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 2451–2500 of 4740 papers

TitleStatusHype
TREC-COVID: Constructing a Pandemic Information Retrieval Test Collection—0
Modeling Document Interactions for Learning to Rank with Regularized Self-Attention—0
Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting—0
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering ModelsCode1
Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization—0
CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information ManagementCode1
Understanding Scanned Receipts—0
Hierarchical Knowledge Graphs: A Novel Information Representation for Exploratory Search Tasks—0
DoQA -- Accessing Domain-Specific FAQs via Conversational QA—0
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QACode1
Inductive and Unsupervised Representation Learning on Graph Structured Objects—0
Cross-Lingual Keyword Search for Sign Language—0
AIA-BDE: A Corpus of FAQs in Portuguese and their Variations—0
The Ontology of Bulgarian Dialects -- Architecture and Information Retrieval—0
A French Corpus for Semantic Similarity—0
Predicting Item Survival for Multiple Choice Questions in a High-Stakes Medical Exam—0
MathAlign: Linking Formula Identifiers to their Contextual Natural Language Descriptions—0
A Comparison of Explicit and Implicit Proactive Dialogue Strategies for Conversational Recommendation—0
From Linguistic Resources to Ontology-Aware Terminologies: Minding the Representation Gap—0
Abstractive Text Summarization for Sanskrit Prose: A Study of Methods and Approaches—0
Exploiting Citation Knowledge in Personalised Recommendation of Recent Scientific Publications—0
Alignment Annotation for Clinic Visit Dialogue to Clinical Note Sentence Language Generation—0
Intent Recognition in Doctor-Patient Interviews—0
NoEl: An Annotated Corpus for Noun Ellipsis in English—0
Database Search vs. Information Retrieval: A Novel Method for Studying Natural Language Querying of Semi-Structured Data—0
Detection and Annotation of Events in Kannada—0
What Set of Documents to Present to an Analyst?—0
Two LRL \& Distractor Corpora from Web Information Retrieval and a Small Case Study in Language Identification without Training Corpora—0
MATERIALizing Cross-Language Information Retrieval: A Snapshot—0
An Investigative Study of Multi-Modal Cross-Lingual Retrieval—0
``A Passage to India'': Pre-trained Word Embeddings for Indian Languages—0
The Effect of Linguistic Parameters in CLIR Performance—0
The 2019 BBN Cross-lingual Information Retrieval System—0
Subtitles to Segmentation: Improving Low-Resource Speech-to-TextTranslation Pipelines—0
SEARCHER: Shared Embedding Architecture for Effective Retrieval—0
cEnTam: Creation and Validation of a New English-Tamil Bilingual Corpus—0
Reformulating Information Retrieval from Speech and Text as a Detection Problem—0
Corpora for Cross-Language Information Retrieval in Six Less-Resourced Languages—0
Do Neural Ranking Models Intensify Gender Bias?Code0
On the Merging of Domain-Specific Heterogeneous Ontologies using Wordnet and Web Pattern-based Queries—0
Text Segmentation by Cross Segment AttentionCode1
A Deep Recurrent Survival Model for Unbiased RankingCode1
Progressively Pretrained Dense Corpus Index for Open-Domain Question AnsweringCode1
Vertex Nomination in Richly Attributed Networks—0
Complementing Lexical Retrieval with Semantic Residual Embedding—0
Provably-secure symmetric private information retrieval with quantum cryptography—0
Modularized Transfomer-based Ranking Framework—0
On the Reliability of Test Collections for Evaluating Systems of Different Types—0
Entity Type Prediction in Knowledge Graphs using Embeddings—0
Facial Electromyography-based Adaptive Virtual Reality Gaming for Cognitive Training—0
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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