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 1026–1050 of 4740 papers

TitleStatusHype
Synergistic Approach for Simultaneous Optimization of Monolingual, Cross-lingual, and Multilingual Information Retrieval—0
Reconciling Methodological Paradigms: Employing Large Language Models as Novice Qualitative Research Assistants in Talent Management Research—0
NLP for The Greek Language: A Longer Survey—0
Carbon Footprint Accounting Driven by Large Language Models and Retrieval-augmented Generation—0
Icing on the Cake: Automatic Code Summarization at Ericsson—0
Multilingual Needle in a Haystack: Investigating Long-Context Behavior of Multilingual Large Language ModelsCode0
Hindi-BEIR : A Large Scale Retrieval Benchmark in Hindi—0
PhysBERT: A Text Embedding Model for Physics Scientific Literature—0
Meta Knowledge for Retrieval Augmented Large Language Models—0
CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-CheckingCode0
Mamba Retriever: Utilizing Mamba for Effective and Efficient Dense Retrieval—0
WeKnow-RAG: An Adaptive Approach for Retrieval-Augmented Generation Integrating Web Search and Knowledge Graphs—0
Interactive-T2S: Multi-Turn Interactions for Text-to-SQL with Large Language Models—0
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction—0
Report on the 1st Workshop on Large Language Model for Evaluation in Information Retrieval (LLM4Eval 2024) at SIGIR 2024—0
Neural Machine UnrankingCode0
Enhancing Exploratory Learning through Exploratory Search with the Emergence of Large Language Models—0
Cooperative Multi-Agent Deep Reinforcement Learning in Content Ranking Optimization—0
Saliency Detection in Educational Videos: Analyzing the Performance of Current Models, Identifying Limitations and Advancement Directions—0
Judgment2vec: Apply Graph Analytics to Searching and Recommendation of Similar Judgments—0
Pairwise Judgment Formulation for Semantic Embedding Model in Web Search—0
FLASH: Federated Learning-Based LLMs for Advanced Query Processing in Social Networks through RAG—0
Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset ConstructionCode0
BioRAG: A RAG-LLM Framework for Biological Question Reasoning—0
ChordSync: Conformer-Based Alignment of Chord Annotations to Music Audio—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