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 1251–1275 of 4740 papers

TitleStatusHype
CLIP-AE: CLIP-assisted Cross-view Audio-Visual Enhancement for Unsupervised Temporal Action Localization—0
CLINIQA: A Machine Intelligence Based Clinical Question Answering System—0
ALIST: Associative Logic for Inference, Storage and Transfer. A Lingua Franca for Inference on the Web—0
Clinical Data-Driven Probabilistic Graph Processing—0
A Review on Pushing the Limits of Baseline Recommendation Systems with the integration of Opinion Mining & Information Retrieval Techniques—0
A Review of Automatic Drum Transcription—0
A Linguistic Study on Relevance Modeling in Information Retrieval—0
Adaptor Grammars for Learning Non-Concatenative Morphology—0
CLEAR -- Simple Corpus for Medical French—0
AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine—0
Classifying Gene Sentences in Biomedical Literature by Combining High-Precision Gene Identifiers—0
Classification on Sentence Embeddings for Legal Assistance—0
A Resource-light Approach to Phrase Extraction for English and German Documents from the Patent Domain and User Generated Content—0
Are Semantically Coherent Topic Models Useful for Ad Hoc Information Retrieval?—0
Adaptive Speech Understanding for Intuitive Model-based Spoken Dialogues—0
A Character-based Approach to Distributional Semantic Models: Exploiting Kanji Characters for Constructing JapaneseWord Vectors—0
Evaluation empirique de la sécurisation et de l'alignement de ChatGPT et Gemini: analyse comparative des vulnérabilités par expérimentations de jailbreaks—0
BioRAG: A RAG-LLM Framework for Biological Question Reasoning—0
Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation—0
A Reproducibility Study of Graph-Based Legal Case Retrieval—0
A Reproducibility and Generalizability Study of Large Language Models for Query Generation—0
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction—0
Are Neural Ranking Models Robust?—0
Citation Analysis with Neural Attention Models—0
CIST System for CL-SciSumm 2016 Shared Task—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