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 3351–3400 of 4740 papers

TitleStatusHype
Benben: A Chinese Intelligent Conversational Robot—0
EviNets: Neural Networks for Combining Evidence Signals for Factoid Question Answering—0
Improving Distributed Representations of Tweets - Present and Future—0
Olelo: A Question Answering Application for Biomedicine—0
Building a Non-Trivial Paraphrase Corpus Using Multiple Machine Translation SystemsCode0
Feature Hashing for Language and Dialect Identification—0
Variation Autoencoder Based Network Representation Learning for Classification—0
Extended Named Entity Recognition API and Its Applications in Language Education—0
Tandem Anchoring: a Multiword Anchor Approach for Interactive Topic Modeling—0
An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge—0
Topical Coherence in LDA-based Models through Induced SegmentationCode0
Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic RulesCode0
PositionRank: An Unsupervised Approach to Keyphrase Extraction from Scholarly Documents—0
Neural Relation Extraction with Multi-lingual Attention—0
Evaluating Compound Splitters Extrinsically with Textual Entailment—0
Deep Learning in Semantic Kernel Spaces—0
Content-Based Weak Supervision for Ad-Hoc Re-RankingCode0
A selectional auto-encoder approach for document image binarizationCode0
DE-PACRR: Exploring Layers Inside the PACRR Model—0
Living Labs - An Ethical Challenge for Researchers and Platform Providers—0
Rapid Probabilistic Interest Learning from Domain-Specific Pairwise Image Comparisons—0
The E-Average Common Submatrix: Approximate Searching in a Restricted Neighborhood—0
Accelerating Innovation Through Analogy Mining—0
Active learning in annotating micro-blogs dealing with e-reputationCode0
DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents—0
An Empirical Study of Some Selected IR Models for Bengali Monolingual Information Retrieval—0
Collaborative Summarization of Topic-Related Videos—0
A Random-Fern based Feature Approach for Image Matching—0
Improving Legal Information Retrieval by Distributional Composition with Term Order Probabilities—0
當代非監督式方法之比較於節錄式語音摘要 (An Empirical Comparison of Contemporary Unsupervised Approaches for Extractive Speech Summarization) [In Chinese]—0
Book Review: Linked Lexical Knowledge Bases Foundations and Applications by Iryna Gurevych, Judith Eckle-er and Michael Matuschek—0
Ranking to Learn and Learning to Rank: On the Role of Ranking in Pattern Recognition Applications—0
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval ModelsCode0
Ask the Right Questions: Active Question Reformulation with Reinforcement LearningCode0
Faceted classification: management and use—0
Generative Adversarial Networks for Multimodal Representation Learning in Video Hyperlinking—0
Key-Value Retrieval Networks for Task-Oriented DialogueCode0
Machine learning methods for multimedia information retrieval—0
Benchmark for Complex Answer RetrievalCode0
Relevance-based Word Embedding—0
Machine Learning with World Knowledge: The Position and Survey—0
Neural Models for Information Retrieval—0
Improving Optical Character Recognition of Finnish Historical Newspapers with a Combination of Fraktur \& Antiqua Models and Image Preprocessing—0
Creating register sub-corpora for the Finnish Internet Parsebank—0
Scaling Active Search using Linear Similarity FunctionsCode0
Neural Ranking Models with Weak SupervisionCode0
Recognizing Descriptive Wikipedia Categories for Historical Figures—0
PACRR: A Position-Aware Neural IR Model for Relevance MatchingCode0
Rhetorical relations for information retrieval—0
Probabilistic Search for Structured Data via Probabilistic Programming and Nonparametric BayesCode0
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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