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 3451–3500 of 4740 papers

TitleStatusHype
Extraction of Evolution Descriptions from the Web—0
Named Entity Evolution Analysis on Wikipedia—0
Insights into Entity Name Evolution on Wikipedia—0
The 'who' and 'what' of #diabetes on Twitter—0
Private Information Retrieval from MDS Coded Data with Colluding Servers: Settling a Conjecture by Freij-Hollanti et al.—0
Semantic Evolutionary Concept Distances for Effective Information Retrieval in Query Expansion—0
Optimal statistical decision for Gaussian graphical model selection—0
Just an Update on PMING Distance for Web-based Semantic Similarity in Artificial Intelligence and Data Mining—0
Exploration of Proximity Heuristics in Length Normalization—0
Extracting hypernym relations from Wikipedia disambiguation pages : comparing symbolic and machine learning approaches—0
Explicative Path Finding in a Semantic Network—0
The representation and extraction of qunatitative information—0
Literal readings of multiword expressions: as scarce as hen's teeth—0
Merging the Trees - Building a Morphological Treebank for German from Two Resources—0
ggRandomForests: Exploring Random Forest Survival—0
KS_JU@DPIL-FIRE2016:Detecting Paraphrases in Indian Languages Using Multinomial Logistic Regression Model—0
JU_KS_Group@FIRE 2016: Consumer Health Information Search—0
SCDV : Sparse Composite Document Vectors using soft clustering over distributional representationsCode0
Data-Driven Relevance Judgments for Ranking Evaluation—0
A natural language interface to a graph-based bibliographic information retrieval system—0
A Noise-Filtering Approach for Cancer Drug Sensitivity Prediction—0
PKUSUMSUM : A Java Platform for Multilingual Document Summarization—0
Retrieving Occurrences of Grammatical Constructions—0
Answer Presentation in Question Answering over Linked Data using Typed Dependency Subtree Patterns—0
The Power of Language Music: Arabic Lemmatization through Patterns—0
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