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 1701–1725 of 4740 papers

TitleStatusHype
Evaluation of Machine Translation Based on Semantic Dependencies and Keywords—0
Evaluation of Medical Concept Annotation Systems on Clinical Records—0
Evaluation of Neural Networks Defenses and Attacks using NDCG and Reciprocal Rank Metrics—0
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning—0
Evaluation of some Information Retrieval models for Gujarati Ad hoc Monolingual Tasks—0
Efficient Dependency Graph Matching with the IMS Open Corpus Workbench—0
Bi-Encoders based Species Normalization -- Pairwise Sentence Learning to Rank—0
Event-Based Time Label Propagation for Automatic Dating of News Articles—0
Event-Centered Information Retrieval Using Kernels on Event Graphs—0
Event-centric Query Suggestion for Online News—0
Bielefeld SC: Orthonormal Topic Modelling for Grammar Induction—0
An Iterative Link-based Method for Parallel Web Page Mining—0
Event Extraction for Portuguese: A QA-driven Approach using ACE-2005—0
Event GDR: Event-Centric Generative Document Retrieval—0
Event Prediction in the Big Data Era: A Systematic Survey—0
Event Presence Prediction Helps Trigger Detection Across Languages—0
Everything Can Be Described in Words: A Simple Unified Multi-Modal Framework with Semantic and Temporal Alignment—0
EveTAR: Building a Large-Scale Multi-Task Test Collection over Arabic Tweets—0
A Graph-Based Approach to Skill Extraction from Text—0
EviNets: Neural Networks for Combining Evidence Signals for Factoid Question Answering—0
Evolutionary algorithm based adaptive navigation in information retrieval interfaces—0
Evolution of Event Designation in Media: Preliminary Study—0
ACORD: An Expert-Annotated Retrieval Dataset for Legal Contract Drafting—0
Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examples—0
A cascade approach for complex-type classification—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