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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3351–3375 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
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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