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 1501–1525 of 4740 papers

TitleStatusHype
Word-Graph2vec: An efficient word embedding approach on word co-occurrence graph using random walk technique—0
CoSPLADE: Contextualizing SPLADE for Conversational Information RetrievalCode0
Investigating Conversational Search Behavior For Domain ExplorationCode0
Topic Segmentation Model Focusing on Local Context—0
InPars-v2: Large Language Models as Efficient Dataset Generators for Information RetrievalCode2
Deep Semi-Supervised Metric Learning With Mixed Label Propagation—0
TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract)—0
Maximizing Use-Case Specificity through Precision Model Tuning—0
Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation—0
Cache-Aided Multi-User Private Information Retrieval using PDAs—0
On Cache-Aided Multi-User Private Information Retrieval with Small Caches—0
Rank-LIME: Local Model-Agnostic Feature Attribution for Learning to Rank—0
Development of a Thermodynamics of Human Cognition and Human Culture—0
AgAsk: An Agent to Help Answer Farmer's Questions From Scientific DocumentsCode0
Addressing the Selection Bias in Voice Assistance: Training Voice Assistance Model in Python with Equal Data Selection—0
Parameter-efficient Zero-shot Transfer for Cross-Language Dense Retrieval with Adapters—0
One Embedder, Any Task: Instruction-Finetuned Text EmbeddingsCode4
RISE: Leveraging Retrieval Techniques for Summarization Evaluation—0
Political and Economic Patterns in COVID-19 News: From Lockdown to Vaccination—0
The Infinite Index: Information Retrieval on Generative Text-To-Image Models—0
Explainability of Text Processing and Retrieval Methods: A Critical Survey—0
Domain Adaptation for Dense Retrieval through Self-Supervision by Pseudo-Relevance Labeling—0
Information retrieval in single cell chromatin analysis using TF-IDF transformation methods—0
A Comparison of Audio Preprocessing Techniques and Deep Learning Algorithms for Raga Recognition—0
Dataset vs Reality: Understanding Model Performance from the Perspective of Information Need—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