayesian Attention Mechanism: A Probabilistic Framework for Positional Encoding and Context Length ExtrapolationCode0
Exploring modality-agnostic representations for music classificationCode0
Exploring Topic Coherence over Many Models and Many TopicsCode0
Automatic Signboard Detection and Localization in Densely Populated Developing CitiesCode0
Harnessing High-Level Song Descriptors towards Natural Language-Based Music RecommendationCode0
Exploring Information Retrieval Landscapes: An Investigation of a Novel Evaluation Techniques and Comparative Document Splitting MethodsCode0
HC4: A New Suite of Test Collections for Ad Hoc CLIRCode0
Fair Ranking with Noisy Protected AttributesCode0
An empirical study on the names of points of interest and their changes with geographic distanceCode0
An Empirical Study on Compliance with Ranking Transparency in the Software Documentation of EU Online PlatformsCode0
Exploring Diachronic Lexical Semantics with JeSemECode0
Exploring GPT's Ability as a Judge in Music UnderstandingCode0
Reverse-Engineering the Retrieval Process in GenIR ModelsCode0
H-RANSAC, an algorithmic variant for Homography image transform from featureless point sets: application to video-based football analyticsCode0
Hubness Reduction Improves Sentence-BERT Semantic SpacesCode0
Explainable Deep Learning Analysis for Raga Identification in Indian Art MusicCode0
ExpFinder: An Ensemble Expert Finding Model Integrating N-gram Vector Space Model and μCO-HITSCode0
Explaining Deep Convolutional Neural Networks on Music ClassificationCode0
ExcluIR: Exclusionary Neural Information RetrievalCode0
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query ExpansionCode0
Explaining Text Similarity in Transformer ModelsCode0
BERT with History Answer Embedding for Conversational Question AnsweringCode0
Agent-Enhanced Large Language Models for Researching Political InstitutionsCode0
An Information Retrieval and Extraction Tool for Covid-19 Related PapersCode0
Improved IR-based Bug Localization with Intelligent Relevance FeedbackCode0
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document MatchingCode0
Beyond Benchmarks: Evaluating Embedding Model Similarity for Retrieval Augmented Generation SystemsCode0
Improving Neural Ranking Models with Traditional IR MethodsCode0
Exploring Human-Like Thinking in Search Simulations with Large Language ModelsCode0
FALQU: Finding Answers to Legal QuestionsCode0
An Information Retrieval Approach to Short Text ConversationCode0
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information RetrievalCode0
Evaluation Measures for Relevance and Credibility in Ranked ListsCode0
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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