conftrace_

retrieval-augmented generation

1592 papers

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Also known as

RAG

Co-occurring keywords

large language model (13587) question answering (2963) information retrieval (1514) knowledge graph (1837) retrieval augmented generation (330) language model (4599) knowledge retrieval (330) text generation (2913) in-context learning (1405) multi-hop reasoning (423)

Papers

HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models NIPS 2024
Boosting the Potential of Large Language Models with an Intelligent Information Assistant NIPS 2024
Ad Auctions for LLMs via Retrieval Augmented Generation NIPS 2024
KnowGPT: Knowledge Graph based Prompting for Large Language Models NIPS 2024
Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario EMNLP 2024
Assisting Breastfeeding and Maternity Experts in Responding to User Queries with an AI-in-the-loop Approach EMNLP 2024
Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together EMNLP 2024
Attribute or Abstain: Large Language Models as Long Document Assistants EMNLP 2024
Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning EMNLP 2024
Consistent Autoformalization for Constructing Mathematical Libraries EMNLP 2024
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering EMNLP 2024
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering EMNLP 2024
Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation EMNLP 2024
Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction Following NIPS 2024
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution NIPS 2024
Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering NIPS 2024
Graph Neural Prompting with Large Language Models AAAI 2024
Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models AAAI 2024
RetLLM-E: Retrieval-Prompt Strategy for Question-Answering on Student Discussion Forums AAAI 2024
From RAG to Riches: Retrieval Interlaced with Sequence Generation EMNLP 2024
RAG-Fusion Based Information Retrieval for Fact-Checking EMNLP 2024
AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings EMNLP 2024
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems EMNLP 2024
SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information EMNLP 2024
SyllabusQA: A Course Logistics Question Answering Dataset ACL 2024