SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

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Showing 776–800 of 4740 papers

TitleStatusHype
Demo: Soccer Information Retrieval via Natural Queries using SoccerRAGCode0
LongSkywork: A Training Recipe for Efficiently Extending Context Length in Large Language Models—0
Developing an efficient corpus using Ensemble Data cleaning approach—0
COS-Mix: Cosine Similarity and Distance Fusion for Improved Information RetrievalCode4
Large Language Models for Relevance Judgment in Product Search—0
LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based RankingCode0
Jina CLIP: Your CLIP Model Is Also Your Text Retriever—0
Toward Conversational Agents with Context and Time Sensitive Long-term MemoryCode1
MUVERA: Multi-Vector Retrieval via Fixed Dimensional EncodingsCode1
Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Action—0
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented GeneratorCode0
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models—0
KSW: Khmer Stop Word based Dictionary for Keyword ExtractionCode1
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents IntegrationCode1
Disentangling and Integrating Relational and Sensory Information in Transformer ArchitecturesCode0
Automatic Jailbreaking of the Text-to-Image Generative AI SystemsCode1
Shopping Queries Image Dataset (SQID): An Image-Enriched ESCI Dataset for Exploring Multimodal Learning in Product SearchCode1
ASI++: Towards Distributionally Balanced End-to-End Generative Retrieval—0
Top-Down Partitioning for Efficient List-Wise RankingCode0
Retrieval-Augmented Mining of Temporal Logic Specifications from Data—0
A Workbench for Autograding Retrieve/Generate SystemsCode0
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous DataCode0
Dataset and Benchmark for Urdu Natural Scenes Text Detection, Recognition and Visual Question AnsweringCode0
Thesis: Document Summarization with applications to Keyword extraction and Image Retrieval—0
CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph AugmentationCode1
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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