<div style="line-height:1.7;color:#000000;font-size:14px;font-family:Arial"><div style="margin: 0;"><pre style="width: 1731.84px; word-break: break-word !important;"><span style="font-size: 14px; font-family: "Microsoft Yahei";">Hi, Adapters,</span></pre></div><div style="margin: 0;"><div style="margin: 0;"><span style="font-family: "Microsoft Yahei";">Over the years, the field of NLP has been at the forefront of understanding the core principles of intelligence. The emergence of LLMs showcases a significant breakthrough. However, the academic community lacks a systematic understanding of the internal mechanisms of LLMsĄ¯ intelligence. Nevertheless, insights from cognitive science may offer fresh perspectives on this matter. </span></div></div><div style="margin: 0;"><span style="font-size: 14px; font-family: "Microsoft Yahei";"><br></span></div><div style="margin: 0;"><span style="font-family: "Microsoft Yahei";"><span style="font-family: "Microsoft Yahei"; font-size: 14px;"><span style="font-size: 14px; font-family: "Microsoft Yahei"; white-space-collapse: preserve;">In this talk, I will introduce a recent paper titled </span>"</span><span style="font-family: "Microsoft Yahei"; font-weight: bold;">Unveiling A Core Linguistic Region in Large Language
Models</span><span style="font-family: "Microsoft Yahei"; font-size: 14px;">". </span>Inspired by cognitive science research, this paper investigates whether specific functional regions exist within LLMs. They identify a core region specifically responsible for language processing within </span><span style="font-family: "Microsoft Yahei";">LLMs. This region occupies only about 1% of the modelĄ¯s parameters but plays a crucial role in maintaining the overall linguistic competence of the model.</span></div><p style="margin: 0;"><br></p><p style="margin: 0;"><span style="white-space-collapse: preserve; font-family: "Microsoft Yahei"; font-size: 14px;">Hope you find this talk useful.</span></p><p style="margin: 0;"><br></p><p style="margin: 0;"><span style="font-family: "Microsoft Yahei"; font-size: 14px;"><span style="font-size: 14px; color: rgb(46, 48, 51); font-family: -apple-system, BlinkMacSystemFont, "PingFang SC", "Microsoft YaHei", sans-serif; word-break: break-word !important;">Time: Wed 10 am. - 11:30 am.</span><br style="color: rgb(46, 48, 51); font-family: -apple-system, BlinkMacSystemFont, "PingFang SC", "Microsoft YaHei", sans-serif; word-break: break-word !important;"><span style="font-size: 14px; color: rgb(46, 48, 51); font-family: -apple-system, BlinkMacSystemFont, "PingFang SC", "Microsoft YaHei", sans-serif; word-break: break-word !important;">Meeting link:<span style="font-size: 14px; font-family: "Microsoft Yahei"; word-break: break-word !important;"> </span></span></span><a target="_blank" rel="noopener" href="https://teams.microsoft.com/l/meetup-join/19%3ameeting_M2VmMTU5MzgtODUzOC00NmU4LTg0MzktNGFjNDdiMmIwYTI1%40thread.v2/0?context=%7b%22Tid%22%3a%225cdc5b43-d7be-4caa-8173-729e3b0a62d9%22%2c%22Oid%22%3a%221a8b9fa0-af57-4a1c-9390-22d1c201d622%22%7d" style="color: rgb(40, 101, 199); font-family: -apple-system, BlinkMacSystemFont, "PingFang SC", "Microsoft YaHei", sans-serif; text-decoration-line: none; outline: none; cursor: pointer; word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">https://team</span><wbr style="word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">s.microsoft.</span><wbr style="word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">com/l/meetup</span><wbr style="word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">-join/19%3am</span><wbr style="word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">eeting_M2VmM</span><wbr style="word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">TU5MzgtODUzO</span><wbr style="word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">C00NmU4LTg0M</span><wbr style="word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">zktNGFjNDdiM</span><wbr style="word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">mIwYTI1%40th</span><wbr style="word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">read.v2/0?co</span><wbr style="word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">ntext=%7b%22</span><wbr style="word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">Tid%22%3a%22</span><wbr style="word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">5cdc5b43-d7b</span><wbr style="word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">e-4caa-8173-</span><wbr style="word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">729e3b0a62d9</span><wbr style="word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">%22%2c%22Oid</span><wbr style="word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">%22%3a%221a8</span><wbr style="word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">b9fa0-af57-4</span><wbr style="word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">a1c-9390-22d</span><wbr style="word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">1c201d622%22</span><wbr style="word-break: break-word !important;"><span style="color: rgb(40, 101, 199); text-decoration-line: none; outline: none; cursor: pointer; font-family: "Microsoft Yahei"; font-size: 14px; word-break: break-word !important;">%7d</span></a></p><div style="position:relative;zoom:1"><p style="margin: 0"><br></p><p style="margin: 0"><span style="font-family: "Microsoft Yahei"; font-size: 14px;">Best wishes,</span></p><p style="margin: 0"><span style="font-family: "Microsoft Yahei"; font-size: 14px;">Haoan</span></p><div style="clear:both"></div></div></div>