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 4551–4575 of 4740 papers

TitleStatusHype
NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information RetrievalCode0
Towards Trustworthy Reranking: A Simple yet Effective Abstention MechanismCode0
ExcluIR: Exclusionary Neural Information RetrievalCode0
Clustering Urdu News Using HeadlinesCode0
CLIReval: Evaluating Machine Translation as a Cross-Lingual Information Retrieval TaskCode0
CLIP-Branches: Interactive Fine-Tuning for Text-Image RetrievalCode0
oAdaBoost: An AdaBoost Variant for Ordinal ClassificationCode0
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate DisclosuresCode0
ClimateX: Do LLMs Accurately Assess Human Expert Confidence in Climate Statements?Code0
Offline Pseudo Relevance Feedback for Efficient and Effective Single-pass Dense RetrievalCode0
Offline Retrieval Evaluation Without Evaluation MetricsCode0
Cleaning Noisy and Heterogeneous Metadata for Record Linking Across Scholarly Big DatasetsCode0
Learning Sentiment-Specific Word Embedding for Twitter Sentiment ClassificationCode0
Event-enhanced Retrieval in Real-time SearchCode0
Towards Understanding Bias in Synthetic Data for EvaluationCode0
Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return PredictionCode0
Rational Retrieval Acts: Leveraging Pragmatic Reasoning to Improve Sparse RetrievalCode0
Debiased Pairwise Learning from Positive-Unlabeled Implicit FeedbackCode0
CleanGraph: Human-in-the-loop Knowledge Graph Refinement and CompletionCode0
Clarifying the Path to User Satisfaction: An Investigation into Clarification UsefulnessCode0
AgAsk: An Agent to Help Answer Farmer's Questions From Scientific DocumentsCode0
An Information Retrieval Approach to Short Text ConversationCode0
A Survey for Biomedical Text Summarization: From Pre-trained to Large Language ModelsCode0
The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information RetrievalCode0
Evaluation of Temporal Change in IR Test CollectionsCode0
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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