SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

Showing 21512200 of 4740 papers

TitleStatusHype
Bacteria Biotope Detection, Ontology-based Normalization, and Relation Extraction using Syntactic Rules0
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses0
A Fresh Take on Stale Embeddings: Improving Dense Retriever Training with Corrector Networks0
A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers0
Abstractive Summarization of Spoken and Written Conversations Based on Phrasal Queries0
Pseudo-Knowledge Graph: Meta-Path Guided Retrieval and In-Graph Text for RAG-Equipped LLM0
SAKR: Enhancing Retrieval-Augmented Generation via Streaming Algorithm and K-Means Clustering0
Discovering seminal works with marker papers0
Discovering Potential Terminological Relationships from Twitter's Timed Content0
Back up your Stance: Recognizing Arguments in Online Discussions0
Discovering Latent Information By Spreading Activation Algorithm For Document Retrieval0
Discovering Biases in Information Retrieval Models Using Relevance Thesaurus as Global Explanation0
DisCover: Disentangled Music Representation Learning for Cover Song Identification0
Back to Prior Knowledge: Joint Event Causality Extraction via Convolutional Semantic Infusion0
A neural document language modeling framework for spoken document retrieval0
A French Corpus for Semantic Similarity0
Direct vs. indirect evaluation of distributional thesauri0
dIR -- Discrete Information Retrieval: Conversational Search over Unstructured (and Structured) Data with Large Language Models0
Backretrieval: An Image-Pivoted Evaluation Metric for Cross-Lingual Text Representations Without Parallel Corpora0
DIRA: Dialectal Arabic Information Retrieval Assistant0
Backdoored Retrievers for Prompt Injection Attacks on Retrieval Augmented Generation of Large Language Models0
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval0
DINT Transformer0
Dimension Projection among Languages based on Pseudo-relevant Documents for Query Translation0
Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds0
AyutthayaAlpha: A Thai-Latin Script Transliteration Transformer0
A Neural Attention Model for Disfluency Detection0
A Free Format Legal Question Answering System0
Differential Privacy with Random Projections and Sign Random Projections0
A White Box Analysis of ColBERT0
Differentiable Top-k with Optimal Transport0
Differentiable Top-k with Optimal Transport0
A Web-based Geo-resolution Annotation and Evaluation Tool0
A Nepali Rule Based Stemmer and its performance on different NLP applications0
Differentiable Top-k Operator with Optimal Transport0
Differentiable SAR Renderer and SAR Target Reconstruction0
A Vietnamese information retrieval system for product-price0
Different Contexts Lead to Different Word Embeddings0
A Versatile Influence Function for Data Attribution with Non-Decomposable Loss0
An Entity-Topic Model for Entity Linking0
A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets0
Development of Marathi Part of Speech Tagger Using Statistical Approach0
Development of Hybrid Algorithm for Automatic Extraction of Multiword Expressions from Monolingual and Parallel Corpus of English and Punjabi0
Development of a Web-Scale Chinese Word N-gram Corpus with Parts of Speech Information0
Development of a Thermodynamics of Human Cognition and Human Culture0
Autonomous robots and the SP theory of intelligence0
An Ensemble Method with Sentiment Features and Clustering Support0
Development of An Android Application for Object Detection Based on Color, Shape, or Local Features0
Developing Parallel Sense-tagged Corpora with Wordnets0
Developing ML-based Systems to Extract Medical Information from Japanese Medical History Summaries0
Show:102550
← PrevPage 44 of 95Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63Unverified
3BM25Recall@10051.33Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58Unverified
2ConAE-256Time (ms)0.33Unverified
3ConAE-128Time (ms)0.32Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16Unverified
2TSDAEmAP@1000.15Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56Unverified
2hpictallinfNDCG0.55Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25Unverified