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 2301–2350 of 4740 papers

TitleStatusHype
Audio Content Analysis—0
A Truly Constant-time Distribution-aware Negative Sampling—0
VilNMN: A Neural Module Network approach to Video-Grounded Language Tasks—0
Learning Representations by Contrasting Clusters While Bootstrapping Instances—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
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
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
BioMedBERT: A Pre-trained Biomedical Language Model for QA and IR—0
An Integrated Search Framework for Leveraging the Knowledge-Based Web Ecosystem—0
Making Cross-Domain Recommendations by Associating Disjoint Users and Items Through the Affective Aware Pseudo Association Method—0
EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet AllocationCode0
A Topological Method for Comparing Document Semantics—0
Generative Adversarial User Privacy in Lossy Single-Server Information RetrievalCode0
Conversational BrowsingCode0
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training—0
Knowledge-Enhanced Named Entity Disambiguation for Short Text—0
A Semi-Supervised BERT Approach for Arabic Named Entity Recognition—0
A Rule Based Lightweight Bengali Stemmer—0
Frugal neural reranking: evaluation on the Covid-19 literature—0
100,000 Podcasts: A Spoken English Document Corpus—0
Character Alignment in Morphologically Complex Translation Sets for Related Languages—0
Multichannel LSTM-CNN for Telugu Text Classification—0
Domino at FinCausal 2020, Task 1 and 2: Causal Extraction SystemCode0
Domain Transfer based Data Augmentation for Neural Query Translation—0
BCTH: A Novel Text Hashing Approach via Bayesian ClusteringCode0
Differentiable Top-k with Optimal Transport—0
Development of Hybrid Algorithm for Automatic Extraction of Multiword Expressions from Monolingual and Parallel Corpus of English and Punjabi—0
Automatic Evaluation vs. User Preference in Neural Textual QuestionAnswering over COVID-19 Scientific Literature—0
On a Chatbot Navigating a User through a Concept-Based Knowledge Model—0
Semantic search with domain-specific word-embedding and production monitoring in Fintech—0
Pandemic Literature Search: Finding Information on COVID-19—0
3218IR at SemEval-2020 Task 11: Conv1D and Word Embedding in Propaganda Span Identification at News Articles—0
MusicTM-Dataset for Joint Representation Learning among Sheet Music, Lyrics, and Musical Audio—0
Automatic Mathematical Information Retrieval to Perform Translations up to Computer Algebra Systems—0
A Novel Multimodal Music Genre Classifier using Hierarchical Attention and Convolutional Neural Network—0
Retrieving and ranking short medical questions with two stages neural matching model—0
A Survey on Recent Advances in Sequence Labeling from Deep Learning Models—0
Biomedical Named Entity Recognition at ScaleCode0
Knowledge Distillation for Singing Voice DetectionCode0
JNLP Team: Deep Learning for Legal Processing in COLIEE 2020Code0
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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