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
CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed GraphsCode1
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models—0
Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-hoc RetrievalCode1
Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off—0
Exploring Multi-Level Threats in Telegram Data with AI-Human Annotation: A Preliminary Study—0
IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian LanguagesCode0
Extending Context Window of Large Language Models via Semantic CompressionCode1
Context-Driven Interactive Query Simulations Based on Generative Large Language ModelsCode0
Probing Pretrained Language Models with Hierarchy Properties—0
WAVER: Writing-style Agnostic Text-Video Retrieval via Distilling Vision-Language Models Through Open-Vocabulary KnowledgeCode0
StemGen: A music generation model that listens—0
WikiMuTe: A web-sourced dataset of semantic descriptions for music audio—0
New Kids on the Block: On the impact of information retrieval on contextual resource integration patterns—0
BIRB: A Generalization Benchmark for Information Retrieval in BioacousticsCode2
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge GapsCode0
Visual Self-paced Iterative Learning for Unsupervised Temporal Action LocalizationCode0
SM70: A Large Language Model for Medical Devices—0
MUST: An Effective and Scalable Framework for Multimodal Search of Target ModalityCode1
LLF-Bench: Benchmark for Interactive Learning from Language FeedbackCode1
The performance of multiple language models in identifying offensive language on social media—0
Quantum Private Information Retrieval from Coded Storage Systems—0
mir_ref: A Representation Evaluation Framework for Music Information Retrieval TasksCode1
ESPN: Memory-Efficient Multi-Vector Information RetrievalCode1
PaperQA: Retrieval-Augmented Generative Agent for Scientific Research—0
DelucionQA: Detecting Hallucinations in Domain-specific Question Answering—0
Rethinking E-Commerce Search—0
RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!Code2
Leveraging Domain Adaptation and Data Augmentation to Improve Qur'anic IR in English and Arabic—0
An AI-based solution for the cold start and data sparsity problems in the recommendation systems—0
Event-driven Real-time Retrieval in Web Search—0
Barwise Music Structure Analysis with the Correlation Block-Matching Segmentation Algorithm—0
Hubness Reduction Improves Sentence-BERT Semantic SpacesCode0
End-to-End Retrieval with Learned Dense and Sparse Representations Using Lucene—0
Search Still Matters: Information Retrieval in the Era of Generative AI—0
SenTest: Evaluating Robustness of Sentence Encoders—0
Pattern retrieval of traffic congestion using graph-based associations of traffic domain-specific features—0
ClimateX: Do LLMs Accurately Assess Human Expert Confidence in Climate Statements?Code0
UniIR: Training and Benchmarking Universal Multimodal Information Retrievers—0
A Two-Stage Adaptation of Large Language Models for Text RankingCode1
SUT: a new multi-purpose synthetic dataset for Farsi document image analysisCode0
Releasing the CRaQAn (Coreference Resolution in Question-Answering): An open-source dataset and dataset creation methodology using instruction-following models—0
SEINE: SEgment-based Indexing for NEural information retrieval—0
Real-Time Online Stock Forecasting Utilizing Integrated Quantitative and Qualitative AnalysisCode0
Relevance feedback strategies for recall-oriented neural information retrieval—0
Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs—0
Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature SpacesCode0
Don't forget private retrieval: distributed private similarity search for large language models—0
AR Visualization System for Ship Detection and Recognition Based on AI—0
Adapting LLMs for Efficient, Personalized Information Retrieval: Methods and Implications—0
A Comparative Analysis of Retrievability and PageRank Measures—0
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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