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 1276–1300 of 4740 papers

TitleStatusHype
Negative Sampling in Knowledge Graph Representation Learning: A Review—0
Survey in Characterization of Semantic Change—0
A Categorization of Complexity Classes for Information Retrieval and Synthesis Using Natural Logic—0
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents—0
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering CapabilityCode0
UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval—0
Where Do We Go from Here? Multi-scale Allocentric Relational Inference from Natural Spatial DescriptionsCode0
IR2: Information Regularization for Information RetrievalCode0
Universal Model in Online Customer Service—0
Inference for Regression with Variables Generated by AI or Machine Learning—0
From Keywords to Structured Summaries: Streamlining Scholarly Information Access—0
Assessing generalization capability of text ranking models in Polish—0
Science Checker Reloaded: A Bidirectional Paradigm for Transparency and Logical ReasoningCode0
BIRCO: A Benchmark of Information Retrieval Tasks with Complex ObjectivesCode0
Leveraging Translation For Optimal Recall: Tailoring LLM Personalization With User Profiles—0
The Effectiveness of Graph Contrastive Learning on Mathematical Information RetrievalCode0
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
Graph-Based Retriever Captures the Long Tail of Biomedical Knowledge—0
FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation—0
Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges—0
Exploring ChatGPT for Next-generation Information Retrieval: Opportunities and Challenges—0
LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using UncertaintyCode0
Trading off Consistency and Dimensionality of Convex Surrogates for the Mode—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