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 1301–1325 of 4740 papers

TitleStatusHype
The Effect of Masking Strategies on Knowledge Retention by Language ModelsCode0
GuP: Fast Subgraph Matching by Guard-based PruningCode1
RETA-LLM: A Retrieval-Augmented Large Language Model ToolkitCode2
SKG: A Versatile Information Retrieval and Analysis Framework for Academic Papers with Semantic Knowledge Graphs—0
SANGEET: A XML based Open Dataset for Research in Hindustani SangeetCode0
Revisiting Neural Retrieval on AcceleratorsCode1
Computational Technologies for Fashion Recommendation: A Survey—0
Query Encoder Distillation via Embedding Alignment is a Strong Baseline Method to Boost Dense Retriever Online EfficiencyCode1
Gen-IR @ SIGIR 2023: The First Workshop on Generative Information Retrieval—0
PokemonChat: Auditing ChatGPT for Pokémon Universe Knowledge—0
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives—0
A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers—0
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data ExplorationCode1
JEPOO: Highly Accurate Joint Estimation of Pitch, Onset and Offset for Music Information Retrieval—0
Chatting Makes Perfect: Chat-based Image RetrievalCode1
UKP-SQuARE: An Interactive Tool for Teaching Question AnsweringCode1
BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language—0
A template-independent approach for information extraction in real estate documentsCode0
The Information Retrieval Experiment PlatformCode1
TReR: A Lightweight Transformer Re-Ranking Approach for 3D LiDAR Place Recognition—0
HyperFormer: Learning Expressive Sparse Feature Representations via Hypergraph Transformer—0
Exploring the Practicality of Generative Retrieval on Dynamic Corpora—0
AlignScore: Evaluating Factual Consistency with a Unified Alignment FunctionCode4
FARA: Future-aware Ranking Algorithm for Fairness OptimizationCode0
People and Places of Historical Europe: Bootstrapping Annotation Pipeline and a New Corpus of Named Entities in Late Medieval Texts—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