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 2901–2950 of 4740 papers

TitleStatusHype
Learning Comment Generation by Leveraging User-Generated Data—0
Dynamic Thresholding Mechanisms for IR-Based Filtering in Efficient Source Code Plagiarism Detection—0
Automatic Identification and Ranking of Emergency Aids in Social Media Macro Community—0
Investigating non-classical correlations between decision fused multi-modal documents—0
Time-Aware and Corpus-Specific Entity Relatedness—0
The Capacity of Private Information Retrieval from Uncoded Storage Constrained Databases—0
From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted IndexingCode0
Fast Randomized PCA for Sparse DataCode0
Important Attribute Identification in Knowledge Graph—0
Probabilistic Blocking with An Application to the Syrian Conflict—0
textTOvec: Deep Contextualized Neural Autoregressive Topic Models of Language with Distributed Compositional PriorCode0
C-DLSI: An Extended LSI Tailored for Federated Text Retrieval—0
POIReviewQA: A Semantically Enriched POI Retrieval and Question Answering Dataset—0
Seq2Slate: Re-ranking and Slate Optimization with RNNs—0
HyTE: Hyperplane-based Temporally aware Knowledge Graph EmbeddingCode0
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question AnsweringCode0
Identification of Parallel Sentences in Comparable Monolingual Corpora from Different Registers—0
Convolutional Interaction Network for Natural Language Inference—0
Listwise temporal ordering of events in clinical notesCode0
Interpretable Emoji Prediction via Label-Wise Attention LSTMs—0
Topic Intrusion for Automatic Topic Model Evaluation—0
Cross-topic Argument Mining from Heterogeneous Sources—0
Linguistically-Based Deep Unstructured Question Answering—0
A dataset and baselines for sequential open-domain question answering—0
Aggregated Semantic Matching for Short Text Entity Linking—0
Somm: Into the Model—0
CAS: French Corpus with Clinical Cases—0
Learning Hash Codes via Hamming Distance Targets—0
Smart vs. Solid Solutions in Computational Linguistics---Machine Translation or Information Retrieval—0
Transfer and Multi-Task Learning for Noun--Noun Compound Interpretation—0
Supervised and Unsupervised Methods for Robust Separation of Section Titles and Prose Text in Web Documents—0
A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension—0
Learning Neural Representation for CLIR with Adversarial Framework—0
Knowledge Graph Embedding with Hierarchical Relation Structure—0
Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition—0
Research Challenges in Building a Voice-based Artificial Personal Shopper - Position Paper—0
Curriculum Learning Based on Reward Sparseness for Deep Reinforcement Learning of Task Completion Dialogue Management—0
Dynamic Difficulty Awareness Training for Continuous Emotion Prediction—0
LeNER-Br: a Dataset for Named Entity Recognition in Brazilian Legal TextCode0
Talent Search and Recommendation Systems at LinkedIn: Practical Challenges and Lessons Learned—0
Answering Science Exam Questions Using Query Rewriting with Background Knowledge—0
Commentary on Quantum-Inspired Information Retrieval—0
Detection-by-Localization: Maintenance-Free Change Object Detector—0
Skeleton-to-Response: Dialogue Generation Guided by Retrieval MemoryCode0
EXS: Explainable Search Using Local Model Agnostic Interpretability—0
Zoom: SSD-based Vector Search for Optimizing Accuracy, Latency and Memory—0
Convolutional Neural Network: Text Classification Model for Open Domain Question Answering System—0
Neurons Merging Layer: Towards Progressive Redundancy Reduction for Deep Supervised Hashing—0
edge2vec: Representation learning using edge semantics for biomedical knowledge discoveryCode0
Trick Me If You Can: Human-in-the-loop Generation of Adversarial Examples for Question AnsweringCode0
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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