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 751–800 of 4740 papers

TitleStatusHype
fairDMS: Rapid Model Training by Data and Model ReuseCode0
An Empirical Study on Compliance with Ranking Transparency in the Software Documentation of EU Online PlatformsCode0
Interactive Machine Comprehension with Information Seeking AgentsCode0
Interpretation of multi-label classification models using shapley valuesCode0
Bias-Aware Agent: Enhancing Fairness in AI-Driven Knowledge RetrievalCode0
Introducing Information Retrieval for Biomedical Informatics StudentsCode0
Inverse-Category-Frequency based supervised term weighting scheme for text categorizationCode0
Investigating Conversational Search Behavior For Domain ExplorationCode0
Fairness in Image Search: A Study of Occupational Stereotyping in Image Retrieval and its DebiasingCode0
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer RelevanceCode0
Extraction and Analysis of Fictional Character Networks: A SurveyCode0
IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation ScenariosCode0
Exploring the Potential for Large Language Models to Demonstrate Rational Probabilistic BeliefsCode0
Exploring Topic Coherence over Many Models and Many TopicsCode0
Bi-Directional Lattice Recurrent Neural Networks for Confidence EstimationCode0
Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based ApproachCode0
FARA: Future-aware Ranking Algorithm for Fairness OptimizationCode0
Finding Needles in Emb(a)dding Haystacks: Legal Document Retrieval via Bagging and SVR EnsemblesCode0
Exploring Diachronic Lexical Semantics with JeSemECode0
Explaining Text Similarity in Transformer ModelsCode0
Explaining Deep Convolutional Neural Networks on Music ClassificationCode0
Exploring GPT's Ability as a Judge in Music UnderstandingCode0
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query ExpansionCode0
JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual FeaturesCode0
ExcluIR: Exclusionary Neural Information RetrievalCode0
ExpFinder: An Ensemble Expert Finding Model Integrating N-gram Vector Space Model and μCO-HITSCode0
Key-Value Retrieval Networks for Task-Oriented DialogueCode0
KiloGrams: Very Large N-Grams for Malware ClassificationCode0
Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural NetworksCode0
Explainable Deep Learning Analysis for Raga Identification in Indian Art MusicCode0
Exploring Human-Like Thinking in Search Simulations with Large Language ModelsCode0
KRAUTS: A German Temporally Annotated News CorpusCode0
Evaluation Measures for Relevance and Credibility in Ranked ListsCode0
Evaluation of Temporal Change in IR Test CollectionsCode0
Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge GraphsCode0
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information RetrievalCode0
Event-enhanced Retrieval in Real-time SearchCode0
An Efficient Combinatorial Optimization Model Using Learning-to-Rank DistillationCode0
Large-Scale Cover Song Detection in Digital Music Libraries Using Metadata, Lyrics and Audio FeaturesCode0
Large Scale Multi-Lingual Multi-Modal Summarization DatasetCode0
EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet AllocationCode0
Error-margin Analysis for Hidden Neuron Activation LabelsCode0
Evaluating Contrastive Feedback for Effective User SimulationsCode0
Learning Cluster Representatives for Approximate Nearest Neighbor SearchCode0
Exploring Information Retrieval Landscapes: An Investigation of a Novel Evaluation Techniques and Comparative Document Splitting MethodsCode0
Enhancing HNSW Index for Real-Time Updates: Addressing Unreachable Points and Performance DegradationCode0
BioNerFlair: biomedical named entity recognition using flair embedding and sequence taggerCode0
BioRead: A New Dataset for Biomedical Reading ComprehensionCode0
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal RetrievalCode0
End-to-End Open-Domain Question Answering with BERTseriniCode0
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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