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 1051–1075 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
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
IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian LanguagesCode0
WAVER: Writing-style Agnostic Text-Video Retrieval via Distilling Vision-Language Models Through Open-Vocabulary KnowledgeCode0
WikiMuTe: A web-sourced dataset of semantic descriptions for music audio—0
StemGen: A music generation model that listens—0
New Kids on the Block: On the impact of information retrieval on contextual resource integration patterns—0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge GapsCode0
BIRB: A Generalization Benchmark for Information Retrieval in BioacousticsCode2
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
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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