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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2951–2975 of 4740 papers

TitleStatusHype
Why are Sequence-to-Sequence Models So Dull? Understanding the Low-Diversity Problem of Chatbots—0
Towards Automated Customer SupportCode0
Using Semantics for Granularities of Tokenization—0
Retrieve-and-Read: Multi-task Learning of Information Retrieval and Reading Comprehension—0
A novel graph-based model for hybrid recommendations in cold-start scenarios—0
Large-Scale Cover Song Detection in Digital Music Libraries Using Metadata, Lyrics and Audio FeaturesCode0
Characterizing the Influence of Features on Reading Difficulty Estimation for Non-native Readers—0
Implementation Notes for the Soft Cosine Measure—0
Xu: An Automated Query Expansion and Optimization Tool—0
MIaS: Math-Aware Retrieval in Digital Mathematical Libraries—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
Lyrics Segmentation: Textual Macrostructure Detection using ConvolutionsCode0
Knowledge Representation with Conceptual Spaces—0
Cooperative Denoising for Distantly Supervised Relation Extraction—0
Context-Sensitive Generation of Open-Domain Conversational Responses—0
Task-oriented Word Embedding for Text ClassificationCode0
Simple Neologism Based Domain Independent Models to Predict Year of Authorship—0
Show:102550
← PrevPage 119 of 190Next →
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