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 2676–2700 of 4740 papers

TitleStatusHype
Enhancing Unsupervised Sentence Similarity Methods with Deep Contextualised Word Representations—0
Semantic Textual Similarity with Siamese Neural Networks—0
Automatic Question Answering for Medical MCQs: Can It go Further than Information Retrieval?—0
Document Hashing with Mixture-Prior Generative Models—0
Interactive Machine Comprehension with Information Seeking AgentsCode0
A novel model for query expansion using pseudo-relevant web knowledge—0
Real-world Conversational AI for Hotel Bookings—0
End-To-End Measure for Text Recognition—0
BULNER: BUg Localization with word embeddings and NEtwork RegularizationCode0
Lukthung Classification Using Neural Networks on Lyrics and Audios—0
Revisiting Semantic Representation and Tree Search for Similar Question RetrievalCode0
Towards Effective Device-Aware Federated Learning—0
Learning Representations and Agents for Information Retrieval—0
CFO: A Framework for Building Production NLP Systems—0
Semantic Source Code Search: A Study of the Past and a Glimpse at the Future—0
Hamming Sentence Embeddings for Information Retrieval—0
Linking Graph Entities with Multiplicity and Provenance—0
AmazonQA: A Review-Based Question Answering TaskCode0
Deep Triplet Neural Networks with Cluster-CCA for Audio-Visual Cross-modal RetrievalCode0
Text mining policy: Classifying forest and landscape restoration policy agenda with neural information retrieval—0
On the Merge of k-NN GraphCode0
Robust Document Representations for Cross-Lingual Information Retrieval in Low-Resource Settings—0
Exploring Transfer Learning and Domain Data Selection for the Biomedical Translation—0
KiloGrams: Very Large N-Grams for Malware ClassificationCode0
ARS\_NITK at MEDIQA 2019:Analysing Various Methods for Natural Language Inference, Recognising Question Entailment and Medical Question Answering System—0
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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