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 1901–1925 of 4740 papers

TitleStatusHype
FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation—0
An Intent Taxonomy of Legal Case Retrieval—0
A Gradient Accumulation Method for Dense Retriever under Memory Constraint—0
Fixing Data That Hurts Performance: Cascading LLMs to Relabel Hard Negatives for Robust Information Retrieval—0
FJWU Participation for the WMT21 Biomedical Translation Task—0
FLASH: Federated Learning-Based LLMs for Advanced Query Processing in Social Networks through RAG—0
Dynamic Thresholding Mechanisms for IR-Based Filtering in Efficient Source Code Plagiarism Detection—0
FormGym: Doing Paperwork with Agents—0
Bf3R at SemEval-2018 Task 7: Evaluating Two Relation Extraction Tools for Finding Semantic Relations in Biomedical Abstracts—0
Fréchet Distance for Offline Evaluation of Information Retrieval Systems with Sparse Labels—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
Beyond Words: Deep Learning for Multiword Expressions and Collocations—0
Fretting-Transformer: Encoder-Decoder Model for MIDI to Tablature Transcription—0
An Intelligent Recommendation-cum-Reminder System—0
Dynamic Model for Query-Document Expansion towards Improving Retrieval Relevance—0
From Audio to Symbolic Encoding—0
From Bytes to Biases: Investigating the Cultural Self-Perception of Large Language Models—0
Dynamic Information Retrieval: Theoretical Framework and Application—0
Beyond Precision: A Study on Recall of Initial Retrieval with Neural Representations—0
An Integrated Search Framework for Leveraging the Knowledge-Based Web Ecosystem—0
A Gold Standard for CLIR evaluation in the Organic Agriculture Domain—0
From Intervention to Domain Transportation: A Novel Perspective to Optimize Recommendation—0
From Keywords to Structured Summaries: Streamlining Scholarly Information Access—0
A contrastive review of paraphrase acquisition techniques—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