[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6FQ5C2XJHMJ458PVMZ7GRJ6":3,"skill-same:01M6FQ5C2XJHMJ458PVMZ7GRJ6":82},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":22,"publishedAt":34,"linkOnly":35,"markdownContent":36,"markdownBody":37,"frontMatter":38,"refName":39,"commitSha":40,"skillDirectory":41,"forksCount":42,"repositoryHtmlUrl":43,"repositoryHomepageUrl":6,"ownerHtmlUrl":44,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":45,"install":46,"resources":59},"01M6FQ5C2XJHMJ458PVMZ7GRJ6","reddit-nlp-research-problems",null,"Discussion on important NLP research problems in academia and industry. Use when exploring current challenges in natural language processing, low-resource language models, or conversational AI research directions.","kbarbel640-del\u002Fskills","kbarbel640-del","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F255315490?v=4","01M6CJPPQGCCESXMG3K7BBGQ5J","01M6CJPPX2PB2BCZERFVM2C2B3",1,"MIT","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fhhhh124hhhh\u002Freddit-nlp-research-problems\u002FSKILL.md",[17],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000021","资料检索与研究","SCENARIO","使用场景",[23,24,25,26,27,28,29,30,31,32,33],"nlp","research","reddit","reddit nlp research problems","use","models","language","natural language","natural language processing","processing","Conversational AI","2026-11-10 10:12:30",false,"---\nname: reddit-nlp-research-problems\ndescription: Discussion on important NLP research problems in academia and industry. Use when exploring current challenges in natural language processing, low-resource language models, or conversational AI research directions.\n---\n\n# 通用 Prompt Skill\n\n## 描述\nWhat are the most important problems in this space in academia and industry?\n\n  \nI'm not an NLP rese...\n\n## 类型\n- 类型: 通用\n- 评分: 60\u002F100\n\n## Prompt\n```\nWhat are the most important problems in this space in academia and industry?\n\n  \nI'm not an NLP researcher, but someone who has worked in industry in adjacent fields. I will give two examples of problems that seem important at a practical level that I've come across:\n\n* NLP and speech models for low-resource languages. Many people would like to use LLMs for various purposes (asking questions about crops, creating health or education-applications) but cannot do so because models do not perform well for their regional language. It seems important to gather data, train models, and build applications that enable native speakers of these languages to benefit from the technology.\n* Improving \"conversational AI\" systems in terms of latency, naturalness, handling different types of interruptions and filler words, etc. I don't know how this subreddit feels about this topic, but it is a huge focus in industry.\n\nThat being said, the examples I gave are very much shaped by experience, and I do not\n```\n\n## 来源信息\n- 来源: reddit\n- 原始链接: https:\u002F\u002Fwww.reddit.com\u002Fr\u002FLanguageTechnology\u002Fcomments\u002F1qjrir4\u002Fwhat_are_the_most_important_problems_in_nlp_in\u002F\n- 作者: medium_squirrell\n- 互动: 0 赞\n\n## 元数据\n- 收集时间: 2026-01-30T20:48:50.626494\n- Prompt 类型: 通用\n- 质量分数: 60\u002F100\n\n---\n\n*Skill generated by Clawdbot*\n","# 通用 Prompt Skill\n\n## 描述\nWhat are the most important problems in this space in academia and industry?\n\n  \nI'm not an NLP rese...\n\n## 类型\n- 类型: 通用\n- 评分: 60\u002F100\n\n## Prompt\n```\nWhat are the most important problems in this space in academia and industry?\n\n  \nI'm not an NLP researcher, but someone who has worked in industry in adjacent fields. I will give two examples of problems that seem important at a practical level that I've come across:\n\n* NLP and speech models for low-resource languages. Many people would like to use LLMs for various purposes (asking questions about crops, creating health or education-applications) but cannot do so because models do not perform well for their regional language. It seems important to gather data, train models, and build applications that enable native speakers of these languages to benefit from the technology.\n* Improving \"conversational AI\" systems in terms of latency, naturalness, handling different types of interruptions and filler words, etc. I don't know how this subreddit feels about this topic, but it is a huge focus in industry.\n\nThat being said, the examples I gave are very much shaped by experience, and I do not\n```\n\n## 来源信息\n- 来源: reddit\n- 原始链接: https:\u002F\u002Fwww.reddit.com\u002Fr\u002FLanguageTechnology\u002Fcomments\u002F1qjrir4\u002Fwhat_are_the_most_important_problems_in_nlp_in\u002F\n- 作者: medium_squirrell\n- 互动: 0 赞\n\n## 元数据\n- 收集时间: 2026-01-30T20:48:50.626494\n- Prompt 类型: 通用\n- 质量分数: 60\u002F100\n\n---\n\n*Skill generated by Clawdbot*\n",{"name":5,"description":7},"main","e7e336ac628c3e3bd771aff1aaa469c93778f94a","skills\u002Fhhhh124hhhh\u002Freddit-nlp-research-problems",0,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del","2026-08-23 22:39:37",{"source":8,"skillName":5,"commands":47,"prompt":57,"zipAvailable":58},[48,51,54],{"tool":49,"command":50},"npx","npx skills add kbarbel640-del\u002Fskills --skill reddit-nlp-research-problems",{"tool":52,"command":53},"bunx","bunx skills add kbarbel640-del\u002Fskills --skill reddit-nlp-research-problems",{"tool":55,"command":56},"pnpm","pnpm dlx skills add kbarbel640-del\u002Fskills --skill