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 1151–1175 of 4740 papers

TitleStatusHype
Developing an efficient corpus using Ensemble Data cleaning approach—0
LongSkywork: A Training Recipe for Efficiently Extending Context Length in Large Language Models—0
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
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented GeneratorCode0
Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Action—0
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models—0
Disentangling and Integrating Relational and Sensory Information in Transformer ArchitecturesCode0
Retrieval-Augmented Mining of Temporal Logic Specifications from Data—0
Top-Down Partitioning for Efficient List-Wise RankingCode0
ASI++: Towards Distributionally Balanced End-to-End Generative Retrieval—0
Dataset and Benchmark for Urdu Natural Scenes Text Detection, Recognition and Visual Question AnsweringCode0
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous DataCode0
A Workbench for Autograding Retrieve/Generate SystemsCode0
KG-RAG: Bridging the Gap Between Knowledge and Creativity—0
DLAFormer: An End-to-End Transformer For Document Layout Analysis—0
Effective Clustering on Large Attributed Bipartite GraphsCode0
Thesis: Document Summarization with applications to Keyword extraction and Image Retrieval—0
Sociotechnical Implications of Generative Artificial Intelligence for Information Access—0
The First Swahili Language Scene Text Detection and Recognition DatasetCode0
Unifying 3D Vision-Language Understanding via Promptable Queries—0
On the Convergence of No-Regret Dynamics in Information Retrieval Games with Proportional Ranking Functions—0
EnterpriseEM: Fine-tuned Embeddings for Enterprise Semantic Search—0
INDUS: Effective and Efficient Language Models for Scientific 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