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 1151–1175 of 4740 papers

TitleStatusHype
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document RankingCode1
Know Where to Go: Make LLM a Relevant, Responsible, and Trustworthy Searcher—0
Large Language Models Help Humans Verify Truthfulness -- Except When They Are Convincingly Wrong—0
CIR at the NTCIR-17 ULTRE-2 Task—0
A Comprehensive Evaluation of Large Language Models on Legal Judgment PredictionCode1
Improving Long Document Topic Segmentation Models With Enhanced Coherence Modeling—0
Towards Safer Operations: An Expert-involved Dataset of High-Pressure Gas Incidents for Preventing Future FailuresCode0
Text Summarization Using Large Language Models: A Comparative Study of MPT-7b-instruct, Falcon-7b-instruct, and OpenAI Chat-GPT ModelsCode0
Leveraging Large Language Models for Node Generation in Few-Shot Learning on Text-Attributed GraphsCode1
Findability: A Novel Measure of Information Accessibility—0
A ML-LLM pairing for better code comment classification—0
Unsupervised Domain Adaption for Neural Information Retrieval—0
Search-Adaptor: Embedding Customization for Information Retrieval—0
On Using GUI Interaction Data to Improve Text Retrieval-based Bug LocalizationCode0
Impact of time and note duration tokenizations on deep learning symbolic music modelingCode0
Language Models As Semantic IndexersCode1
Validating Synthetic Usage Data in Living Lab EnvironmentsCode0
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge GeneratorsCode1
Preliminary Results of a Scientometric Analysis of the German Information Retrieval Community 2020-2023Code0
An Analysis on Large Language Models in Healthcare: A Case Study of BioBERT—0
Query-dominant User Interest Network for Large-Scale Search Ranking—0
GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models—0
Get the gist? Using large language models for few-shot decontextualization—0
Augmented Embeddings for Custom Retrievals—0
LAiW: A Chinese Legal Large Language Models BenchmarkCode1
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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