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 976–1000 of 4740 papers

TitleStatusHype
Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrieval—0
Lessons Learned on Information Retrieval in Electronic Health Records: A Comparison of Embedding Models and Pooling Strategies—0
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA—0
Multi-View Adaptive Contrastive Learning for Information Retrieval Based Fault Localization—0
VERA: Validation and Enhancement for Retrieval Augmented systems—0
Experimental Evidence That Conversational Artificial Intelligence Can Steer Consumer Behavior Without Detection—0
Designing Interfaces for Multimodal Vector Search Applications—0
GenCRF: Generative Clustering and Reformulation Framework for Enhanced Intent-Driven Information Retrieval—0
Exploring Fine-tuned Generative Models for Keyphrase Selection: A Case Study for Russian—0
GP-GPT: Large Language Model for Gene-Phenotype Mapping—0
Comparative Analysis of Pretrained Audio Representations in Music Recommender SystemsCode0
Contri(e)ve: Context + Retrieve for Scholarly Question Answering—0
Exploring Information Retrieval Landscapes: An Investigation of a Novel Evaluation Techniques and Comparative Document Splitting MethodsCode0
An Evaluation Framework for Attributed Information Retrieval using Large Language ModelsCode0
Bio-Eng-LMM AI Assist chatbot: A Comprehensive Tool for Research and EducationCode0
Information Extraction from Visually Rich Documents Using Directed Weighted Graph Neural NetworkCode0
LAMP: Learnable Meta-Path Guided Adversarial Contrastive Learning for Heterogeneous Graphs—0
Benchmarking Sub-Genre Classification For Mainstage Dance Music—0
LegiLM: A Fine-Tuned Legal Language Model for Data ComplianceCode0
Replicability Measures for Longitudinal Information Retrieval Evaluation—0
Benchmarking and Building Zero-Shot Hindi Retrieval Model with Hindi-BEIR and NLLB-E5—0
MessIRve: A Large-Scale Spanish Information Retrieval Dataset—0
QueryBuilder: Human-in-the-Loop Query Development for Information Retrieval—0
Rx Strategist: Prescription Verification using LLM Agents System—0
Shaping the Future of Endangered and Low-Resource Languages -- Our Role in the Age of LLMs: A Keynote at ECIR 2024—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