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information retrieval

1493 papers

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Also known as

IR

Co-occurring keywords

large language model (12755) question answering (2904) retrieval-augmented generation (1459) dense retrieval (270) document retrieval (226) contrastive learning (3979) language model (4573) text classification (6776) knowledge graph (1795) zero-shot learning (3637)

Papers

A Gradient Accumulation Method for Dense Retriever under Memory Constraint NIPS 2024
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer’s Disease Questions with Scientific Literature EMNLP 2024
AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete Dataset EMNLP 2024
SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information EMNLP 2024
Comparing Neighbors Together Makes it Easy: Jointly Comparing Multiple Candidates for Efficient and Effective Retrieval EMNLP 2024
It is a Truth Individually Acknowledged: Cross-references On Demand EMNLP 2024
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM COLING 2024
Large Language Models Help Humans Verify Truthfulness – Except When They Are Convincingly Wrong NAACL 2024
Searching for Best Practices in Retrieval-Augmented Generation EMNLP 2024
Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers NAACL 2024
TruthReader: Towards Trustworthy Document Assistant Chatbot with Reliable Attribution EMNLP 2024
Pre-trained Language Models for Entity Blocking: A Reproducibility Study NAACL 2024
Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting NAACL 2024
It’s All Relative! – A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction NAACL 2024
Question Answering over Tabular Data with DataBench: A Large-Scale Empirical Evaluation of LLMs COLING 2024
Asking More Informative Questions for Grounded Retrieval NAACL 2024
OpenResearcher: Unleashing AI for Accelerated Scientific Research EMNLP 2024
This Reference Does Not Exist: An Exploration of LLM Citation Accuracy and Relevance NAACL 2024
PolQA: Polish Question Answering Dataset COLING 2024
Empowering Air Travelers: A Chatbot for Canadian Air Passenger Rights EMNLP 2024
RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance EMNLP 2024
PIRB: A Comprehensive Benchmark of Polish Dense and Hybrid Text Retrieval Methods COLING 2024
Multi-Granularity Fusion Text Semantic Matching Based on WoBERT COLING 2024
Knowledge Enhanced Pre-training for Cross-lingual Dense Retrieval COLING 2024
News Risk Alerting System (NRAS): A Data-Driven LLM Approach to Proactive Credit Risk Monitoring EMNLP 2024