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 1576–1600 of 4740 papers

TitleStatusHype
TweetNERD -- End to End Entity Linking Benchmark for TweetsCode0
MTEB: Massive Text Embedding BenchmarkCode4
On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations—0
Query Expansion Using Contextual Clue Sampling with Language Models—0
Language Agnostic Multilingual Information Retrieval with Contrastive LearningCode0
Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension—0
Better Than Whitespace: Information Retrieval for Languages without Custom Tokenizers—0
Multilingual Representation Distillation with Contrastive Learning—0
Improving Visual-Semantic Embeddings by Learning Semantically-Enhanced Hard Negatives for Cross-modal Information RetrievalCode0
Contrastive Representation Learning for Conversational Question Answering over Knowledge GraphsCode0
Take a Fresh Look at Recommender Systems from an Evaluation Standpoint—0
Enhanced vectors for top-k document retrieval in Question Answering—0
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering—0
Decomposed Prompting: A Modular Approach for Solving Complex TasksCode1
Mitigating Data Shift of Biomedical Research Articles for Information Retrieval and Semantic Indexing—0
Keyword-based Natural Language Premise Selection for an Automatic Mathematical Statement Proving—0
Overview of the Third Workshop on Scholarly Document Processing—0
TextGraphs-16 Natural Language Premise Selection Task: Zero-Shot Premise Selection with Prompting Generative Language Models—0
Repo4QA: Answering Coding Questions via Dense Retrieval on GitHub RepositoriesCode0
MuSeCLIR: A Multiple Senses and Cross-lingual Information Retrieval DatasetCode0
QualiAssistant: Extracting Qualia Structures from Texts—0
Multi-stage Information Retrieval for Vietnamese Legal Texts—0
Mr. Right: Multimodal Retrieval on Representation of ImaGe witH TextCode1
The Chamber Ensemble Generator: Limitless High-Quality MIR Data via Generative ModelingCode1
Multilingual Search with Subword TF-IDFCode2
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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