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 2326–2350 of 4740 papers

TitleStatusHype
Knowledge-Enhanced Named Entity Disambiguation for Short Text—0
A Semi-Supervised BERT Approach for Arabic Named Entity Recognition—0
A Rule Based Lightweight Bengali Stemmer—0
Frugal neural reranking: evaluation on the Covid-19 literature—0
100,000 Podcasts: A Spoken English Document Corpus—0
Character Alignment in Morphologically Complex Translation Sets for Related Languages—0
Multichannel LSTM-CNN for Telugu Text Classification—0
Domino at FinCausal 2020, Task 1 and 2: Causal Extraction SystemCode0
Domain Transfer based Data Augmentation for Neural Query Translation—0
BCTH: A Novel Text Hashing Approach via Bayesian ClusteringCode0
Differentiable Top-k with Optimal Transport—0
Development of Hybrid Algorithm for Automatic Extraction of Multiword Expressions from Monolingual and Parallel Corpus of English and Punjabi—0
Automatic Evaluation vs. User Preference in Neural Textual QuestionAnswering over COVID-19 Scientific Literature—0
On a Chatbot Navigating a User through a Concept-Based Knowledge Model—0
Semantic search with domain-specific word-embedding and production monitoring in Fintech—0
Pandemic Literature Search: Finding Information on COVID-19—0
3218IR at SemEval-2020 Task 11: Conv1D and Word Embedding in Propaganda Span Identification at News Articles—0
MusicTM-Dataset for Joint Representation Learning among Sheet Music, Lyrics, and Musical Audio—0
Automatic Mathematical Information Retrieval to Perform Translations up to Computer Algebra Systems—0
A Novel Multimodal Music Genre Classifier using Hierarchical Attention and Convolutional Neural Network—0
Retrieving and ranking short medical questions with two stages neural matching model—0
A Survey on Recent Advances in Sequence Labeling from Deep Learning Models—0
Biomedical Named Entity Recognition at ScaleCode0
Knowledge Distillation for Singing Voice DetectionCode0
JNLP Team: Deep Learning for Legal Processing in COLIEE 2020Code0
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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