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ACL 2025 值得盯紧的是长 上下文高效化＋对齐可靠性，四篇最佳论文把这两条主线从理论到工程都打穿，GitHub 上已经能跑起来的代码比往年多出不少，趁热上手收益最大。 一、大会主旋律 今年我（关注大模型/AI Agent）感受有三点： 第一，长上下文成为刚需，谁能在 A100 单卡上把 128 k token 跑顺畅，谁. 然后集中精力回答三个rebuttal，刚好是过年前后的五天。写了好多解释，补了好多实验。iclr群里有人开玩笑说，如果中国大佬做了顶会PC，一定把截稿日期设到圣诞节。 如何评价 ACL 2025 / February ARR cycle 结果？ 出结果在即，作为ARR有史以来投稿量最多的一次，欢迎大家聊聊自己的看法~ 显示全部 关注者 140
ACL、EMNLP、NAACL（北美分会）、COLING是NLP领域的四大顶会。前三个会由ACL（Association of Computational Linguistics）主办，COLING由ICCL（International Committee on Computational Linguistics）主办。 ACL、EMNLP、NAACL均为每年举办一次。因为是同一学术组织举办，所以会有些有意思的潜规则。例如ACL、EMNLP会在各大洲轮流举办. 先说结论，国内来说，一般认为short paper不如long paper含金量高，国外的话，就我了解的情况是，起码墨尔本大学（2018年csranking的NLP子类世界前十，Trevor和Tim今年忙着办ACL了，没咋搞文章啊，往年都要搞十几篇顶会）觉得两者含金量一样。 ACL、EMNLP、NAACL真的比NeurIPS、ICML、ICLR差吗？ 本人菜鸟一个，想请问各位NLPers，你们真的觉得ACL、EMNLP、NAACL真的比NeurIPS、ICML、ICLR差吗？ 我怎么感觉平均水平差不多… 显示全部 关注者 50
最近几年，NLP的三大顶会，既*ACL会议（ACL/EMNLP/NAACL）均有了相应的Findings Track，而算上Findings后…
ACL系列的NLP会议（如ACL,NAACL和EMNLP）的论文接收大概分几种情况： 1. long paper：分两种。 oral，需要作者上台讲一讲； poster 海报论文，作者制作一张海报与参会者交流，很难区分oral和poster这两种，但高分论文才有可能中oral。 如题 本人科研小白，在研究语义相似性方向，请问哪里能检索NLP顶会论文呢？比如ACL 总体而言，ACL与ARR的3分都算是顶会的borderline。 相对来说，ARR的3分看上去甚至一丝丝地略低于ACL的3分，因为略有负面的评价。
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