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 1226–1250 of 4740 papers

TitleStatusHype
Conceptualizing Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes—0
Building Interpretable and Reliable Open Information Retriever for New Domains Overnight—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
Fast Slate Policy Optimization: Going Beyond Plackett-Luce—0
Lexicon and Rule-based Word Lemmatization Approach for the Somali LanguageCode0
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
All-In-One Metrical And Functional Structure Analysis With Neighborhood Attentions on Demixed AudioCode2
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with AttributionCode1
Debiased Pairwise Learning from Positive-Unlabeled Implicit FeedbackCode0
Med-HALT: Medical Domain Hallucination Test for Large Language ModelsCode1
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
UnScientify: Detecting Scientific Uncertainty in Scholarly Full Text—0
An Intent Taxonomy of Legal Case Retrieval—0
Towards Resolving Word Ambiguity with Word Embeddings—0
Neural Memory Decoding with EEG Data and Representation Learning—0
Comprehensive Review on Semantic Information Retrieval and Ontology Engineering—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