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 501–550 of 4740 papers

TitleStatusHype
A selectional auto-encoder approach for document image binarizationCode0
Information Retrieval for ZeroSpeech 2021: The Submission by University of WroclawCode0
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt LearningCode0
Improving Neural Ranking Models with Traditional IR MethodsCode0
Improved IR-based Bug Localization with Intelligent Relevance FeedbackCode0
Integrating A.I. in Higher Education: Protocol for a Pilot Study with 'SAMCares: An Adaptive Learning Hub'Code0
Impact of time and note duration tokenizations on deep learning symbolic music modelingCode0
A Sequential Algorithm for Training Text ClassifiersCode0
ASGIR: Audio Spectrogram Transformer Guided Classification And Information Retrieval For BirdsCode0
AmazonQA: A Review-Based Question Answering TaskCode0
Improving Information Retrieval Results for Persian Documents using FarsNetCode0
Improving Retrieval-Based Question Answering with Deep Inference ModelsCode0
Illusions of Relevance: Using Content Injection Attacks to Deceive Retrievers, Rerankers, and LLM JudgesCode0
Alloprof: a new French question-answer education dataset and its use in an information retrieval case studyCode0
Identifying Emergent Research Trends by Key Authors and PhrasesCode0
IITP@COLIEE 2019: Legal Information Retrieval using BM25 and BERTCode0
Impact of the Query Set on the Evaluation of Expert Finding SystemsCode0
Improving the Representation and Conversion of Mathematical Formulae by Considering their Textual ContextCode0
Are we describing the same sound? An analysis of word embedding spaces of expressive piano performanceCode0
HybridCite: A Hybrid Model for Context-Aware Citation RecommendationCode0
Human Preferences as Dueling BanditsCode0
HyTE: Hyperplane-based Temporally aware Knowledge Graph EmbeddingCode0
A Resource-Light Method for Cross-Lingual Semantic Textual SimilarityCode0
H-RANSAC, an algorithmic variant for Homography image transform from featureless point sets: application to video-based football analyticsCode0
How to Leverage Personal Textual Knowledge for Personalized Conversational Information RetrievalCode0
Hubness Reduction Improves Sentence-BERT Semantic SpacesCode0
Identification of the Relevance of Comments in Codes Using Bag of Words and Transformer Based ModelsCode0
Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage ResolutionCode0
Introducing Information Retrieval for Biomedical Informatics StudentsCode0
Alignment Analysis of Sequential Segmentation of Lexicons to Improve Automatic Cognate DetectionCode0
HIRO: Hierarchical Information Retrieval OptimizationCode0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge GapsCode0
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publicationsCode0
Harnessing the Power of Semi-Structured Knowledge and LLMs with Triplet-Based Prefiltering for Question AnsweringCode0
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource LanguagesCode0
Harnessing High-Level Song Descriptors towards Natural Language-Based Music RecommendationCode0
HC4: A New Suite of Test Collections for Ad Hoc CLIRCode0
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context RepresentationsCode0
AraCovTexFinder: Leveraging the transformer-based language model for Arabic COVID-19 text identificationCode0
GROWN+UP: A Graph Representation Of a Webpage Network Utilizing Pre-trainingCode0
Graph Collaborative Attention Network for Link Prediction in Knowledge GraphsCode0
Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVMCode0
Greedy Optimized Multileaving for PersonalizationCode0
Goniometers are a Powerful Acoustic Feature for Music Information Retrieval TasksCode0
A Question-Entailment Approach to Question AnsweringCode0
GloVe: Global Vectors for Word RepresentationCode0
GOLFer: Smaller LM-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information RetrievalCode0
How do Large Language Models Understand Relevance? A Mechanistic Interpretability PerspectiveCode0
Generative Adversarial User Privacy in Lossy Single-Server Information RetrievalCode0
Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature SpacesCode0
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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