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 3476–3500 of 4740 papers

TitleStatusHype
MedNLPDoc: Japanese Shared Task for Clinical NLP—0
Mathematical Information Retrieval based on Type Embeddings and Query Expansion—0
Character-Aware Neural Networks for Arabic Named Entity Recognition for Social Media—0
Chinese Grammatical Error Diagnosis with Long Short-Term Memory Networks—0
FastHybrid: A Hybrid Model for Efficient Answer Selection—0
Neural Clinical Paraphrase Generation with Attention—0
Video Captioning with Multi-Faceted Attention—0
Knowledge-Driven Event Embedding for Stock Prediction—0
Query Translation for Cross-Language Information Retrieval using Multilingual Word Clusters—0
Improving Document Ranking using Query Expansion and Classification Techniques for Mixed Script Information Retrieval—0
Vectors or Graphs? On Differences of Representations for Distributional Semantic Models—0
English-Chinese Knowledge Base Translation with Neural Network—0
Multimodal Mood Classification - A Case Study of Differences in Hindi and Western Songs—0
Vanilla Classifiers for Distinguishing between Similar Languages—0
Semantically Motivated Hebrew Verb-Noun Multi-Word Expressions Identification—0
Demonstrating Ambient Search: Implicit Document Retrieval for Speech Streams—0
Japanese-English Machine Translation of Recipe Texts—0
Named Entity Disambiguation for little known referents: a topic-based approach—0
Using TEI for textbook research—0
Biomolecular Event Extraction using a Stacked Generalization based Classifier—0
ENIAM: Categorial Syntactic-Semantic Parser for Polish—0
Inference of ICD Codes from Japanese Medical Records by Searching Disease Names—0
A Hybrid Approach to Generation of Missing Abstracts in Biomedical Literature—0
Evaluation of Medical Concept Annotation Systems on Clinical Records—0
Align Me: A framework to generate Parallel Corpus Using OCRs and Bilingual Dictionaries—0
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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