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 2901–2950 of 4740 papers

TitleStatusHype
SemEval-2016 Task 14: Semantic Taxonomy Enrichment—0
SemEval-2016 Task 6: Detecting Stance in Tweets—0
SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity—0
SemEval 2018 Task 2: Multilingual Emoji Prediction—0
Semi-automatic Parsing for Web Knowledge Extraction through Semantic Annotation—0
Semi-supervised and unsupervised categorization of posts in Web discussion forums using part-of-speech information and minimal features—0
Semi-supervised and Unsupervised Methods for Categorizing Posts in Web Discussion Forums—0
Semi-supervised Classification of Twitter Messages for Organization Name Disambiguation—0
Semi-supervised Graph-based Genre Classification for Web Pages—0
Semi-supervised methods for expanding psycholinguistics norms by integrating distributional similarity with the structure of WordNet—0
SemR-11: A Multi-Lingual Gold-Standard for Semantic Similarity and Relatedness for Eleven Languages—0
Sense and Similarity: A Study of Sense-level Similarity Measures—0
Sentence Alignment using Unfolding Recursive Autoencoders—0
Sentence Boundary Detection for Social Media Text—0
Sentence Level Temporality Detection using an Implicit Time-sensed Resource—0
Sentence Rephrasing for Parsing Sentences with OOV Words—0
SenTest: Evaluating Robustness of Sentence Encoders—0
Sentiment Analysis of Dravidian Code Mixed Data—0
Seq2Slate: Re-ranking and Slate Optimization with RNNs—0
Sequence Mining and Pattern Analysis in Drilling Reports with Deep Natural Language Processing—0
Sequence to Sequence Learning for Query Expansion—0
Service-oriented Text-to-SQL Parsing—0
SESA: Supervised Explicit Semantic Analysis—0
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings—0
SHAKKIL: An Automatic Diacritization System for Modern Standard Arabic Texts—0
Shape DNA: Basic Generating Functions for Geometric Moment Invariants—0
Shared DIFF Transformer—0
Share your Model instead of your Data: Privacy Preserving Mimic Learning for Ranking—0
SHELLFBK: An Information Retrieval-based System For Multi-Domain Sentiment Analysis—0
Shortest-Path Graph Kernels for Document Similarity—0
Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard—0
SimCompass: Using Deep Learning Word Embeddings to Assess Cross-level Similarity—0
Similarity Metrics for Clustering PubMed Abstracts for Evidence Based Medicine—0
Similarity Ranking as Attribute for Machine Learning Approach to Authorship Identification—0
Simple Compound Splitting for German—0
Simple Domain Adaptation for Sparse Retrievers—0
Simple Effective Microblog Named Entity Recognition: Arabic as an Example—0
Simple Neologism Based Domain Independent Models to Predict Year of Authorship—0
Simple to Complex Cross-modal Learning to Rank—0
Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering—0
Simple Yet Effective Neural Ranking and Reranking Baselines for Cross-Lingual Information Retrieval—0
Simplifying complex machine learning by linearly separable network embedding spaces—0
CodeMatcher: Searching Code Based on Sequential Semantics of Important Query Words—0
Single-Server Pliable Private Information Retrieval with Identifiable Side Information—0
Single-Server Private Information Retrieval with Side Information Under Arbitrary Popularity Profiles—0
Single-Server Private Linear Transformation: The Joint Privacy Case—0
SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification—0
SIR-NERD: A Chinese Named Entity Recognition and Disambiguation System using a Two-Stage Method—0
Situation-Based Multiparticipant Chat Summarization: a Concept, an Exploration-Annotation Tool and an Example Collection—0
SKG: A Versatile Information Retrieval and Analysis Framework for Academic Papers with Semantic Knowledge Graphs—0
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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