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 1501–1525 of 4740 papers

TitleStatusHype
Reranking Passages with Coarse-to-Fine Neural Retriever Enhanced by List-Context Information—0
Evaluating Temporal Persistence Using Replicability Measures—0
Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset—0
Offline Pseudo Relevance Feedback for Efficient and Effective Single-pass Dense RetrievalCode0
Advancing continual lifelong learning in neural information retrieval: definition, dataset, framework, and empirical evaluationCode0
Delphic Costs and Benefits in Web Search: A utilitarian and historical analysis—0
BIRP: Bitcoin Information Retrieval Prediction Model Based on Multimodal Pattern Matching—0
Identification of the Relevance of Comments in Codes Using Bag of Words and Transformer Based ModelsCode0
Building Interpretable and Reliable Open Information Retriever for New Domains Overnight—0
Conceptualizing Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes—0
A Comparative Study on TF-IDF feature Weighting Method and its Analysis using Unstructured Dataset—0
Vocab-Expander: A System for Creating Domain-Specific Vocabularies Based on Word Embeddings—0
Improving Domain-Specific Retrieval by NLI Fine-Tuning—0
Towards Consistency Filtering-Free Unsupervised Learning for Dense Retrieval—0
ChatGPT for GTFS: Benchmarking LLMs on GTFS Understanding and RetrievalCode0
Learning to Select the Relevant History Turns in Conversational Question Answering—0
Lexicon and Rule-based Word Lemmatization Approach for the Somali LanguageCode0
Fast Slate Policy Optimization: Going Beyond Plackett-Luce—0
Teaching Smaller Language Models To Generalise To Unseen Compositional QuestionsCode0
Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item RetrievalCode0
Generative Query Reformulation for Effective Adhoc Search—0
Defense of Adversarial Ranking Attack in Text Retrieval: Benchmark and Baseline via Detection—0
Debiased Pairwise Learning from Positive-Unlabeled Implicit FeedbackCode0
On (Normalised) Discounted Cumulative Gain as an Off-Policy Evaluation Metric for Top-n RecommendationCode0
How User Language Affects Conflict Fatality Estimates in ChatGPT—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