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
Cross-language Article Linking Using Cross-Encyclopedia Entity Embedding—0
ARTEMIS-DA: An Advanced Reasoning and Transformation Engine for Multi-Step Insight Synthesis in Data Analytics—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
GeSERA: General-domain Summary Evaluation by Relevance Analysis—0
FormGym: Doing Paperwork with Agents—0
Foundation Models and Information Retrieval in Digital Pathology—0
Fréchet Distance for Offline Evaluation of Information Retrieval Systems with Sparse Labels—0
GLEAKE: Global and Local Embedding Automatic Keyphrase Extraction—0
Cross-Format Retrieval-Augmented Generation in XR with LLMs for Context-Aware Maintenance Assistance—0
FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents—0
Fretting-Transformer: Encoder-Decoder Model for MIDI to Tablature Transcription—0
FRIDA to the Rescue! Analyzing Synthetic Data Effectiveness in Object-Based Common Sense Reasoning for Disaster Response—0
A Reproducibility Study of Graph-Based Legal Case Retrieval—0
From Audio to Symbolic Encoding—0
From Bytes to Biases: Investigating the Cultural Self-Perception of Large Language Models—0
Cross-Encoder Rediscovers a Semantic Variant of BM25—0
Take a Fresh Look at Recommender Systems from an Evaluation Standpoint—0
Cross-Domain Co-Extraction of Sentiment and Topic Lexicons—0
From Extractive to Abstractive Summarization: A Journey—0
From Intervention to Domain Transportation: A Novel Perspective to Optimize Recommendation—0
From Keywords to Structured Summaries: Streamlining Scholarly Information Access—0
A Topological Method for Comparing Document Semantics—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