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 1701–1750 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 Ranking with Learnable Late Interactions—0
Evaluation of some Information Retrieval models for Gujarati Ad hoc Monolingual Tasks—0
Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences—0
An LDA-based Topic Selection Approach to Language Model Adaptation for Handwritten Text Recognition—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
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning—0
Efficient Dependency Graph Matching with the IMS Open Corpus Workbench—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
Bi-Encoders based Species Normalization -- Pairwise Sentence Learning to Rank—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
Bielefeld SC: Orthonormal Topic Modelling for Grammar Induction—0
Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examples—0
Examining the Impact of Coreference Resolution on Quote Attribution—0
Examining the Impact of Uncontrolled Variables on Physiological Signals in User Studies for Information Processing Activities—0
An Iterative Link-based Method for Parallel Web Page Mining—0
A Graph-Based Approach to Skill Extraction from Text—0
Exemplar-Centered Supervised Shallow Parametric Data Embedding—0
ACORD: An Expert-Annotated Retrieval Dataset for Legal Contract Drafting—0
Expanding wordnets to new languages with multilingual sense disambiguation—0
Experimental Evidence That Conversational Artificial Intelligence Can Steer Consumer Behavior Without Detection—0
Experimenting with Large Language Models and vector embeddings in NASA SciX—0
Experiments on Active Learning for Croatian Word Sense Disambiguation—0
Experiments on Manual Thesaurus based Query Expansion for Ad-hoc Monolingual Gujarati Information Retrieval Tasks—0
Experiments with Different Indexing Techniques for Text Retrieval tasks on Gujarati Language using Bag of Words Approach—0
A cascade approach for complex-type classification—0
ExpertRank: A Multi-level Coarse-grained Expert-based Listwise Ranking Loss—0
A Semantic Search Pipeline for Causality-driven Adhoc Information Retrieval—0
Explainability of Text Processing and Retrieval Methods: A Critical Survey—0
Explainable Agreement through Simulation for Tasks with Subjective Labels—0
A Qualitative Study on Using ChatGPT for Software Security: Perception vs. Practicality—0
Neural IR Meets Graph Embedding: A Ranking Model for Product Search—0
Q4EDA: A Novel Strategy for Textual Information Retrieval Based on User Interactions with Visual Representations of Time Series—0
Efficient construction of metadata-enhanced web corpora—0
Bi-directional Mapping of Morphology Metrics and 3D City Blocks for Enhanced Characterization and Generation of Urban Form—0
Efficient Bregman Range Search—0
Explicative Path Finding in a Semantic Network—0
Exploiting and Evaluating a Supervised, Multilanguage Keyphrase Extraction pipeline for under-resourced languages—0
Efficient AUC Optimization for Information Ranking Applications—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