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
PositionRank: An Unsupervised Approach to Keyphrase Extraction from Scholarly Documents—0
Evaluating Compound Splitters Extrinsically with Textual Entailment—0
Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic RulesCode0
Variation Autoencoder Based Network Representation Learning for Classification—0
Content-Based Weak Supervision for Ad-Hoc Re-RankingCode0
Extended Named Entity Recognition API and Its Applications in Language Education—0
Topical Coherence in LDA-based Models through Induced SegmentationCode0
AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine—0
Neural Relation Extraction with Multi-lingual Attention—0
Exploring Diachronic Lexical Semantics with JeSemECode0
Efficient Extraction of Pseudo-Parallel Sentences from Raw Monolingual Data Using Word Embeddings—0
Beyond Words: Deep Learning for Multiword Expressions and Collocations—0
Olelo: A Question Answering Application for Biomedicine—0
Building a Non-Trivial Paraphrase Corpus Using Multiple Machine Translation SystemsCode0
Bilingual Word Embeddings with Bucketed CNN for Parallel Sentence Extraction—0
EviNets: Neural Networks for Combining Evidence Signals for Factoid Question Answering—0
An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge—0
Feature Hashing for Language and Dialect Identification—0
Tandem Anchoring: a Multiword Anchor Approach for Interactive Topic Modeling—0
Improving Distributed Representations of Tweets - Present and Future—0
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
Improving Legal Information Retrieval by Distributional Composition with Term Order Probabilities—0
A Random-Fern based Feature Approach for Image Matching—0
Book Review: Linked Lexical Knowledge Bases Foundations and Applications by Iryna Gurevych, Judith Eckle-er and Michael Matuschek—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
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
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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