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

Showing 47014740 of 4740 papers

TitleStatusHype
User Edits Classification Using Document Revision Histories0
Word Sense Induction for Novel Sense Detection0
The Role of Emotional Stability in Twitter Conversations0
Coupling Knowledge-Based and Data-Driven Systems for Named Entity Recognition0
Natural Language Descriptions of Visual Scenes Corpus Generation and Analysis0
Large-Margin Learning of Submodular Summarization Models0
Just Title It! (by an Online Application)0
Proceedings of the Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra)0
An Empirical Evaluation of Stop Word Removal in Statistical Machine Translation0
Methods Combination and ML-based Re-ranking of Multiple Hypothesis for Question-Answering Systems0
Adaptation of Statistical Machine Translation Model for Cross-Lingual Information Retrieval in a Service Context0
Evaluating language understanding accuracy with respect to objective outcomes in a dialogue system0
Cross-Lingual Genre Classification0
The Problem with Kappa0
Probabilistic Hierarchical Clustering of Morphological Paradigms0
Answer Sentence Retrieval by Matching Dependency Paths acquired from Question/Answer Sentence Pairs0
A Comparative Study of Methods for Topic Modeling in Spoken Document Retrieval0
Book Review: Graph-Based Natural Language Processing and Information Retrieval by Rada Mihalcea and Dragomir Radev0
Book Review: The Structure of Scientific Articles: Applications to Citation Indexing and Summarization by Simone Teufel0
Linear Submodular Bandits and their Application to Diversified Retrieval0
An Exact Algorithm for F-Measure Maximization0
Graph Regularized Nonnegative Matrix Factorization for Data Representation0
Ranking via Sinkhorn Propagation0
Inverse-Category-Frequency based supervised term weighting scheme for text categorizationCode0
Two-Layer Generalization Analysis for Ranking Using Rademacher Average0
A bagging SVM to learn from positive and unlabeled examplesCode0
Ranking relations using analogies in biological and information networks0
Efficient Bregman Range Search0
Modeling Social Annotation Data with Content Relevance using a Topic Model0
Statistical Consistency of Top-k Ranking0
Learning to Rank by Optimizing NDCG Measure0
Structured ranking learning using cumulative distribution networks0
Empirical performance maximization for linear rank statistics0
Global Ranking Using Continuous Conditional Random Fields0
The Anatomy of Mitos Web Search EngineCode0
On quantum statistics in data analysis0
Empirical Evaluation of Four Tensor Decomposition AlgorithmsCode0
ENST-Drums: an extensive audio-visual database for drum signals processing0
Mining the Web for Synonyms: PMI-IR versus LSA on TOEFL0
A Sequential Algorithm for Training Text ClassifiersCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63Unverified
3BM25Recall@10051.33Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58Unverified
2ConAE-256Time (ms)0.33Unverified
3ConAE-128Time (ms)0.32Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16Unverified
2TSDAEmAP@1000.15Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56Unverified
2hpictallinfNDCG0.55Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25Unverified