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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4026–4050 of 4740 papers

TitleStatusHype
Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations—0
Tailor knowledge graph for query understanding: linking intent topics by propagation—0
Learning to Translate: A Query-Specific Combination Approach for Cross-Lingual Information Retrieval—0
Finding Good Enough: A Task-Based Evaluation of Query Biased Summarization for Cross-Language Information Retrieval—0
An Iterative Link-based Method for Parallel Web Page Mining—0
Leveraging Effective Query Modeling Techniques for Speech Recognition and Summarization—0
A Neural Network for Factoid Question Answering over Paragraphs—0
On Evaluation Validity in Music Autotagging—0
An agent-driven semantical identifier using radial basis neural networks and reinforcement learning—0
Autonomous robots and the SP theory of intelligence—0
Heterogeneous Metric Learning with Content-based Regularization for Software Artifact Retrieval—0
A Benchmark Suite for Template Detection and Content Extraction—0
Interactive Visual Exploration of Topic Models using Graphs—0
A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data—0
A Study of Association Measures and their Combination for Arabic MWT Extraction—0
Image Retrieval And Classification Using Local Feature Vectors—0
An Information Retrieval Approach to Short Text ConversationCode0
The Lovasz-Bregman Divergence and connections to rank aggregation, clustering, and web ranking—0
Enforcing Topic Diversity in a Document Recommender for Conversations—0
Improving distributional thesauri by exploring the graph of neighbors—0
Fast Tweet Retrieval with Compact Binary Codes—0
Biber Redux: Reconsidering Dimensions of Variation in American English—0
What or Who is Multilingual Watson?—0
Inducing Latent Semantic Relations for Structured Distributional Semantics—0
Unsupervised Word Sense Induction using Distributional Statistics—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