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 3501–3525 of 4740 papers

TitleStatusHype
Hybrid Question Answering over Knowledge Base and Free Text—0
Reading and Thinking: Re-read LSTM Unit for Textual Entailment Recognition—0
Ambient Search: A Document Retrieval System for Speech Streams—0
CSIRO Data61 at the WNUT Geo Shared Task—0
Book Reviews: Natural Language Processing for Social Media by Atefeh Farzindar and Diana Inkpen—0
Translation Using JAPIO Patent Corpora: JAPIO at WAT2016—0
Expanding wordnets to new languages with multilingual sense disambiguation—0
Learning to Weight Translations using Ordinal Linear Regression and Query-generated Training Data for Ad-hoc Retrieval with Long Queries—0
Book Reviews: Semantic Similarity from Natural Language and Ontology Analysis by S\'ebastien Harispe, Sylvie Ranwez, Stefan Janaqi, and Jacky Montmain—0
Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences—0
A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks—0
A Unified Architecture for Semantic Role Labeling and Relation Classification—0
Reddit Temporal N-gram Corpus and its Applications on Paraphrase and Semantic Similarity in Social Media using a Topic-based Latent Semantic Analysis—0
Hashtag Recommendation with Topical Attention-Based LSTM—0
A Neural Attention Model for Disfluency Detection—0
Community Detection on Evolving Graphs—0
Different Contexts Lead to Different Word Embeddings—0
Structured Aspect Extraction—0
Revisiting Taxonomy Induction over Wikipedia—0
Subdialectal Differences in Sorani Kurdish—0
Succinct Data Structures for NLP-at-Scale—0
Combination of Convolutional and Recurrent Neural Network for Sentiment Analysis of Short TextsCode0
Direct vs. indirect evaluation of distributional thesauri—0
Discovering Potential Terminological Relationships from Twitter's Timed Content—0
CogALex-V Shared Task: GHHH - Detecting Semantic Relations via Word 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