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 951–975 of 4740 papers

TitleStatusHype
From Keywords to Structured Summaries: Streamlining Scholarly Information Access—0
The Effectiveness of Graph Contrastive Learning on Mathematical Information RetrievalCode0
BIRCO: A Benchmark of Information Retrieval Tasks with Complex ObjectivesCode0
Leveraging Translation For Optimal Recall: Tailoring LLM Personalization With User Profiles—0
Science Checker Reloaded: A Bidirectional Paradigm for Transparency and Logical ReasoningCode0
PIRB: A Comprehensive Benchmark of Polish Dense and Hybrid Text Retrieval Methods—0
Unlocking Insights: Semantic Search in Jupyter Notebooks—0
Towards Trustworthy Reranking: A Simple yet Effective Abstention MechanismCode0
Benchmarking Retrieval-Augmented Generation for MedicineCode4
FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation—0
Graph-Based Retriever Captures the Long Tail of Biomedical Knowledge—0
Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges—0
Exploring ChatGPT for Next-generation Information Retrieval: Opportunities and Challenges—0
Trading off Consistency and Dimensionality of Convex Surrogates for the Mode—0
Construction of a Syntactic Analysis Map for Yi Shui School through Text Mining and Natural Language Processing Research—0
LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using UncertaintyCode0
DeepSRGM -- Sequence Classification and Ranking in Indian Classical Music with Deep Learning—0
MuChin: A Chinese Colloquial Description Benchmark for Evaluating Language Models in the Field of MusicCode1
User Modeling and User Profiling: A Comprehensive Survey—0
Interactive singing melody extraction based on active adaptation—0
Had enough of experts? Quantitative knowledge retrieval from large language models—0
Retrieval Augmented Thought Process for Private Data Handling in Healthcare—0
Verif.ai: Towards an Open-Source Scientific Generative Question-Answering System with Referenced and Verifiable AnswersCode2
Task Supportive and Personalized Human-Large Language Model Interaction: A User Study—0
The Quantified Boolean Bayesian Network: Theory and Experiments with a Logical Graphical ModelCode1
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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