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 601–625 of 4740 papers

TitleStatusHype
Shaping the Future of Endangered and Low-Resource Languages -- Our Role in the Age of LLMs: A Keynote at ECIR 2024—0
Rx Strategist: Prescription Verification using LLM Agents System—0
iText2KG: Incremental Knowledge Graphs Construction Using Large Language ModelsCode4
Pooling And Attention: What Are Effective Designs For LLM-Based Embedding Models?Code1
Word and Phrase Features in Graph Convolutional Network for Automatic Question Classification—0
Language Model Powered Digital Biology with BRADCode2
RouterRetriever: Routing over a Mixture of Expert Embedding ModelsCode1
R2GQA: Retriever-Reader-Generator Question Answering System to Support Students Understanding Legal Regulations in Higher Education—0
A Fresh Take on Stale Embeddings: Improving Dense Retriever Training with Corrector Networks—0
A Counterfactual Explanation Framework for Retrieval Models—0
Harnessing the Power of Semi-Structured Knowledge and LLMs with Triplet-Based Prefiltering for Question AnsweringCode0
Understanding the User: An Intent-Based Ranking Dataset—0
MemLong: Memory-Augmented Retrieval for Long Text ModelingCode2
Event Extraction for Portuguese: A QA-driven Approach using ACE-2005—0
SynDL: A Large-Scale Synthetic Test Collection for Passage Retrieval—0
Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever—0
Persuasion Games using Large Language Models—0
Measuring publication relatedness using controlled vocabularies—0
Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation—0
MODOC: A Modular Interface for Flexible Interlinking of Text Retrieval and Text Generation FunctionsCode0
Biased Dueling Bandits with Stochastic Delayed Feedback—0
DeepVoting: Learning Voting Rules with Tailored Embeddings—0
Knowledge Graph Modeling-Driven Large Language Model Operating System (LLM OS) for Task Automation in Process Engineering Problem-Solving—0
Transforming Location Retrieval at Airbnb: A Journey from Heuristics to Reinforcement Learning—0
Multi-Faceted Question Complexity Estimation Targeting Topic Domain-Specificity—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