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 2101–2125 of 4740 papers

TitleStatusHype
Cooperative Denoising for Distantly Supervised Relation Extraction—0
Coooolll: A Deep Learning System for Twitter Sentiment Classification—0
A Survey on Multi-Behavior Sequential Recommendation—0
Convolutional Neural Network: Text Classification Model for Open Domain Question Answering System—0
A Survey on (M)LLM-Based GUI Agents—0
An Adaptive Hybrid Active Learning Strategy with Free Ratings in Collaborative Filtering—0
A Dictionary-Based Approach for Evaluating Orthographic Methods in Cognates Identification—0
100,000 Podcasts: A Spoken English Document Corpus—0
Improving Bilingual Terminology Extraction from Comparable Corpora via Multiple Word-Space Models—0
Convolutional Interaction Network for Natural Language Inference—0
Convolutional Hashing for Automated Scene Matching—0
Convex and Scalable Weakly Labeled SVMs—0
A Survey on Knowledge-Oriented Retrieval-Augmented Generation—0
A Diachronic Corpus for Romanian (RoDia)—0
Improved Information Structure Analysis of Scientific Documents Through Discourse and Lexical Constraints—0
Conversation Initiation by Diverse News Contents Introduction—0
An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances—0
Conversational Search for Learning Technologies—0
Conversational Search -- A Report from Dagstuhl Seminar 19461—0
A Survey on Graph Neural Networks for Knowledge Graph Completion—0
A Comparative Study of Methods for Topic Modeling in Spoken Document Retrieval—0
Improve SMT Quality with Automatically Extracted Paraphrase Rules—0
Conversational Recommendation as Retrieval: A Simple, Strong Baseline—0
A Survey on Event-based News Narrative Extraction—0
A Survey on Efficient Processing of Similarity Queries over Neural Embeddings—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