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 2101–2125 of 4740 papers

TitleStatusHype
B-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc RetrievalCode0
An Analysis of Indexing and Querying Strategies on a Technologically Assisted Review Task—0
Searching for Scientific Evidence in a Pandemic: An Overview of TREC-COVID—0
Contextualized Query Embeddings for Conversational Search—0
Multi-source Neural Topic Modeling in Multi-view Embedding SpacesCode0
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval ModelsCode2
IITP@COLIEE 2019: Legal Information Retrieval using BM25 and BERTCode0
TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph CompletionCode1
An Analysis of a BERT Deep Learning Strategy on a Technology Assisted Review Task—0
Segmenting Subtitles for Correcting ASR Segmentation Errors—0
VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks—0
Optimizing Dense Retrieval Model Training with Hard NegativesCode1
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword ExtractionCode1
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted ListCode1
Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval—0
Towards Robust Neural Retrieval Models with Synthetic Pre-Training—0
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding LearningCode1
GPU Semiring Primitives for Sparse Neighborhood MethodsCode1
An Adversarial Imitation Click Model for Information RetrievalCode1
Macro-Average: Rare Types Are Important TooCode0
TransWiC at SemEval-2021 Task 2: Transformer-based Multilingual and Cross-lingual Word-in-Context Disambiguation—0
Exploring Current User Web Search Behaviours in Analysis Tasks to be Supported in Conversational Search—0
A Conceptual Framework for Implicit Evaluation of Conversational Search Interfaces—0
Concentration Inequalities for Two-Sample Rank Processes with Application to Bipartite RankingCode0
Topological Information Retrieval with Dilation-Invariant Bottleneck Comparative MeasuresCode0
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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