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 651–675 of 4740 papers

TitleStatusHype
AI Mimicry and Human Dignity: Chatbot Use as a Violation of Self-Respect—0
Answer Sentence Retrieval by Matching Dependency Paths acquired from Question/Answer Sentence Pairs—0
A Cross-Lingual Dictionary for English Wikipedia Concepts—0
Beyond Precision: A Study on Recall of Initial Retrieval with Neural Representations—0
Answer Presentation in Question Answering over Linked Data using Typed Dependency Subtree Patterns—0
Answer Interaction in Non-factoid Question Answering Systems—0
AI-KU: Using Co-Occurrence Modeling for Semantic Similarity—0
Answering Science Exam Questions Using Query Reformulation with Background Knowledge—0
Answering Science Exam Questions Using Query Rewriting with Background Knowledge—0
AIDArabic A Named-Entity Disambiguation Framework for Arabic Text—0
Beyond Words: Deep Learning for Multiword Expressions and Collocations—0
Bf3R at SemEval-2018 Task 7: Evaluating Two Relation Extraction Tools for Finding Semantic Relations in Biomedical Abstracts—0
Biber Redux: Reconsidering Dimensions of Variation in American English—0
Answering Questions Requiring Cross-passage Evidence—0
AI Can Be Cognitively Biased: An Exploratory Study on Threshold Priming in LLM-Based Batch Relevance Assessment—0
Answering Questions from Multiple Documents -- the Role of Multi-Document Summarization—0
Answering List Questions using Web as a corpus—0
AIA-BDE: A Corpus of FAQs in Portuguese and their Variations—0
A Categorization of Complexity Classes for Information Retrieval and Synthesis Using Natural Logic—0
ACR: A Benchmark for Automatic Cohort Retrieval—0
Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes—0
Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models—0
An Overview of zbMATH Open Digital Library—0
A Novel Word Sense Disambiguation Approach Using WordNet Knowledge Graph—0
A Hybrid Citation Retrieval Algorithm for Evidence-based Clinical Knowledge Summarization: Combining Concept Extraction, Vector Similarity and Query Expansion for High Precision—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