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 2201–2250 of 4740 papers

TitleStatusHype
Dive into Decision Trees and Forests: A Theoretical DemonstrationCode1
Q4EDA: A Novel Strategy for Textual Information Retrieval Based on User Interactions with Visual Representations of Time Series—0
ExpFinder: An Ensemble Expert Finding Model Integrating N-gram Vector Space Model and μCO-HITSCode0
Tip of the Tongue Known-Item Retrieval: A Case Study in Movie Identification—0
Match-Ignition: Plugging PageRank into Transformer for Long-form Text MatchingCode1
Recent Advances in Video Question Answering: A Review of Datasets and Methods—0
Joint Dimensionality Reduction for Separable Embedding Estimation—0
C^3DRec: Cloud-Client Cooperative Deep Learning for Temporal Recommendation in the Post-GDPR Era—0
Quantum Mathematics in Artificial Intelligence—0
Deep Learning applications for COVID-19—0
An Unsupervised Normalization Algorithm for Noisy Text: A Case Study for Information Retrieval and Stance DetectionCode0
A Novel Word Sense Disambiguation Approach Using WordNet Knowledge Graph—0
Transformer-based approach towards music emotion recognition from lyricsCode1
Comparison of the effects of investor attention using search volume data before and after mobile device popularization—0
Coreference Resolution in Research Papers from Multiple DomainsCode0
Audio Content Analysis—0
VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-wordsCode1
Learning Representations by Contrasting Clusters While Bootstrapping Instances—0
VilNMN: A Neural Module Network approach to Video-Grounded Language Tasks—0
A Truly Constant-time Distribution-aware Negative Sampling—0
A Tale of Two Efficient and Informative Negative Sampling Distributions—0
Few-Shot Text Ranking with Meta Adapted Synthetic Weak SupervisionCode0
BURT: BERT-inspired Universal Representation from Learning Meaningful Segment—0
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes—0
PatentMatch: A Dataset for Matching Patent Claims & Prior ArtCode1
Neural document expansion for ad-hoc information retrieval—0
Understanding and Predicting Characteristics of Test Collections in Information Retrieval—0
Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval—0
Cross-domain Retrieval in the Legal and Patent Domains: a Reproducibility StudyCode1
Literature Retrieval for Precision Medicine with Neural Matching and Faceted SummarizationCode0
A White Box Analysis of ColBERT—0
Checking Fact Worthiness using Sentence Embeddings—0
Information retrieval system for silte language using BM25 weighting—0
Building Cross-Sectional Systematic Strategies By Learning to Rank—0
GAN-based Recommendation with Positive-Unlabeled Sampling—0
Making Cross-Domain Recommendations by Associating Disjoint Users and Items Through the Affective Aware Pseudo Association Method—0
BioMedBERT: A Pre-trained Biomedical Language Model for QA and IR—0
An Integrated Search Framework for Leveraging the Knowledge-Based Web Ecosystem—0
EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet AllocationCode0
Distilling Knowledge from Reader to Retriever for Question AnsweringCode1
A Topological Method for Comparing Document Semantics—0
StacMR: Scene-Text Aware Cross-Modal RetrievalCode1
Generative Adversarial User Privacy in Lossy Single-Server Information RetrievalCode0
Structural Text Segmentation of Legal DocumentsCode1
Conversational BrowsingCode0
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training—0
Frugal neural reranking: evaluation on the Covid-19 literature—0
Character Alignment in Morphologically Complex Translation Sets for Related Languages—0
Domino at FinCausal 2020, Task 1 and 2: Causal Extraction SystemCode0
Automatic Evaluation vs. User Preference in Neural Textual QuestionAnswering over COVID-19 Scientific Literature—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