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 3201–3250 of 4740 papers

TitleStatusHype
International Speech Communication Association Distinguished Lecture: Principles and Design of a System for Academic Information Retrieval based on Human-Machine Dialogue—0
Arabic-English Text Translation Leveraging Hybrid NER—0
Diversifying Neural Conversation Model with Maximal Marginal Relevance—0
A Telecom-Domain Online Customer Service Assistant Based on Question Answering with Word Embedding and Intent Classification—0
Building Large Chinese Corpus for Spoken Dialogue Research in Specific Domains—0
Automatic Text Summarization Using Reinforcement Learning with Embedding Features—0
Encyclolink: A Cross-Encyclopedia,Cross-language Article-Linking System and Web-based Search Interface—0
Substring Frequency Features for Segmentation of Japanese Katakana Words with Unlabeled Corpora—0
An Ensemble Method with Sentiment Features and Clustering Support—0
Hyperspherical Query Likelihood Models with Word Embeddings—0
Recall is the Proper Evaluation Metric for Word Segmentation—0
Comparison of SMT and NMT trained with large Patent Corpora: Japio at WAT2017—0
Building a Better Bitext for Structurally Different Languages through Self-training—0
Vertex-Context Sampling for Weighted Network Embedding—0
Bibliometric-Enhanced Information Retrieval: 5th International BIR Workshop—0
A Hybrid Approach using Ontology Similarity and Fuzzy Logic for Semantic Question Answering—0
Content Based Document Recommender using Deep Learning—0
Build Fast and Accurate Lemmatization for Arabic—0
DeepRank: A New Deep Architecture for Relevance Ranking in Information RetrievalCode0
LD-SDS: Towards an Expressive Spoken Dialogue System based on Linked-Data—0
Visualiza \~ao de gloss\'ario em sistemas de recupera \~ao de informa \~ao (Glossary visualization in information retrieval systems)[In Portuguese]—0
Wheel of Life: an initial investigation. Topic-Related Polarity Visualization in Personal Stories—0
Volatility Prediction using Financial Disclosures Sentiments with Word Embedding-based IR Models—0
A Preliminary Study for Building an Arabic Corpus of Pair Questions-Texts from the Web: AQA-Webcorp—0
An enhanced method to compute the similarity between concepts of ontology—0
Analysis of Footnote Chasing and Citation Searching in an Academic Search Engine—0
Intelligent Topic Selection for Low-Cost Information Retrieval Evaluation: A New Perspective on Deep vs. Shallow Judging—0
Why PairDiff works? -- A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection—0
A Deep Generative Framework for Paraphrase GenerationCode1
T^2K^2: The Twitter Top-K Keywords Benchmark—0
Perspectives for Evaluating Conversational AI—0
Tight Semi-Nonnegative Matrix Factorization—0
A Tutorial on Deep Learning for Music Information RetrievalCode0
Dependencies: Formalising Semantic Catenae for Information Retrieval—0
AppTechMiner: Mining Applications and Techniques from Scientific Articles—0
Composition by Conversation—0
On-the-fly Historical Handwritten Text Annotation—0
Radial Line Fourier Descriptor for Historical Handwritten Text Representation—0
Understanding the Logical and Semantic Structure of Large Documents—0
Acquisition, Representation and Usage of Conceptual Hierarchies—0
Proceedings of the 1st Workshop on Natural Language Processing and Information Retrieval associated with RANLP 2017—0
Exploiting and Evaluating a Supervised, Multilanguage Keyphrase Extraction pipeline for under-resourced languages—0
An Extensible Multilingual Open Source Lemmatizer—0
A Calibration Method for Evaluation of Sentiment Analysis—0
Applying Deep Neural Network to Retrieve Relevant Civil Law Articles—0
Do Not Trust the Trolls: Predicting Credibility in Community Question Answering ForumsCode0
Graph-Based Approach to Recognizing CST Relations in Polish Texts—0
Building Multiword Expressions Bilingual Lexicons for Domain Adaptation of an Example-Based Machine Translation System—0
Proceedings of the 1st Workshop on Natural Language Processing and Information Retrieval associated with RANLP 2017—0
Deception Detection for the Russian Language: Lexical and Syntactic Parameters—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