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 1551–1600 of 4740 papers

TitleStatusHype
COV19IR : COVID-19 Domain Literature Information RetrievalCode0
Explainable Information Retrieval: A Survey—0
Miko Team: Deep Learning Approach for Legal Question Answering in ALQAC 2022—0
Human in the loop approaches in multi-modal conversational task guidance system development—0
Multi-Vector Retrieval as Sparse Alignment—0
Chinese Movie Dialogue Question Answering Dataset—0
Building an Enhanced Autoregressive Document Retriever Leveraging Supervised Contrastive Learning—0
Analysis and Detection of Singing Techniques in Repertoires of J-POP Solo Singers—0
Information retrieval system using evolutionary algorithms—0
Zero-Shot Text Matching for Automated Auditing using Sentence Transformers—0
LyricJam Sonic: A Generative System for Real-Time Composition and Musical Improvisation—0
Disentangling Past-Future Modeling in Sequential Recommendation via Dual NetworksCode0
SciFact-Open: Towards open-domain scientific claim verificationCode1
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport—0
Online Information Retrieval Evaluation using the STELLA Framework—0
Deep domain adaptation for polyphonic melody extraction—0
Stance Detection and Open Research Avenues—0
Decoding a Neural Retriever's Latent Space for Query SuggestionCode0
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-RankingCode1
Whole Page Unbiased Learning to Rank—0
Revision Transformers: Instructing Language Models to Change their ValuesCode0
Making a MIRACL: Multilingual Information Retrieval Across a Continuum of LanguagesCode2
Towards Proactive Information Retrieval in Noisy Text with Wikipedia Concepts—0
Evaluating Search System Explainability with Psychometrics and Crowdsourcing—0
Active Learning from the WebCode1
TweetNERD -- End to End Entity Linking Benchmark for TweetsCode0
MTEB: Massive Text Embedding BenchmarkCode4
On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations—0
Query Expansion Using Contextual Clue Sampling with Language Models—0
Language Agnostic Multilingual Information Retrieval with Contrastive LearningCode0
Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension—0
Better Than Whitespace: Information Retrieval for Languages without Custom Tokenizers—0
Multilingual Representation Distillation with Contrastive Learning—0
Improving Visual-Semantic Embeddings by Learning Semantically-Enhanced Hard Negatives for Cross-modal Information RetrievalCode0
Contrastive Representation Learning for Conversational Question Answering over Knowledge GraphsCode0
Take a Fresh Look at Recommender Systems from an Evaluation Standpoint—0
Enhanced vectors for top-k document retrieval in Question Answering—0
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering—0
Decomposed Prompting: A Modular Approach for Solving Complex TasksCode1
Mitigating Data Shift of Biomedical Research Articles for Information Retrieval and Semantic Indexing—0
Keyword-based Natural Language Premise Selection for an Automatic Mathematical Statement Proving—0
Overview of the Third Workshop on Scholarly Document Processing—0
TextGraphs-16 Natural Language Premise Selection Task: Zero-Shot Premise Selection with Prompting Generative Language Models—0
Repo4QA: Answering Coding Questions via Dense Retrieval on GitHub RepositoriesCode0
MuSeCLIR: A Multiple Senses and Cross-lingual Information Retrieval DatasetCode0
QualiAssistant: Extracting Qualia Structures from Texts—0
Multi-stage Information Retrieval for Vietnamese Legal Texts—0
Mr. Right: Multimodal Retrieval on Representation of ImaGe witH TextCode1
The Chamber Ensemble Generator: Limitless High-Quality MIR Data via Generative ModelingCode1
Multilingual Search with Subword TF-IDFCode2
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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