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 2651–2700 of 4740 papers

TitleStatusHype
Measuring Sentences Similarity: A Survey—0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural NetworkCode0
On Sanskrit and Information Retrieval—0
Robust Semantic Parsing with Adversarial Learning for Domain Generalization—0
Proximal Policy Optimization for Improved Convergence in IRGAN—0
Named Entity Recognition System for Sindhi Language—0
OpenNRE: An Open and Extensible Toolkit for Neural Relation ExtractionCode2
Multi-source Multi-view Transfer Learning in Neural Topic Modeling with Pretrained Topic and Word Embeddings—0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized NN—0
On the Information Leakage in Private Information Retrieval Systems—0
CodeSearchNet Challenge: Evaluating the State of Semantic Code SearchCode1
Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering—0
Revealing the Importance of Semantic Retrieval for Machine Reading at ScaleCode1
Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering—0
Multi-view and Multi-source Transfers in Neural Topic Modeling with Pretrained Topic and Word Embeddings—0
Recommendation or Discrimination?: Quantifying Distribution Parity in Information Retrieval Systems—0
Query Obfuscation Semantic Decomposition—0
Report on the 8th International Workshop on Bibliometric-enhanced Information Retrieval (BIR 2019)—0
Learning Dynamic Author Representations with Temporal Language ModelsCode0
Large Scale Question Answering using Tourism Data—0
Affect Enriched Word Embeddings for News Information Retrieval—0
Finding Salient Context based on Semantic Matching for Relevance Ranking—0
Attention-based Pairwise Multi-Perspective Convolutional Neural Network for Answer Selection in Question Answering—0
The CL-SciSumm Shared Task 2018: Results and Key InsightsCode0
Automatic Propbank Generation for Turkish—0
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
Show:102550
← PrevPage 54 of 95Next →
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