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 3051–3100 of 4740 papers

TitleStatusHype
Unsupervised Learning for Surgical Motion by Learning to Predict the Future—0
JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual FeaturesCode0
Revisiting Singing Voice Detection: a Quantitative Review and the Future OutlookCode0
LIS at SemEval-2018 Task 2: Mixing Word Embeddings and Bag of Features for Multilingual Emoji Prediction—0
Generating Image Captions in Arabic using Root-Word Based Recurrent Neural Networks and Deep Neural Networks—0
Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models—0
ArgumenText: Searching for Arguments in Heterogeneous Sources—0
Fast Query Expansion on an Accounting Corpus using Sub-Word Embeddings—0
Tempo-Lexical Context Driven Word Embedding for Cross-Session Search Task Extraction—0
\#TeamINF at SemEval-2018 Task 2: Emoji Prediction in Tweets—0
EXPR at SemEval-2018 Task 9: A Combined Approach for Hypernym Discovery—0
Mining Evidences for Concept Stock Recommendation—0
A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset—0
MITRE at SemEval-2018 Task 11: Commonsense Reasoning without Commonsense Knowledge—0
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines—0
Tree Structured Dirichlet Processes for Hierarchical Morphological SegmentationCode0
Automatic Distractor Suggestion for Multiple-Choice Tests Using Concept Embeddings and Information Retrieval—0
A Multimodal Translation-Based Approach for Knowledge Graph Representation Learning—0
Learning Sentence Representations over Tree Structures for Target-Dependent Classification—0
SemEval 2018 Task 2: Multilingual Emoji Prediction—0
Bf3R at SemEval-2018 Task 7: Evaluating Two Relation Extraction Tools for Finding Semantic Relations in Biomedical Abstracts—0
A Laypeople Study on Terminology Identification across Domains and Task Definitions—0
Encoding Conversation Context for Neural Keyphrase Extraction from Microblog Posts—0
EICA Team at SemEval-2018 Task 2: Semantic and Metadata-based Features for Multilingual Emoji Prediction—0
A Generalized Knowledge Hunting Framework for the Winograd Schema Challenge—0
NLP\_HZ at SemEval-2018 Task 9: a Nearest Neighbor Approach—0
DUTH at SemEval-2018 Task 2: Emoji Prediction in Tweets—0
Domain-Sensitive Temporal Tagging By Jannik Str\"otgen, Michael Gertz—0
Variable Typing: Assigning Meaning to Variables in Mathematical Text—0
Provable Fast Greedy Compressive Summarization with Any Monotone Submodular Function—0
Where Have I Heard This Story Before? Identifying Narrative Similarity in Movie Remakes—0
ITNLP-ARC at SemEval-2018 Task 12: Argument Reasoning Comprehension with Attention—0
Cross-language Article Linking Using Cross-Encyclopedia Entity Embedding—0
Cross-Lingual Learning-to-Rank with Shared Representations—0
Legal Document Retrieval using Document Vector Embeddings and Deep Learning—0
Deep Watershed Detector for Music Object Recognition—0
An experimental comparison of label selection methods for hierarchical document clusters—0
A logical representation of Arabic questions toward automatic passage extraction from the Web—0
Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media SearchCode0
Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information RetrievalCode0
Exploring the context of visual information seeking—0
Semantic Cluster Unary Loss for Efficient Deep HashingCode0
CLINIQA: A Machine Intelligence Based Clinical Question Answering System—0
NASH: Toward End-to-End Neural Architecture for Generative Semantic HashingCode0
Cross-lingual Document Retrieval using Regularized Wasserstein DistanceCode0
TutorialBank: A Manually-Collected Corpus for Prerequisite Chains, Survey Extraction and Resource Recommendation—0
WikiPassageQA: A Benchmark Collection for Research on Non-factoid Answer Passage Retrieval—0
Unsupervised learning for concept detection in medical images: a comparative analysis—0
SynTF: Synthetic and Differentially Private Term Frequency Vectors for Privacy-Preserving Text Mining—0
Unsupervised Cross-Lingual Information Retrieval using Monolingual Data OnlyCode0
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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