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 2876–2900 of 4740 papers

TitleStatusHype
ReDecode Framework for Iterative Improvement in Paraphrase Generation—0
Adversarial Sampling and Training for Semi-Supervised Information Retrieval—0
Deep Neural Networks for Query Expansion using Word Embeddings—0
Representation Learning by Reconstructing Neighborhoods—0
Team UMBC-FEVER : Claim verification using Semantic Lexical Resources—0
OpenKE: An Open Toolkit for Knowledge EmbeddingCode0
MindLab Neural Network Approach at BioASQ 6B—0
AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer—0
Retrieve and Re-rank: A Simple and Effective IR Approach to Simple Question Answering over Knowledge Graphs—0
Team SWEEPer: Joint Sentence Extraction and Fact Checking with Pointer Networks—0
A mostly unlexicalized model for recognizing textual entailment—0
Improving Information Retrieval Results for Persian Documents using FarsNetCode0
Preferred Answer Selection in Stack Overflow: Better Text Representations ... and Metadata, Metadata, Metadata—0
An Interface for Annotating Science Questions—0
UCL Machine Reading Group: Four Factor Framework For Fact Finding (HexaF)—0
DeepTileBars: Visualizing Term Distribution for Neural Information RetrievalCode0
Task Proposal: The TL;DR Challenge—0
Detecting Code-Switching between Turkish-English Language Pair—0
Results of the sixth edition of the BioASQ Challenge—0
SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification—0
CLEAR -- Simple Corpus for Medical French—0
Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds—0
MULAN: A Blind and Off-Grid Method for Multichannel Echo RetrievalCode0
Bi-Directional Lattice Recurrent Neural Networks for Confidence EstimationCode0
NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information RetrievalCode0
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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