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
EXPR at SemEval-2018 Task 9: A Combined Approach for Hypernym Discovery—0
A Multimodal Translation-Based Approach for Knowledge Graph Representation Learning—0
ITNLP-ARC at SemEval-2018 Task 12: Argument Reasoning Comprehension with Attention—0
MITRE at SemEval-2018 Task 11: Commonsense Reasoning without Commonsense Knowledge—0
DUTH at SemEval-2018 Task 2: Emoji Prediction in Tweets—0
Bf3R at SemEval-2018 Task 7: Evaluating Two Relation Extraction Tools for Finding Semantic Relations in Biomedical Abstracts—0
NLP\_HZ at SemEval-2018 Task 9: a Nearest Neighbor Approach—0
\#TeamINF at SemEval-2018 Task 2: Emoji Prediction in Tweets—0
Variable Typing: Assigning Meaning to Variables in Mathematical Text—0
Cross-language Article Linking Using Cross-Encyclopedia Entity Embedding—0
Cross-Lingual Learning-to-Rank with Shared Representations—0
A Generalized Knowledge Hunting Framework for the Winograd Schema Challenge—0
Generating Image Captions in Arabic using Root-Word Based Recurrent Neural Networks and Deep Neural Networks—0
ArgumenText: Searching for Arguments in Heterogeneous Sources—0
Encoding Conversation Context for Neural Keyphrase Extraction from Microblog Posts—0
SemEval 2018 Task 2: Multilingual Emoji Prediction—0
Tempo-Lexical Context Driven Word Embedding for Cross-Session Search Task Extraction—0
Mining Evidences for Concept Stock Recommendation—0
Learning Sentence Representations over Tree Structures for Target-Dependent Classification—0
A Laypeople Study on Terminology Identification across Domains and Task Definitions—0
Provable Fast Greedy Compressive Summarization with Any Monotone Submodular Function—0
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines—0
Where Have I Heard This Story Before? Identifying Narrative Similarity in Movie Remakes—0
Tree Structured Dirichlet Processes for Hierarchical Morphological SegmentationCode0
Domain-Sensitive Temporal Tagging By Jannik Str\"otgen, Michael Gertz—0
A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset—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
CLINIQA: A Machine Intelligence Based Clinical Question Answering System—0
Semantic Cluster Unary Loss for Efficient Deep HashingCode0
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
DEFT2018 : recherche d'information et analyse de sentiments dans des tweets concernant les transports en \^Ile de France (DEFT2018 : Information Retrieval and Sentiment Analysis in Tweets about Public Transportation in \^Ile de France Region )—0
SemR-11: A Multi-Lingual Gold-Standard for Semantic Similarity and Relatedness for Eleven Languages—0
Semantic Equivalence Detection: Are Interrogatives Harder than Declaratives?—0
Profiling Medical Journal Articles Using a Gene Ontology Semantic TaggerCode0
Pronunciation Dictionaries for the Alsatian Dialects to Analyze Spelling and Phonetic Variation—0
Scalable Visualisation of Sentiment and Stance—0
Graph Based Semi-Supervised Learning Approach for Tamil POS tagging—0
MMQA: A Multi-domain Multi-lingual Question-Answering Framework for English and Hindi—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