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 2251–2300 of 4740 papers

TitleStatusHype
Pandemic Literature Search: Finding Information on COVID-19—0
A Semi-Supervised BERT Approach for Arabic Named Entity Recognition—0
A Rule Based Lightweight Bengali Stemmer—0
Multichannel LSTM-CNN for Telugu Text Classification—0
Development of Hybrid Algorithm for Automatic Extraction of Multiword Expressions from Monolingual and Parallel Corpus of English and Punjabi—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
100,000 Podcasts: A Spoken English Document Corpus—0
Domain Transfer based Data Augmentation for Neural Query Translation—0
Knowledge-Enhanced Named Entity Disambiguation for Short Text—0
BCTH: A Novel Text Hashing Approach via Bayesian ClusteringCode0
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
Differentiable Top-k with Optimal Transport—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
DebateSum: A large-scale argument mining and summarization datasetCode1
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
Extended Missing Data Imputation via GANs for Ranking Applications—0
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain SearchCode1
BioNerFlair: biomedical named entity recognition using flair embedding and sequence taggerCode0
Cross-Lingual Document Retrieval with Smooth LearningCode0
Crime event localization and deduplication—0
Information retrieval for animal disease surveillance: a pattern-based approach.—0
Towards Grounding of Formulae—0
Detecting Trending Terms in Cybersecurity Forum Discussions—0
Service-oriented Text-to-SQL Parsing—0
CLIRMatrix: A massively large collection of bilingual and multilingual datasets for Cross-Lingual Information Retrieval—0
Do ``Undocumented Workers'' == ``Illegal Aliens''? Differentiating Denotation and Connotation in Vector Spaces—0
Querying Across Genres for Medical Claims in News—0
Ad-hoc Document Retrieval using Weak-Supervision with BERT and GPT2—0
Incorporating Multimodal Information in Open-Domain Web Keyphrase Extraction—0
Cheap IR Evaluation: Fewer Topics, No Relevance Judgements, and Crowdsourced Assessments—0
CURE: Collection for Urdu Information Retrieval Evaluation and Ranking—0
Embedding Meta-Textual Information for Improved Learning to Rank—0
A Clarifying Question Selection System from NTES_ALONG in Convai3 Challenge—0
Exploiting Neural Query Translation into Cross Lingual Information Retrieval—0
Constraint Translation Candidates: A Bridge between Neural Query Translation and Cross-lingual Information Retrieval—0
Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies—0
Migratable AI: Personalizing Dialog Conversations with migration context—0
Should Graph Convolution Trust Neighbors? A Simple Causal Inference MethodCode1
S_Covid: An Engine to Explore COVID-19 Scientific Literature—0
CoRT: Complementary Rankings from TransformersCode1
PROP: Pre-training with Representative Words Prediction for Ad-hoc RetrievalCode0
Learning To Retrieve: How to Train a Dense Retrieval Model Effectively and EfficientlyCode1
Surprise: Result List Truncation via Extreme Value Theory—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