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

Showing 21512175 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
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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