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 451–500 of 4740 papers

TitleStatusHype
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QACode1
Text Segmentation by Cross Segment AttentionCode1
Progressively Pretrained Dense Corpus Index for Open-Domain Question AnsweringCode1
A Deep Recurrent Survival Model for Unbiased RankingCode1
Conversational Question Answering over Passages by Leveraging Word Proximity NetworksCode1
SE-KGE: A Location-Aware Knowledge Graph Embedding Model for Geographic Question Answering and Spatial Semantic LiftingCode1
Boilerplate Removal using a Neural Sequence Labeling ModelCode1
CORD-19: The COVID-19 Open Research DatasetCode1
Transformer Reasoning Network for Image-Text Matching and RetrievalCode1
GFTE: Graph-based Financial Table ExtractionCode1
Quantifying Musical Style: Ranking Symbolic Music based on Similarity to a StyleCode1
Optimizing Revenue while showing Relevant Assortments at ScaleCode1
Discovering Mathematical Objects of Interest -- A Study of Mathematical NotationsCode1
Selective Weak Supervision for Neural Information RetrievalCode1
Image-based table recognition: data, model, and evaluationCode1
Contextualized Sparse Representations for Real-Time Open-Domain Question AnsweringCode1
Learning a Representation for Cover Song Identification Using Convolutional Neural NetworkCode1
CodeSearchNet Challenge: Evaluating the State of Semantic Code SearchCode1
Revealing the Importance of Semantic Retrieval for Machine Reading at ScaleCode1
Overview of the MEDIQA 2019 Shared Task on Textual Inference, Question Entailment and Question AnsweringCode1
High Dimensional Similarity Search with Satellite System Graph: Efficiency, Scalability, and Unindexed Query CompatibilityCode1
Latent Retrieval for Weakly Supervised Open Domain Question AnsweringCode1
Learning Nonsymmetric Determinantal Point ProcessesCode1
Bidirectional Attentive Memory Networks for Question Answering over Knowledge BasesCode1
Music Artist Classification with Convolutional Recurrent Neural NetworksCode1
The Music Streaming Sessions DatasetCode1
HPI-DHC at TREC 2018 Precision Medicine TrackCode1
Spectrogram-channels u-net: a source separation model viewing each channel as the spectrogram of each sourceCode1
Parallel Corpora for the Biomedical DomainCode1
CREPE: A Convolutional Representation for Pitch EstimationCode1
RDF2Vec: RDF Graph Embeddings and Their ApplicationsCode1
A Deep Generative Framework for Paraphrase GenerationCode1
Optical Music Recognition with Convolutional Sequence-to-Sequence ModelsCode1
Modeling Relational Data with Graph Convolutional NetworksCode1
ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in ScalaCode1
Deep metric learning using Triplet networkCode1
Overview of the TalentCLEF 2025: Skill and Job Title Intelligence for Human Capital Management—0
From Chaos to Automation: Enabling the Use of Unstructured Data for Robotic Process Automation—0
Temporal Information Retrieval via Time-Specifier Model MergingCode0
Efficiency-Effectiveness Reranking FLOPs for LLM-based RerankersCode0
An analysis of vision-language models for fabric retrieval—0
Graph Collaborative Attention Network for Link Prediction in Knowledge GraphsCode0
JointRank: Rank Large Set with Single PassCode0
Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval—0
A Hierarchical Deep Learning Approach for Minority Instrument DetectionCode0
Multimodal Information Retrieval for Open World with Edit Distance Weak Supervision—0
Inference Scaled GraphRAG: Improving Multi Hop Question Answering on Knowledge Graphs—0
Semantic similarity estimation for domain specific data using BERT and other techniques—0
Universal Music Representations? Evaluating Foundation Models on World Music CorporaCode0
Empowering Graph-based Approximate Nearest Neighbor Search with Adaptive Awareness Capabilities—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