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 2201–2225 of 4740 papers

TitleStatusHype
Towards Bengali Word Embedding: Corpus Creation, Intrinsic and Extrinsic Evaluations—0
Variable-Length Codes Independent or Closed with respect to Edit Relations—0
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT RankersCode0
A unified Neural Network Approach to E-CommerceRelevance Learning—0
Interpretation of multi-label classification models using shapley valuesCode0
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
IITP@COLIEE 2019: Legal Information Retrieval using BM25 and BERTCode0
Multi-source Neural Topic Modeling in Multi-view Embedding SpacesCode0
VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks—0
An Analysis of a BERT Deep Learning Strategy on a Technology Assisted Review Task—0
Segmenting Subtitles for Correcting ASR Segmentation Errors—0
Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval—0
Towards Robust Neural Retrieval Models with Synthetic Pre-Training—0
Macro-Average: Rare Types Are Important TooCode0
Exploring Current User Web Search Behaviours in Analysis Tasks to be Supported in Conversational Search—0
TransWiC at SemEval-2021 Task 2: Transformer-based Multilingual and Cross-lingual Word-in-Context Disambiguation—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
ASPER: Attention-based Approach to Extract Syntactic Patterns denoting Semantic Relations in Sentential Context—0
Retrieval, Re-ranking and Multi-task Learning for Knowledge-Base Question Answering—0
IRNLP_DAIICT@DravidianLangTech-EACL2021:Offensive Language identification in Dravidian Languages using TF-IDF Char N-grams and MuRIL—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