reddit-nlp-research-problems","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fhhhh124hhhh\u002Freddit-nlp-research-problems\u002FSKILL.md",true,[60,66,72,76],{"path":61,"resourceType":62,"resourceTypeDesc":63,"sizeBytes":64,"sourceHtmlUrl":65},"_meta.json","REFERENCE","参考文档",304,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fhhhh124hhhh\u002Freddit-nlp-research-problems\u002F_meta.json",{"path":67,"resourceType":68,"resourceTypeDesc":69,"sizeBytes":70,"sourceHtmlUrl":71},"assets\u002Fexample_asset.txt","ASSET","资产文件",865,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fhhhh124hhhh\u002Freddit-nlp-research-problems\u002Fassets\u002Fexample_asset.txt",{"path":73,"resourceType":62,"resourceTypeDesc":63,"sizeBytes":74,"sourceHtmlUrl":75},"references\u002Fapi_reference.md",979,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fhhhh124hhhh\u002Freddit-nlp-research-problems\u002Freferences\u002Fapi_reference.md",{"path":77,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":80,"sourceHtmlUrl":81},"scripts\u002Fexample.py","SCRIPT","脚本",615,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fhhhh124hhhh\u002Freddit-nlp-research-problems\u002Fscripts\u002Fexample.py",[83,114,140,159,165,185],{"skillNo":84,"name":85,"nameZh":6,"description":86,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":87,"categories":88,"keywords":94,"publishedAt":34},"01M6G8J55967D6281ACMKAKTEQ","crowd-prompting","A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzzadrian\u002Fcrowd-prompting\u002FSKILL.md",[89],{"categoryNo":90,"categoryName":91,"taxonomyType":92,"taxonomyTypeDesc":93},"01JBSEEDCAT000000000000036","内容创作者","PROFESSION","适用职业",[95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113],"crowd prompting","prompting","api","with","tokens","domain","world","prompts","operations","instructions","text","tool","system","improve","productivity","marketplace","https","content","ai agents",{"skillNo":115,"name":116,"nameZh":6,"description":117,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":118,"categories":119,"keywords":123,"publishedAt":34},"01M6G8J0PKPAYVET6BWE8W4C26","dilemm-ai","Compete in DilemmAI, the prisoner's dilemma AI arena at dilemm.ai. Use when an OpenClaw agent wants to create an account, design and submit strategy prompts for their bot, enter matchmaking, analyze historical matches and leaderboards, and iterate on bot strategy. Requires headless browser automation (no API available yet).","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzyori\u002Fdilemm-ai\u002FSKILL.md",[120],{"categoryNo":121,"categoryName":122,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000023","Skill与智能体开发",[124,97,125,126,127,128,129,130,131,132,133,134,135,136,137,138,139,102,27],"dilemm ai","arena","analyze","browser","openclaw agent","create","automation","browser automation","bot","openclaw","design","strategy","headless","compete","submit","matchmaking",{"skillNo":141,"name":142,"nameZh":6,"description":143,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":144,"categories":145,"keywords":147,"publishedAt":34},"01M6G8HWAF3K9SW7NP3Z83CPJ6","arxiv-paper-reviews","Interact with arXiv Crawler API to fetch papers, read reviews, and submit comments. Use when working with arXiv papers, fetching paper lists by date\u002Fcategory\u002Finterest, viewing paper details with comments, or submitting paper reviews via API at http:\u002F\u002F150.158.152.82:8000.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzxrys\u002Fweak-accept\u002FSKILL.md",[146],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[148,149,150,151,152,153,154,98,155,138,27,156,97,157,158],"arxiv paper reviews","reviews","arxiv","paper","crawler","papers","comments","fetch","read","http","via",{"skillNo":160,"name":142,"nameZh":6,"description":143,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":161,"categories":162,"keywords":164,"publishedAt":34},"01M6G8HQJ7N7WMY6YV7D7SSJ16","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzxrys\u002Farxiv-paper-reviews\u002FSKILL.md",[163],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[151,150,149,148,158,153,154,98,152,138,27,155,156,97,157],{"skillNo":166,"name":167,"nameZh":6,"description":168,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":169,"categories":170,"keywords":171,"publishedAt":34},"01M6G8HM95Y64JNVFC2HN4E2BG","git-summary","Get a quick summary of the current Git repository including status, recent commits, branches, and contributors.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzweack\u002Fgit-summary\u002FSKILL.md",[],[172,173,174,175,176,177,178,179,180,181,182,183,184],"git","summary","git summary","commits","repository","win32","status","linux","contributors","true","quick","get","branches",{"skillNo":186,"name":187,"nameZh":6,"description":188,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":189,"categories":190,"keywords":195,"publishedAt":34},"01M6G8HGEGF05CNEJCGVYFSC4R","agent-constitution","Interact with AgentConstitution governance contracts on Base Sepolia. Check compliance, read rules, log actions, query governance state.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fztsalexey\u002Fagent-constitution\u002FSKILL.md",[191,192],{"categoryNo":121,"categoryName":122,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":193,"categoryName":194,"taxonomyType":92,"taxonomyTypeDesc":93},"01JBSEEDCAT000000000000037","律师与法务",[196,197,198,199,98,200,201,39,202,156,203,204,205,206,207,111,208,209,210],"agent constitution","constitution","contracts","tree","query","base","log","check","Rules","projects","compliance","actions","state","governance","github"]