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 2651–2700 of 4740 papers

TitleStatusHype
The Challenges of Optimizing Machine Translation for Low Resource Cross-Language Information Retrieval—0
Weakly Supervised Attentional Model for Low Resource Ad-hoc Cross-lingual Information Retrieval—0
Entity resolution for noisy ASR transcripts—0
TextGraphs 2019 Shared Task on Multi-Hop Inference for Explanation Regeneration—0
Leveraging Medical Literature for Section Prediction in Electronic Health Records—0
Applying BERT to Document Retrieval with Birch—0
MICRON: Multigranular Interaction for Contextualizing RepresentatiON in Non-factoid Question Answering—0
Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling—0
A Modular Architecture for Unsupervised Sarcasm Generation—0
A neural document language modeling framework for spoken document retrieval—0
Lexical Learning as an Online Optimal Experiment: Building Efficient Search Engines through Human-Machine Collaboration—0
Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled LearningCode0
Multi-Module System for Open Domain Chinese Question Answering over Knowledge Base—0
A Survey on Recent Advances in Named Entity Recognition from Deep Learning modelsCode0
BanditRank: Learning to Rank Using Contextual Bandits—0
Self-Attentive Document Interaction Networks for Permutation Equivariant Ranking—0
A Comparison of Semantic Similarity Methods for Maximum Human Interpretability—0
Entity Summarization: State of the Art and Future Challenges—0
Indoor Information Retrieval using Lifelog Data—0
The Role of Coded Side Information in Single-Server Private Information Retrieval—0
Rule based Approach for Word Normalization by resolving Transcription Ambiguity in Transliterated Search Queries—0
Answering Complex Open-domain Questions Through Iterative Query GenerationCode0
Link Prediction via Graph Attention Network—0
Measuring Sentences Similarity: A Survey—0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural NetworkCode0
Proximal Policy Optimization for Improved Convergence in IRGAN—0
Robust Semantic Parsing with Adversarial Learning for Domain Generalization—0
On Sanskrit and Information Retrieval—0
Named Entity Recognition System for Sindhi Language—0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized NN—0
Multi-source Multi-view Transfer Learning in Neural Topic Modeling with Pretrained Topic and Word Embeddings—0
On the Information Leakage in Private Information Retrieval Systems—0
Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering—0
Simple yet Effective Bridge Reasoning for Open-Domain 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
Semantic Textual Similarity with Siamese Neural Networks—0
Enhancing Unsupervised Sentence Similarity Methods with Deep Contextualised Word Representations—0
Automatic Propbank Generation for Turkish—0
Automatic Question Answering for Medical MCQs: Can It go Further than Information Retrieval?—0
Document Hashing with Mixture-Prior Generative Models—0
Real-world Conversational AI for Hotel Bookings—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