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Datasets for large language models: A comprehensive survey
Large language models for information retrieval: A survey
As a primary means of information acquisition, information retrieval (IR) systems, such as
search engines, have integrated themselves into our daily lives. These systems also serve …
search engines, have integrated themselves into our daily lives. These systems also serve …
Mitigating large language model hallucinations via autonomous knowledge graph-based retrofitting
Incorporating factual knowledge in knowledge graph is regarded as a promising approach
for mitigating the hallucination of large language models (LLMs). Existing methods usually …
for mitigating the hallucination of large language models (LLMs). Existing methods usually …
Knowledge-driven cot: Exploring faithful reasoning in llms for knowledge-intensive question answering
Equipped with Chain-of-Thought (CoT), Large language models (LLMs) have shown
impressive reasoning ability in various downstream tasks. Even so, suffering from …
impressive reasoning ability in various downstream tasks. Even so, suffering from …
From matching to generation: A survey on generative information retrieval
Information Retrieval (IR) systems are crucial tools for users to access information, widely
applied in scenarios like search engines, question answering, and recommendation …
applied in scenarios like search engines, question answering, and recommendation …
Rila: Reflective and imaginative language agent for zero-shot semantic audio-visual navigation
Abstract We leverage Large Language Models (LLM) for zeroshot Semantic Audio Visual
Navigation (SAVN). Existing methods utilize extensive training demonstrations for …
Navigation (SAVN). Existing methods utilize extensive training demonstrations for …
Know where to go: Make LLM a relevant, responsible, and trustworthy searchers
Abstract The advent of Large Language Models (LLMs) has shown the potential to improve
relevance and provide direct answers in web searches. However, challenges arise in …
relevance and provide direct answers in web searches. However, challenges arise in …
RACONTEUR: A Knowledgeable, Insightful, and Portable LLM-Powered Shell Command Explainer
Malicious shell commands are linchpins to many cyber-attacks, but may not be easy to
understand by security analysts due to complicated and often disguised code structures …
understand by security analysts due to complicated and often disguised code structures …