Uncategorized

• Uncategorized

  • SELF-PLAY WITH EXECUTION FEEDBACK: IMPROVING INSTRUCTION-FOLLOWING CAPABILITIES OF LARGE LANGUAGE MODELS
  • AutoIF
  • LESS: Selecting Influential Data for Targeted Instruction Tuning
  • LESS - nlp/less.svg)
  • WizardLM: Empowering Large Language Models to Follow Complex Instructions
  • WizardLM
  • Chain-of-Instructions: Compositional Instruction Tuning on Large Language Models
  • Instruction Pre-Training: Language Models are Supervised Multitask Learners
  • LMOps
  • Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators
  • alpaca_eval - lab/alpaca_eval.svg)
  • INFOBENCH: Evaluating Instruction Following Ability in Large Language Models
  • InfoBench
  • STRUC-BENCH: Are Large Language Models Good at Generating Complex Structured Tabular Data?
  • Struc-Bench - Bench.svg)
  • FOFO: A Benchmark to Evaluate LLMs’ Format-Following Capability
  • FoFo
  • AlignBench: Benchmarking Chinese Alignment of Large Language Models
  • AlignBench
  • Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
  • llm_judge - sys/FastChat.svg)
  • Benchmarking Complex Instruction-Following with Multiple Constraints Composition
  • ComplexBench - coai/ComplexBench.svg)
  • EVALUATING LARGE LANGUAGE MODELS AT EVALUATING INSTRUCTION FOLLOWING
  • LLMBar - nlp/LLMBar.svg)
  • Instruction-Following Evaluation for Large Language Models
  • instruction_following_eval - research/google-research.svg)
  • FollowEval: A Multi-Dimensional Benchmark for Assessing the Instruction-Following Capability of Large Language Models
  • Can Large Language Models Understand Real-World Complex Instructions?
  • CELLO
  • FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models
  • FollowBench
  • Evaluating Large Language Models on Controlled Generation Tasks
  • llm-controlgen - controlgen.svg)
  • DO LLMS “KNOW” INTERNALLY WHEN THEY FOLLOW INSTRUCTIONS?
  • StructEval: Benchmarking LLMs' Capabilities to Generate Structural Outputs
  • StructEval - AI-Lab/StructEval.svg)