SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3301–3350 of 4740 papers

TitleStatusHype
A Multi-strategy Query Processing Approach for Biomedical Question Answering: USTB\_PRIR at BioASQ 2017 Task 5B—0
Automatic classification of doctor-patient questions for a virtual patient record query task—0
Distantly Supervised POS Tagging of Low-Resource Languages under Extreme Data Sparsity: The Case of Hittite—0
Morphological Inflection Generation with Multi-space Variational Encoder-Decoders—0
Know-Center at SemEval-2017 Task 10: Sequence Classification with the CODE Annotator—0
MoRS at SemEval-2017 Task 3: Easy to use SVM in Ranking Tasks—0
PKU\_ICL at SemEval-2017 Task 10: Keyphrase Extraction with Model Ensemble and External Knowledge—0
GUIR at SemEval-2017 Task 12: A Framework for Cross-Domain Clinical Temporal Information Extraction—0
TWINA at SemEval-2017 Task 4: Twitter Sentiment Analysis with Ensemble Gradient Boost Tree Classifier—0
Sentence Alignment using Unfolding Recursive Autoencoders—0
Evaluating Feature Extraction Methods for Knowledge-based Biomedical Word Sense Disambiguation—0
Deep Learning Models For Multiword Expression Identification—0
Machine Translation and Automated Analysis of the Sumerian Language—0
Deep Learning for Biomedical Information Retrieval: Learning Textual Relevance from Click Logs—0
Results of the fifth edition of the BioASQ Challenge—0
LIM-LIG at SemEval-2017 Task1: Enhancing the Semantic Similarity for Arabic Sentences with Vectors Weighting—0
SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity—0
Query expansion techniques for information retrieval: A survey—0
The HIT-SCIR System for End-to-End Parsing of Universal Dependencies—0
Semantic Vector Encoding and Similarity Search Using Fulltext Search Engines—0
Learning from Relatives: Unified Dialectal Arabic Segmentation—0
Toward a Comparable Corpus of Latvian, Russian and English Tweets—0
DUTH at SemEval-2017 Task 4: A Voting Classification Approach for Twitter Sentiment Analysis—0
DUTH at SemEval-2017 Task 5: Sentiment Predictability in Financial Microblogging and News Articles—0
SCIR-QA at SemEval-2017 Task 3: CNN Model Based on Similar and Dissimilar Information between Keywords for Question Similarity—0
BIT at SemEval-2017 Task 1: Using Semantic Information Space to Evaluate Semantic Textual Similarity—0
Learning What is Essential in QuestionsCode0
STS-UHH at SemEval-2017 Task 1: Scoring Semantic Textual Similarity Using Supervised and Unsupervised Ensemble—0
Assessing the performance of Olelo, a real-time biomedical question answering application—0
Detecting mentions of pain and acute confusion in Finnish clinical text—0
Towards Semantic Query Segmentation—0
Share your Model instead of your Data: Privacy Preserving Mimic Learning for Ranking—0
Deep Learning based Recommender System: A Survey and New PerspectivesCode0
A Deep Investigation of Deep IR Models—0
MatchZoo: A Toolkit for Deep Text MatchingCode0
Date-Field Retrieval in Scene Image and Video Frames using Text Enhancement and Shape Coding—0
Toward Incorporation of Relevant Documents in word2vec—0
Video Question Answering via Attribute-Augmented Attention Network Learning—0
Neural Matching Models for Question Retrieval and Next Question Prediction in Conversation—0
The Capacity of Symmetric Private Information Retrieval—0
Lyrics-Based Music Genre Classification Using a Hierarchical Attention NetworkCode0
Neural Networks for Information Retrieval—0
Geospatial Semantics—0
Leipzig Corpus Miner - A Text Mining Infrastructure for Qualitative Data Analysis—0
Document Retrieval for Large Scale Content Analysis using Contextualized Dictionaries—0
Few-Shot Learning Through an Information Retrieval Lens—0
Unsupervised Submodular Rank Aggregation on Score-based PermutationsCode0
Semedico: A Comprehensive Semantic Search Engine for the Life Sciences—0
Benben: A Chinese Intelligent Conversational Robot—0
Deep Learning in Semantic Kernel Spaces—0
Show:102550
← PrevPage 67 of 95Next →
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