SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1776–1800 of 4740 papers

TitleStatusHype
Online Information Retrieval Evaluation using the STELLA Framework—0
Stance Detection and Open Research Avenues—0
Deep domain adaptation for polyphonic melody extraction—0
Decoding a Neural Retriever's Latent Space for Query SuggestionCode0
Revision Transformers: Instructing Language Models to Change their ValuesCode0
Whole Page Unbiased Learning to Rank—0
Towards Proactive Information Retrieval in Noisy Text with Wikipedia Concepts—0
Evaluating Search System Explainability with Psychometrics and Crowdsourcing—0
TweetNERD -- End to End Entity Linking Benchmark for TweetsCode0
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
Improving Visual-Semantic Embeddings by Learning Semantically-Enhanced Hard Negatives for Cross-modal Information RetrievalCode0
Multilingual Representation Distillation with Contrastive Learning—0
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
MuSeCLIR: A Multiple Senses and Cross-lingual Information Retrieval DatasetCode0
TextGraphs-16 Natural Language Premise Selection Task: Zero-Shot Premise Selection with Prompting Generative Language Models—0
QualiAssistant: Extracting Qualia Structures from Texts—0
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
Show:102550
← PrevPage 72 of 190Next →
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