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 3476–3500 of 4740 papers

TitleStatusHype
Natural Language Descriptions of Visual Scenes Corpus Generation and Analysis—0
Natural Language Inference with Definition Embedding Considering Context On the Fly—0
Natural Language Processing in Watson—0
Training Zero-Shot Generalizable End-to-End Task-Oriented Dialog System Without Turn-level Dialog Annotations—0
Natural language technology and query expansion: issues, state-of-the-art and perspectives—0
Advancing the Search Frontier with AI Agents—0
Navigating the Knowledge Sea: Planet-scale answer retrieval using LLMs—0
NCU IISR English-Korean and English-Chinese Named Entity Transliteration Using Different Grapheme Segmentation Approaches—0
NEAL: A Neurally Enhanced Approach to Linking Citation and Reference—0
Near-filed SAR Image Restoration with Deep Learning Inverse Technique: A Preliminary Study—0
Needle Threading: Can LLMs Follow Threads through Near-Million-Scale Haystacks?—0
Negative Sampling for Contrastive Representation Learning: A Review—0
Negative Sampling in Knowledge Graph Representation Learning: A Review—0
Network-Clustered Multi-Modal Bug Localization—0
Neural Approaches to Conversational Information Retrieval—0
Neural Caption Generation for News Images—0
Neural Clinical Paraphrase Generation with Attention—0
Neural context embeddings for automatic discovery of word senses—0
Neural Corrective Machine Unranking—0
Neural document expansion for ad-hoc information retrieval—0
Neural Feature Selection for Learning to Rank—0
Neural Information Retrieval: A Literature Review—0
Neural Matching Models for Question Retrieval and Next Question Prediction in Conversation—0
Neural Memory Decoding with EEG Data and Representation Learning—0
Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval—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