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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54
Natural Language (LLM, NLP etc)
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FlowMind: Automatic Workflow Generation with LLMs
Paper • 2404.13050 • Published • 33 -
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 • 68 -
Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models
Paper • 2405.01535 • Published • 119 -
An Introduction to Vision-Language Modeling
Paper • 2405.17247 • Published • 87 -
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 • 15 -
RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content
Paper • 2406.11811 • Published • 16 -
GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks
Paper • 2406.12925 • Published • 23 -
HARE: HumAn pRiors, a key to small language model Efficiency
Paper • 2406.11410 • Published • 38 -
Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges
Paper • 2406.12624 • Published • 36 -
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs
Paper • 2406.15319 • Published • 62 -
Octo-planner: On-device Language Model for Planner-Action Agents
Paper • 2406.18082 • Published • 47 -
WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs
Paper • 2406.18495 • Published • 12 -
Scaling Synthetic Data Creation with 1,000,000,000 Personas
Paper • 2406.20094 • Published • 96 -
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models
Paper • 2407.09025 • Published • 130 -
Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies
Paper • 2407.13623 • Published • 53 -
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore
Paper • 2407.12854 • Published • 29 -
Building and better understanding vision-language models: insights and future directions
Paper • 2408.12637 • Published • 124 -
Text2SQL is Not Enough: Unifying AI and Databases with TAG
Paper • 2408.14717 • Published • 24 -
Generative Verifiers: Reward Modeling as Next-Token Prediction
Paper • 2408.15240 • Published • 13 -
Towards a Unified View of Preference Learning for Large Language Models: A Survey
Paper • 2409.02795 • Published • 71 -
LLaMA-Omni: Seamless Speech Interaction with Large Language Models
Paper • 2409.06666 • Published • 55 -
GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question Answering
Paper • 2409.06595 • Published • 37 -
Not All LLM Reasoners Are Created Equal
Paper • 2410.01748 • Published • 28