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
Insights into Entity Name Evolution on Wikipedia—0
Private Information Retrieval from MDS Coded Data with Colluding Servers: Settling a Conjecture by Freij-Hollanti et al.—0
The 'who' and 'what' of #diabetes on Twitter—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
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
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
ggRandomForests: Exploring Random Forest Survival—0
JU_KS_Group@FIRE 2016: Consumer Health Information Search—0
KS_JU@DPIL-FIRE2016:Detecting Paraphrases in Indian Languages Using Multinomial Logistic Regression Model—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
Evaluation of Medical Concept Annotation Systems on Clinical Records—0
Community Detection on Evolving Graphs—0
Succinct Data Structures for NLP-at-Scale—0
The Role of Wikipedia in Text Analysis and Retrieval—0
PKUSUMSUM : A Java Platform for Multilingual Document Summarization—0
Named Entity Disambiguation for little known referents: a topic-based approach—0
Reddit Temporal N-gram Corpus and its Applications on Paraphrase and Semantic Similarity in Social Media using a Topic-based Latent Semantic Analysis—0
A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks—0
Hybrid Question Answering over Knowledge Base and Free Text—0
A Unified Architecture for Semantic Role Labeling and Relation Classification—0
ENIAM: Categorial Syntactic-Semantic Parser for Polish—0
Knowledge-Driven Event Embedding for Stock Prediction—0
Demonstrating Ambient Search: Implicit Document Retrieval for Speech Streams—0
A Hybrid Approach to Generation of Missing Abstracts in Biomedical Literature—0
A Neural Attention Model for Disfluency Detection—0
Ambient Search: A Document Retrieval System for Speech Streams—0
Hashtag Recommendation with Topical Attention-Based LSTM—0
FastHybrid: A Hybrid Model for Efficient Answer Selection—0
Different Contexts Lead to Different Word Embeddings—0
Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences—0
Reading and Thinking: Re-read LSTM Unit for Textual Entailment Recognition—0
English-Chinese Knowledge Base Translation with Neural Network—0
Direct vs. indirect evaluation of distributional thesauri—0
Semantically Motivated Hebrew Verb-Noun Multi-Word Expressions Identification—0
Revisiting Taxonomy Induction over Wikipedia—0
Combination of Convolutional and Recurrent Neural Network for Sentiment Analysis of Short TextsCode0
Multimodal Mood Classification - A Case Study of Differences in Hindi and Western Songs—0
Mathematical Information Retrieval based on Type Embeddings and Query Expansion—0
Structured Aspect Extraction—0
Expanding wordnets to new languages with multilingual sense disambiguation—0
Retrieving Occurrences of Grammatical Constructions—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