Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing
Paper
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2404.12253
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Published
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51
Natural Language (LLM, NLP etc)
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FlowMind: Automatic Workflow Generation with LLMs
Paper • 2404.13050 • Published • 32 -
How Far Can We Go with Practical Function-Level Program Repair?
Paper • 2404.12833 • Published • 6 -
Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models
Paper • 2404.18796 • Published • 67 -
Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models
Paper • 2405.01535 • Published • 106 -
An Introduction to Vision-Language Modeling
Paper • 2405.17247 • Published • 77 -
From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries
Paper • 2406.12824 • Published • 20 -
Tokenization Falling Short: The Curse of Tokenization
Paper • 2406.11687 • Published • 13 -
RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content
Paper • 2406.11811 • Published • 14 -
GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks
Paper • 2406.12925 • Published • 17 -
HARE: HumAn pRiors, a key to small language model Efficiency
Paper • 2406.11410 • Published • 37 -
Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges
Paper • 2406.12624 • Published • 34 -
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs
Paper • 2406.15319 • Published • 53 -
Octo-planner: On-device Language Model for Planner-Action Agents
Paper • 2406.18082 • Published • 42 -
WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs
Paper • 2406.18495 • Published • 10