ChatGPTÓ¦Óý̳Ì

µÚ1Õ ChatGPTµÄ·¢Õ¹Àú³Ì 1.1 ×ÔÈ»ÓïÑÔ´¦ÀíµÄ·¢Õ¹ÀúÊ· 1.2 ´óÓïÑÔÄ£Ðͼ¼ÊõµÄ·¢Õ¹Àú³Ì 1.3 ChatGPTµÄ¼¼Êõ·¢Õ¹Àú³Ì 1.4 ChatGPTµÄÏà¹Ø¼¼Êõ 1.5 ChatGPTµÄÓÅÊÆÓëÁÓÊÆ 1.5.1 ChatGPTµÄÓÅÊÆ 1.5.2 ChatGPTµÄÁÓÊÆ 1.6 ChatGPTµÄÓ¦ÓÃÇ°¾° 1.6.1 ÔÚÈ˹¤ÖÇÄÜÐÐÒµµÄÓ¦ÓÃÇ°¾°¼°Ó°Ïì 1.6.2 ÆäËûÐÐÒµµÄÓ¦ÓÃÇ°¾°¼°Ó°Ïì ±¾ÕÂС½á ˼¿¼Ìâ µÚ2Õ ChatGPTµÄÔ­Àí½éÉÜ 2.1 »ùÓÚTransformerµÄԤѵÁ·ÓïÑÔÄ£ÐÍ 2.1.1 ½öÓбàÂëÆ÷µÄԤѵÁ·ÓïÑÔÄ£ÐÍ 2.1.2 ½âÂëԤѵÁ·ÓïÑÔÄ£ÐÍ 2.1.3 »ùÓÚ±à½âÂë¼Ü¹¹µÄԤѵÁ·ÓïÑÔÄ£ÐÍ 2.2 ÌáʾѧϰÓëÖ¸Áµ÷ 2.2.1 Ìáʾѧϰ¸ÅÊö 2.2.2 ChatGPTÖеÄÖ¸Áîѧϰ 2.3 ˼άÁ´ 2.4 »ùÓÚÈËÀà·´À¡µÄÇ¿»¯Ñ§Ï° ±¾ÕÂС½á ˼¿¼Ìâ µÚ3Õ Ìáʾ¹¤³Ì 3.1 ¼ò½é 3.1.1 ʲôÊÇÌáʾ¹¤³Ì 3.1.2 ѧϰPEµÄ±ØÒªÐÔ 3.2 PromptµÄʹÓûù±¾Ô­Ôò 3.3 Ìáʾ¼¼Êõ 3.3.1 ˵Ã÷Ìáʾ¼¼Êõ£¨instructions prompt technique£© 3.3.2 ½ÇÉ«Ìáʾ¼¼Êõ£¨role prompting technique£© 3.3.3 ±ê×¼Ìáʾ£¨standard prompts£© 3.3.4 Áã¡¢µ¥¸öºÍСÑù±¾Ìáʾ£¨zero£¬one and few shot prompting£© 3.3.5 ¡°ÈÃÎÒÃÇ˼¿¼Õâ¸ö¡±Ìáʾ£¨¡°Let's think about this¡±prompt£© 3.3.6 ×ÔÎÒÒ»ÖÂÐÔÌáʾ£¨self-consistency prompt£© 3.3.7 ÖÖ×Ó´ÊÌáʾ£¨seed-word prompt£© 3.3.8 ֪ʶÉú³ÉÌáʾ£¨knowledge generation prompt£© 3.3.9 ֪ʶÕûºÏÌáʾ£¨knowledge integration prompts£© 3.3.10 ¶àÏîÑ¡ÔñÌáʾ£¨multiple choice prompts£© 3.3.11 ¿É½âÊÍÈíÌáʾ£¨interpretable soft prompts£© 3.3.12 ÊÜ¿ØÉú³ÉÌáʾ£¨controlled generation prompts£© 3.3.13 ÎÊ´ðÌáʾ£¨question-answering prompts£© 3.3.14 ÕªÒªÌáʾ£¨summarization prompts£© 3.3.15 ¶Ô»°Ìáʾ£¨dialogue prompts£© 3.3.16 ¶Ô¿¹ÐÔÌáʾ£¨adversarial prompts£© 3.3.17 ¾ÛÀàÌáʾ£¨clustering prompts£© 3.3.18 Ç¿»¯Ñ§Ï°Ìáʾ£¨reinforcement learning prompts£© 3.3.19 ¿Î³ÌѧϰÌáʾ£¨curriculum learning prompts£©