SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 801–850 of 4740 papers

TitleStatusHype
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query ExpansionCode0
Event-enhanced Retrieval in Real-time SearchCode0
ExcluIR: Exclusionary Neural Information RetrievalCode0
ExpFinder: An Ensemble Expert Finding Model Integrating N-gram Vector Space Model and μCO-HITSCode0
Exploring GPT's Ability as a Judge in Music UnderstandingCode0
FALQU: Finding Answers to Legal QuestionsCode0
A Hybrid Approach to Information Retrieval and Answer Generation for Regulatory TextsCode0
Linear Algebraic Structure of Word Senses, with Applications to PolysemyCode0
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information RetrievalCode0
Evaluating Contrastive Feedback for Effective User SimulationsCode0
EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet AllocationCode0
Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge GraphsCode0
List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented GenerationCode0
Listwise temporal ordering of events in clinical notesCode0
Evaluation Measures for Relevance and Credibility in Ranked ListsCode0
Error-margin Analysis for Hidden Neuron Activation LabelsCode0
Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information RetrievalCode0
Automatic Context Pattern Generation for Entity Set ExpansionCode0
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian PhilosophyCode0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information RetrievalCode0
Enhancing HNSW Index for Real-Time Updates: Addressing Unreachable Points and Performance DegradationCode0
Long-Range Transformer Architectures for Document UnderstandingCode0
Enabling Low-Resource Language Retrieval: Establishing Baselines for Urdu MS MARCOCode0
B-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc RetrievalCode0
Luandri: a Clean Lua Interface to the Indri Search EngineCode0
Lyrics-Based Music Genre Classification Using a Hierarchical Attention NetworkCode0
EMPRA: Embedding Perturbation Rank Attack against Neural Ranking ModelsCode0
Bridging Data Center AI Systems with Edge Computing for Actionable Information RetrievalCode0
Machine Reading of Historical EventsCode0
End-to-End Open-Domain Question Answering with BERTseriniCode0
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal RetrievalCode0
ELSKE: Efficient Large-Scale Keyphrase ExtractionCode0
Empirical Evaluation of Four Tensor Decomposition AlgorithmsCode0
Automated WordNet Construction Using Word EmbeddingsCode0
Efficient Training of Retrieval Models using Negative CacheCode0
Ensuring Reproducibility in Generative AI Systems for General Use Cases: A Framework for Regression Testing and Open DatasetsCode0
Evaluation of Temporal Change in IR Test CollectionsCode0
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer RelevanceCode0
JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual FeaturesCode0
CNTLS: A Benchmark Dataset for Abstractive or Extractive Chinese Timeline SummarizationCode0
ANTIQUE: A Non-Factoid Question Answering BenchmarkCode0
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAGCode0
Efficiency-Effectiveness Reranking FLOPs for LLM-based RerankersCode0
Efficiency-Effectiveness Tradeoff of Probabilistic Structured Queries for Cross-Language Information RetrievalCode0
edge2vec: Representation learning using edge semantics for biomedical knowledge discoveryCode0
MILL: Mutual Verification with Large Language Models for Zero-Shot Query ExpansionCode0
Effective Clustering on Large Attributed Bipartite GraphsCode0
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous DataCode0
EALM: Introducing Multidimensional Ethical Alignment in Conversational Information RetrievalCode0
Authorship verification in the absence of explicit features and thresholdsCode0
Show:102550
← PrevPage 17 of 95Next →
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