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 226–250 of 4740 papers

TitleStatusHype
ESPN: Memory-Efficient Multi-Vector Information RetrievalCode1
A Two-Stage Adaptation of Large Language Models for Text RankingCode1
IterCQR: Iterative Conversational Query Reformulation with Retrieval GuidanceCode1
Scalable and Effective Generative Information RetrievalCode1
Neural Retrievers are Biased Towards LLM-Generated ContentCode1
Jina Embeddings 2: 8192-Token General-Purpose Text Embeddings for Long DocumentsCode1
Poisoning Retrieval Corpora by Injecting Adversarial PassagesCode1
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval MechanismCode1
A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLPCode1
Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific LiteratureCode1
BioImage.IO Chatbot: A Community-Driven AI Assistant for Integrative Computational BioimagingCode1
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document RankingCode1
A Comprehensive Evaluation of Large Language Models on Legal Judgment PredictionCode1
Leveraging Large Language Models for Node Generation in Few-Shot Learning on Text-Attributed GraphsCode1
Language Models As Semantic IndexersCode1
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge GeneratorsCode1
LAiW: A Chinese Legal Large Language Models BenchmarkCode1
EMelodyGen: Emotion-Conditioned Melody Generation in ABC Notation with the Musical Feature TemplateCode1
Symbolic Music Representations for Classification Tasks: A Systematic EvaluationCode1
YAGO 4.5: A Large and Clean Knowledge Base with a Rich TaxonomyCode1
RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language ModelsCode1
Taken by Surprise: Contrast effect for Similarity ScoresCode1
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with AttributionCode1
Med-HALT: Medical Domain Hallucination Test for Large Language ModelsCode1
Zero-note samba: Self-supervised beat trackingCode1
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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