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 2851–2900 of 4740 papers

TitleStatusHype
Singing Voice Separation Using a Deep Convolutional Neural Network Trained by Ideal Binary Mask and Cross EntropyCode0
FCA_Retrieval: A Multi-operator Algorithm for Information Retrieval from Binary Concept Lattice—0
A Comparative Study of Embedding Models in Predicting the Compositionality of Multiword Expressions—0
Scalable graph-based individual named entity identification—0
Novelty and Coverage in context-based information filtering—0
Facilitating the Manual Annotation of Sounds When Using Large Taxonomies—0
Alignment Analysis of Sequential Segmentation of Lexicons to Improve Automatic Cognate DetectionCode0
End-to-End Retrieval in Continuous Space—0
Proximity Full-Text Search with a Response Time Guarantee by Means of Additional Indexes—0
Answering Science Exam Questions Using Query Reformulation with Background Knowledge—0
Investigating Bell Inequalities for Multidimensional Relevance Judgments in Information Retrieval—0
Survey of Computational Approaches to Lexical Semantic Change—0
HPI-DHC at TREC 2018 Precision Medicine TrackCode1
Melodic Phrase Segmentation By Deep Neural Networks—0
An Analysis of the Semantic Annotation Task on the Linked Data Cloud—0
Embedding Electronic Health Records for Clinical Information Retrieval—0
ReDecode Framework for Iterative Improvement in Paraphrase Generation—0
Adversarial Sampling and Training for Semi-Supervised Information Retrieval—0
Deep Neural Networks for Query Expansion using Word Embeddings—0
Representation Learning by Reconstructing Neighborhoods—0
CLEAR -- Simple Corpus for Medical French—0
Task Proposal: The TL;DR Challenge—0
AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer—0
MindLab Neural Network Approach at BioASQ 6B—0
Team SWEEPer: Joint Sentence Extraction and Fact Checking with Pointer Networks—0
Team UMBC-FEVER : Claim verification using Semantic Lexical Resources—0
Preferred Answer Selection in Stack Overflow: Better Text Representations ... and Metadata, Metadata, Metadata—0
Results of the sixth edition of the BioASQ Challenge—0
Retrieve and Re-rank: A Simple and Effective IR Approach to Simple Question Answering over Knowledge Graphs—0
SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification—0
Detecting Code-Switching between Turkish-English Language Pair—0
UCL Machine Reading Group: Four Factor Framework For Fact Finding (HexaF)—0
A mostly unlexicalized model for recognizing textual entailment—0
An Interface for Annotating Science Questions—0
OpenKE: An Open Toolkit for Knowledge EmbeddingCode0
Improving Information Retrieval Results for Persian Documents using FarsNetCode0
DeepTileBars: Visualizing Term Distribution for Neural Information RetrievalCode0
Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds—0
MULAN: A Blind and Off-Grid Method for Multichannel Echo RetrievalCode0
Bi-Directional Lattice Recurrent Neural Networks for Confidence EstimationCode0
NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information RetrievalCode0
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
Spectrogram-channels u-net: a source separation model viewing each channel as the spectrogram of each sourceCode1
The Capacity of Private Information Retrieval from Uncoded Storage Constrained Databases—0
Time-Aware and Corpus-Specific Entity Relatedness—0
From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted IndexingCode0
Fast Randomized PCA for Sparse DataCode0
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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