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 3601–3650 of 4740 papers

TitleStatusHype
Efficient construction of metadata-enhanced web corpora—0
Information-based Modeling of Diachronic Linguistic Change: from Typicality to Productivity—0
Terminology Extraction with Term Variant Detection—0
Unsupervised Text Segmentation Using Semantic Relatedness GraphsCode0
Identifying Temporal Orientation of Word Senses—0
Results of the 4th edition of BioASQ Challenge—0
Authorship Verification - An Approach based on Random Forest—0
Labeling of Query Words using Conditional Random Field—0
The Surfer Model with a Hybrid Approach to Ranking the Web Pages—0
Implicit Negative Feedback in Clinical Information Retrieval—0
Explaining Deep Convolutional Neural Networks on Music ClassificationCode0
A Semi-supervised learning approach to enhance health care Community-based Question Answering: A case study in alcoholism—0
Review Based Rating Prediction—0
Deep Learning Relevance: Creating Relevant Information (as Opposed to Retrieving it)—0
Representing Documents and Queries as Sets of Word Embedded Vectors for Information Retrieval—0
Adaptability of Neural Networks on Varying Granularity IR Tasks—0
Toward a Deep Neural Approach for Knowledge-Based IR—0
Toward Word Embedding for Personalized Information Retrieval—0
Emulating Human Conversations using Convolutional Neural Network-based IR—0
Uncertainty in Neural Network Word Embedding: Exploration of Threshold for Similarity—0
LSTM-Based Predictions for Proactive Information Retrieval—0
Exact and efficient top-K inference for multi-target prediction by querying separable linear relational models—0
Learning Term Weights for Ad-hoc Retrieval—0
Bangla Parts-of-Speech Tagging using Bangla Stemmer and Rule based AnalyzerCode0
Large scale biomedical texts classification: a kNN and an ESA-based approaches—0
But What Do We Actually Know?—0
Bibliometrics, Information Retrieval and Natural Language Processing: Natural Synergies to Support Digital Library Research—0
Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification—0
ISCAS\_NLP at SemEval-2016 Task 1: Sentence Similarity Based on Support Vector Regression using Multiple Features—0
DalGTM at SemEval-2016 Task 1: Importance-Aware Compositional Approach to Short Text Similarity—0
WOLVESAAR at SemEval-2016 Task 1: Replicating the Success of Monolingual Word Alignment and Neural Embeddings for Semantic Textual Similarity—0
JUNITMZ at SemEval-2016 Task 1: Identifying Semantic Similarity Using Levenshtein Ratio—0
JU\_NLP at SemEval-2016 Task 6: Detecting Stance in Tweets using Support Vector Machines—0
What Papers Should I Cite from my Reading List? User Evaluation of a Manuscript Preparatory Assistive Task—0
Incorporating Satellite Documents into Co-citation Networks for Scientific Paper Searches—0
Post Retraction Citations in Context—0
Question Answering over Knowledge Base using Factual Memory Networks—0
VCU at Semeval-2016 Task 14: Evaluating definitional-based similarity measure for semantic taxonomy enrichment—0
PolyU at CL-SciSumm 2016—0
UTA DLNLP at SemEval-2016 Task 1: Semantic Textual Similarity: A Unified Framework for Semantic Processing and Evaluation—0
UTA DLNLP at SemEval-2016 Task 12: Deep Learning Based Natural Language Processing System for Clinical Information Identification from Clinical Notes and Pathology Reports—0
Delineating Fields Using Mathematical Jargon—0
RALI System Description for CL-SciSumm 2016 Shared Task—0
Proceedings of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL)—0
Using Related Languages to Enhance Statistical Language Models—0
Using Linear Classifiers for the Automatic Triage of Posts in the 2016 CLPsych Shared Task—0
IISCNLP at SemEval-2016 Task 2: Interpretable STS with ILP based Multiple Chunk Aligner—0
USFD at SemEval-2016 Task 1: Putting different State-of-the-Arts into a Box—0
IHS-RD-Belarus at SemEval-2016 Task 1: Multistage Approach for Measuring Semantic Similarity—0
Identifying Referenced Text in Scientific Publications by Summarisation and Classification Techniques—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