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 3651–3675 of 4740 papers

TitleStatusHype
Pattern Learning for Relation Extraction with a Hierarchical Topic Model—0
Pattern retrieval of traffic congestion using graph-based associations of traffic domain-specific features—0
Patterns of Importance Variation in Spoken Dialog—0
Paying More Attention to Self-attention: Improving Pre-trained Language Models via Attention Guiding—0
PDF-MVQA: A Dataset for Multimodal Information Retrieval in PDF-based Visual Question Answering—0
People and Places of Historical Europe: Bootstrapping Annotation Pipeline and a New Corpus of Named Entities in Late Medieval Texts—0
Perceptron like Algorithms for Online Learning to Rank—0
Performance Conditioning for Diffusion-Based Multi-Instrument Music Synthesis—0
Performance Evaluation in Multimedia Retrieval—0
PerKey: A Persian News Corpus for Keyphrase Extraction and Generation—0
Persian Sentiment Analyzer: A Framework based on a Novel Feature Selection Method—0
Personalized Detection of Cognitive Biases in Actions of Users from Their Logs: Anchoring and Recency Biases—0
Personalized Machine Translation: Predicting Translational Preferences—0
Perspectives for Evaluating Conversational AI—0
Persuasion Games using Large Language Models—0
Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off—0
Pessimistic Evaluation—0
PEXACC: A Parallel Sentence Mining Algorithm from Comparable Corpora—0
Phrase2VecGLM: Neural generalized language model--based semantic tagging for complex query reformulation in medical IR—0
PhysBERT: A Text Embedding Model for Physics Scientific Literature—0
Piano Timbre Development Analysis using Machine Learning—0
PICS: Pipeline for Image Captioning and Search—0
PIRB: A Comprehensive Benchmark of Polish Dense and Hybrid Text Retrieval Methods—0
Pistis-RAG: Enhancing Retrieval-Augmented Generation with Human Feedback—0
PKU\_ICL at SemEval-2017 Task 10: Keyphrase Extraction with Model Ensemble and External Knowledge—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