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 3576–3600 of 4740 papers

TitleStatusHype
PubTermVariants: biomedical term variants and their use for PubMed search—0
Efficient construction of metadata-enhanced web corpora—0
Towards Generalizable Sentence Embeddings—0
Leveraging Annotators' Gaze Behaviour for Coreference Resolution—0
Why ``Blow Out''? A Structural Analysis of the Movie Dialog Dataset—0
Creating a Novel Geolocation Corpus from Historical Texts—0
Accounting ngrams and multi-word terms can improve topic models—0
Mining linguistic tone patterns with symbolic representation—0
Substring-based unsupervised transliteration with phonetic and contextual knowledge—0
Cross-Lingual Named Entity Recognition via Wikification—0
Detecting Stance in Tweets And Analyzing its Interaction with Sentiment—0
Identifying Temporal Orientation of Word Senses—0
Unsupervised Text Segmentation Using Semantic Relatedness GraphsCode0
Orthogonality regularizer for question answering—0
A Compositional-Distributional Semantic Model for Searching Complex Entity Categories—0
You and me... in a vector space: modelling individual speakers with distributional semantics—0
Tables as Semi-structured Knowledge for Question Answering—0
GoWvis: A Web Application for Graph-of-Words-based Text Visualization and Summarization—0
From Extractive to Abstractive Summarization: A Journey—0
Cross-Lingual Word Representations via Spectral Graph EmbeddingsCode0
Cross-Lingual Image Caption Generation—0
Building a Corpus for Japanese Wikification with Fine-Grained Entity Classes—0
MeTA: A Unified Toolkit for Text Retrieval and AnalysisCode0
CSE: Conceptual Sentence Embeddings based on Attention Model—0
Terminology Extraction with Term Variant Detection—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