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 3301–3350 of 4740 papers

TitleStatusHype
Detecting mentions of pain and acute confusion in Finnish clinical text—0
Results of the fifth edition of the BioASQ Challenge—0
Machine Translation and Automated Analysis of the Sumerian Language—0
Semantic Vector Encoding and Similarity Search Using Fulltext Search Engines—0
Deep Learning for Biomedical Information Retrieval: Learning Textual Relevance from Click Logs—0
Distantly Supervised POS Tagging of Low-Resource Languages under Extreme Data Sparsity: The Case of Hittite—0
The HIT-SCIR System for End-to-End Parsing of Universal Dependencies—0
Learning from Relatives: Unified Dialectal Arabic Segmentation—0
Morphological Inflection Generation with Multi-space Variational Encoder-Decoders—0
Learning What is Essential in QuestionsCode0
Talla at SemEval-2017 Task 3: Identifying Similar Questions Through Paraphrase Detection—0
SCIR-QA at SemEval-2017 Task 3: CNN Model Based on Similar and Dissimilar Information between Keywords for Question Similarity—0
LIM-LIG at SemEval-2017 Task1: Enhancing the Semantic Similarity for Arabic Sentences with Vectors Weighting—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
SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity—0
DUTH at SemEval-2017 Task 4: A Voting Classification Approach for Twitter Sentiment Analysis—0
LearningToQuestion at SemEval 2017 Task 3: Ranking Similar Questions by Learning to Rank Using Rich Features—0
GUIR at SemEval-2017 Task 12: A Framework for Cross-Domain Clinical Temporal Information Extraction—0
DUTH at SemEval-2017 Task 5: Sentiment Predictability in Financial Microblogging and News Articles—0
TakeLab-QA at SemEval-2017 Task 3: Classification Experiments for Answer Retrieval in Community QA—0
Know-Center at SemEval-2017 Task 10: Sequence Classification with the CODE Annotator—0
TWINA at SemEval-2017 Task 4: Twitter Sentiment Analysis with Ensemble Gradient Boost Tree Classifier—0
BIT at SemEval-2017 Task 1: Using Semantic Information Space to Evaluate Semantic Textual Similarity—0
Deep Learning Models For Multiword Expression Identification—0
STS-UHH at SemEval-2017 Task 1: Scoring Semantic Textual Similarity Using Supervised and Unsupervised Ensemble—0
Towards Semantic Query Segmentation—0
A Deep Investigation of Deep IR Models—0
Deep Learning based Recommender System: A Survey and New PerspectivesCode0
Share your Model instead of your Data: Privacy Preserving Mimic Learning for Ranking—0
MatchZoo: A Toolkit for Deep Text MatchingCode0
Date-Field Retrieval in Scene Image and Video Frames using Text Enhancement and Shape Coding—0
Video Question Answering via Attribute-Augmented Attention Network Learning—0
Toward Incorporation of Relevant Documents in word2vec—0
Neural Matching Models for Question Retrieval and Next Question Prediction in Conversation—0
Optical Music Recognition with Convolutional Sequence-to-Sequence ModelsCode1
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
Document Retrieval for Large Scale Content Analysis using Contextualized Dictionaries—0
Leipzig Corpus Miner - A Text Mining Infrastructure for Qualitative Data Analysis—0
Few-Shot Learning Through an Information Retrieval Lens—0
Unsupervised Submodular Rank Aggregation on Score-based PermutationsCode0
AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine—0
Bilingual Word Embeddings with Bucketed CNN for Parallel Sentence Extraction—0
Exploring Diachronic Lexical Semantics with JeSemECode0
Efficient Extraction of Pseudo-Parallel Sentences from Raw Monolingual Data Using Word Embeddings—0
Beyond Words: Deep Learning for Multiword Expressions and Collocations—0
Semedico: A Comprehensive Semantic Search Engine for the Life Sciences—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