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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3151–3175 of 4740 papers

TitleStatusHype
Learning to Temporally Order Medical Events in Clinical Text—0
Learning to Translate: A Query-Specific Combination Approach for Cross-Lingual Information Retrieval—0
Learning to Truncate Ranked Lists for Information Retrieval—0
Learning to Weight Translations using Ordinal Linear Regression and Query-generated Training Data for Ad-hoc Retrieval with Long Queries—0
Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval—0
Learning What to Share: Leaky Multi-Task Network for Text Classification—0
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA—0
Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations—0
Lecture Notes on Neural Information Retrieval—0
Legal Document Retrieval using Document Vector Embeddings and Deep Learning—0
Legal Question Answering using Ranking SVM and Deep Convolutional Neural Network—0
LegalRAG: A Hybrid RAG System for Multilingual Legal Information Retrieval—0
Leipzig Corpus Miner - A Text Mining Infrastructure for Qualitative Data Analysis—0
Lemmatisation as a Tagging Task—0
Lemmatising Serbian as Category Tagging with Bidirectional Sequence Classification—0
Le Petit Prince in UNL—0
Less is Less: When Are Snippets Insufficient for Human vs Machine Relevance Estimation?—0
Lessons from Contextual Bandit Learning in a Customer Support Bot—0
Lessons Learned on Information Retrieval in Electronic Health Records: A Comparison of Embedding Models and Pooling Strategies—0
Let Sense Bags Do Talking: Cross Lingual Word Semantic Similarity for English and Hindi—0
Let's measure run time! Extending the IR replicability infrastructure to include performance aspects—0
Leveraging a Bilingual Dictionary to Learn Wolastoqey Word Representations—0
Leveraging Advantages of Interactive and Non-Interactive Models for Vector-Based Cross-Lingual Information Retrieval—0
Leveraging Annotators' Gaze Behaviour for Coreference Resolution—0
Leveraging Chemistry Foundation Models to Facilitate Structure Focused Retrieval Augmented Generation in Multi-Agent Workflows for Catalyst and Materials Design—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