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 1876–1900 of 4740 papers

TitleStatusHype
Fidelity-Weighted Learning—0
Filling Knowledge Base Gaps for Distant Supervision of Relation Extraction—0
Filtering Aggression from the Multilingual Social Media Feed—0
Early Stage Sparse Retrieval with Entity Linking—0
Modularized Transfomer-based Ranking Framework—0
An Intent Taxonomy of Legal Case Retrieval—0
Finding Academic Experts on a MultiSensor Approach using Shannon's Entropy—0
Finding Good Enough: A Task-Based Evaluation of Query Biased Summarization for Cross-Language Information Retrieval—0
Finding More Bilingual Webpages with High Credibility via Link Analysis—0
A Gradient Accumulation Method for Dense Retriever under Memory Constraint—0
Finding Negative Symptoms of Schizophrenia in Patient Records—0
Dynamic Thresholding Mechanisms for IR-Based Filtering in Efficient Source Code Plagiarism Detection—0
Finding Salient Dates for Building Thematic Timelines—0
Findings of the 2014 Workshop on Statistical Machine Translation—0
Bf3R at SemEval-2018 Task 7: Evaluating Two Relation Extraction Tools for Finding Semantic Relations in Biomedical Abstracts—0
Dynamics of Adversarial Attacks on Large Language Model-Based Search Engines—0
DynamicRetriever: A Pre-training Model-based IR System with Neither Sparse nor Dense Index—0
Finding What Matters in Questions—0
Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition—0
Fine-grained Semantic Textual Similarity for Serbian—0
Fine-Grained Sentence Functions for Short-Text Conversation—0
Beyond Words: Deep Learning for Multiword Expressions and Collocations—0
An Intelligent Recommendation-cum-Reminder System—0
Fine-Tuning or Fine-Failing? Debunking Performance Myths in Large Language Models—0
Dynamic Model for Query-Document Expansion towards Improving Retrieval Relevance—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