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 2951–2975 of 4740 papers

TitleStatusHype
MIaS: Math-Aware Retrieval in Digital Mathematical Libraries—0
Xu: An Automated Query Expansion and Optimization Tool—0
A Trio Neural Model for Dynamic Entity Relatedness Ranking—0
A Usefulness-based Approach for Measuring the Local and Global Effect of IIR Services—0
Methodology for identifying study sites in scientific corpus—0
Learning Discriminative Hashing Codes for Cross-Modal Retrieval based on Multi-view Features—0
Deep Randomized Ensembles for Metric LearningCode0
Lingke: A Fine-grained Multi-turn Chatbot for Customer Service—0
On feature selection and evaluation of transportation mode prediction strategiesCode0
A Case Study on the Impact of Similarity Measure on Information Retrieval based Software Engineering Tasks—0
Semblance: A Rank-Based Kernel on Probability Spaces for Niche Detection—0
Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge—0
Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return PredictionCode0
Semantic Parsing for Technical Support Questions—0
Word Sense Disambiguation Based on Word Similarity Calculation Using Word Vector Representation from a Knowledge-based GraphCode0
Task-oriented Word Embedding for Text ClassificationCode0
Context-Sensitive Generation of Open-Domain Conversational Responses—0
Lyrics Segmentation: Textual Macrostructure Detection using ConvolutionsCode0
LCQMC:A Large-scale Chinese Question Matching Corpus—0
T-Know: a Knowledge Graph-based Question Answering and Infor-mation Retrieval System for Traditional Chinese Medicine—0
Genre Identification and the Compositional Effect of Genre in Literature—0
Why does PairDiff work? - A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection—0
A Unified RvNN Framework for End-to-End Chinese Discourse Parsing—0
Novelty Goes Deep. A Deep Neural Solution To Document Level Novelty DetectionCode0
Learning What to Share: Leaky Multi-Task Network for Text Classification—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