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Retrieval-Augmented Generation

573 directly classified papers

Papers per year

Papers

ELLA: Empowering LLMs for Interpretable, Accurate and Informative Legal Advice ACL 2024
Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution ACL 2024
SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing ACL 2024
RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering ACL 2024
Evidence Retrieval is almost All You Need for Fact Verification ACL 2024
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian Philosophy ACL 2024
Don’t forget private retrieval: distributed private similarity search for large language models ACL 2024
Evaluating the Effectiveness of Retrieval-Augmented Large Language Models in Scientific Document Reasoning ACL 2024
Cited Text Spans for Scientific Citation Text Generation ACL 2024
LitSearch: A Retrieval Benchmark for Scientific Literature Search EMNLP 2024
Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs EMNLP 2024
Can Large Language Models Enhance Predictions of Disease Progression? Investigating Through Disease Network Link Prediction EMNLP 2024
Searching for Best Practices in Retrieval-Augmented Generation EMNLP 2024
Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation EMNLP 2024
RAR: Retrieval-augmented retrieval for code generation in low resource languages EMNLP 2024
Retrieval Augmented Spelling Correction for E-Commerce Applications EMNLP 2024
SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information EMNLP 2024
From RAG to Riches: Retrieval Interlaced with Sequence Generation EMNLP 2024
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems EMNLP 2024
Large Language Models Know What is Key Visual Entity: An LLM-assisted Multimodal Retrieval for VQA EMNLP 2024
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate Disclosures EMNLP 2024
Fine-Grained Retrieval Prompt Tuning AAAI 2023
Factual and Informative Review Generation for Explainable Recommendation AAAI 2023
Making Better Use of Training Corpus: Retrieval-based Aspect Sentiment Triplet Extraction via Label Interpolation ACL 2023
KIT’s Multilingual Speech Translation System for IWSLT 2023 ACL 2023