{"id":108967,"date":"2026-09-23T03:24:48","date_gmt":"2026-09-22T19:24:48","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/108967.html"},"modified":"2026-09-23T03:24:48","modified_gmt":"2026-09-22T19:24:48","slug":"%e6%a0%87%e5%87%86%e5%8c%96%e7%a7%91%e7%a0%94%e5%8f%af%e5%a4%8d%e7%8e%b0%e4%bb%93%e5%ba%93%e7%bb%93%e6%9e%84%ef%bc%9a%e7%ac%a6%e5%90%88-neurips-acl-%e8%a7%84%e8%8c%83%e7%9a%84%e5%b7%a5%e7%a8%8b","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/108967.html","title":{"rendered":"\u6807\u51c6\u5316\u79d1\u7814\u53ef\u590d\u73b0\u4ed3\u5e93\u7ed3\u6784\uff1a\u7b26\u5408 NeurIPS\/ACL \u89c4\u8303\u7684\u5de5\u7a0b\u76ee\u5f55\u6811\u8bbe\u8ba1"},"content":{"rendered":"<h2>\u6807\u51c6\u5316\u79d1\u7814\u53ef\u590d\u73b0\u4ed3\u5e93\u7ed3\u6784&#xff1a;\u7b26\u5408 NeurIPS\/ACL \u89c4\u8303\u7684\u5de5\u7a0b\u76ee\u5f55\u6811\u8bbe\u8ba1<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260922192447-6ab2d5ff23fd0.webp\" alt=\"\u5c01\u9762\u4fe1\u606f\u56fe\" \/><\/p>\n<p>\u5728\u5b66\u672f\u9876\u4f1a&#xff08;ACL\u3001EMNLP\u3001NeurIPS\u3001ICLR&#xff09;\u8bba\u6587\u8bc4\u5ba1\u4e0e\u5f00\u6e90\u4ee3\u7801\u53d1\u5e03\u65f6&#xff0c;\u5ba1\u7a3f\u4eba\u548c\u793e\u533a\u5f00\u53d1\u8005\u62c9\u53d6\u4ee3\u7801\u4ed3\u5e93\u540e&#xff0c;\u5f80\u5f80\u4f1a\u5728 3 \u5206\u949f\u5185 \u6839\u636e\u4ed3\u5e93\u7684\u76ee\u5f55\u7ec4\u7ec7\u7ed3\u6784\u5f62\u6210\u5bf9\u8be5\u56e2\u961f\u5de5\u7a0b\u7d20\u517b\u7684\u51b3\u5b9a\u6027\u7b2c\u4e00\u5370\u8c61\u3002<\/p>\n<p>\u8bb8\u591a\u88ab\u62d2\u7a3f\u6216\u88ab\u793e\u533a\u8bdf\u75c5\u7684\u5f00\u6e90\u4ee3\u7801&#xff0c;\u5f80\u5f80\u5448\u73b0\u51fa\u6781\u5ea6\u6df7\u4e71\u7684\u201c\u4f5c\u574a\u5f0f\u201d\u7ed3\u6784&#xff1a;<\/p>\n<ul>\n<li>\u6240\u6709\u4ee3\u7801\u5168\u90e8\u585e\u5728\u5355\u4e00\u7684 train.py \u4e2d&#xff0c;\u957f\u8fbe 3,000 \u884c&#xff0c;\u5145\u6ee1\u968f\u610f\u547d\u540d\u7684\u5168\u5c40\u53d8\u91cf&#xff1b;<\/li>\n<li>\u6570\u636e\u8def\u5f84\u4e2d\u786c\u7f16\u7801\u4e86\u4f5c\u8005\u672c\u673a\u7684\u7edd\u5bf9\u8def\u5f84 \/home\/user\/desktop\/data\/test.csv&#xff1b;<\/li>\n<li>\u7f3a\u4e4f\u4f9d\u8d56\u7248\u672c\u9501\u5b9a\u6587\u4ef6&#xff0c;\u6ca1\u6709\u63d0\u4f9b\u4efb\u4f55\u81ea\u52a8\u5316\u4e00\u952e\u590d\u73b0\u811a\u672c&#xff1b;<\/li>\n<li>\u6743\u91cd\u4e0e\u8d85\u53c2\u6570\u6563\u843d\u5728\u4ee3\u7801\u5404\u5904&#xff0c;\u65e0\u6cd5\u901a\u8fc7\u547d\u4ee4\u884c\u72ec\u7acb\u8986\u76d6\u3002<\/li>\n<\/ul>\n<p>\u4e00\u4e2a\u5177\u5907\u56fd\u9645\u9876\u7ea7\u5b66\u672f\u6c34\u51c6\u3001\u6e05\u6670\u6a21\u5757\u5316\u3001100% \u53ef\u4e00\u952e\u590d\u73b0\u7684\u79d1\u7814\u5de5\u7a0b\u4ed3\u5e93\u5e94\u8be5\u5982\u4f55\u8bbe\u8ba1&#xff1f;<\/p>\n<p>\u672c\u6587\u8be6\u89e3\u7b26\u5408 NeurIPS \/ ACL \u5b98\u65b9\u53ef\u590d\u73b0\u6027\u6807\u51c6\u7684\u201c\u9ec4\u91d1\u76ee\u5f55\u6811\u89c4\u8303\u201d\u3002<\/p>\n<h3>1. \u9876\u4f1a\u6807\u51c6\u5316\u79d1\u7814\u5de5\u7a0b\u76ee\u5f55\u6811\u5168\u666f\u8bbe\u8ba1<\/h3>\n<p>my-awesome-nlp-research\/<br \/>\n\u251c\u2500\u2500 .github\/                      # CI\/CD \u81ea\u52a8\u5316\u6d41\u6c34\u7ebf<br \/>\n\u2502   \u2514\u2500\u2500 workflows\/<br \/>\n\u2502       \u251c\u2500\u2500 lint_and_test.yaml    # \u5355\u5143\u6d4b\u8bd5\u4e0e\u4ee3\u7801\u98ce\u683c\u95e8\u7981<br \/>\n\u2502       \u2514\u2500\u2500 build_wheels.yaml     # \u8de8\u5e73\u53f0\u4e8c\u8fdb\u5236\u5305\u81ea\u52a8\u7f16\u8bd1<br \/>\n\u251c\u2500\u2500 configs\/                      # \u7eaf\u58f0\u660e\u5f0f\u8d85\u53c2\u6570\u914d\u7f6e (\u4e25\u7981\u5728\u4ee3\u7801\u4e2d\u5199\u6b7b&#xff01;)<br \/>\n\u2502   \u251c\u2500\u2500 base.yaml                 # \u5168\u5c40\u57fa\u7840\u8d85\u53c2 (Seed, Hardware)<br \/>\n\u2502   \u251c\u2500\u2500 model\/                    # \u6a21\u578b\u67b6\u6784\u7279\u5b9a\u53c2\u6570 (Layers, Hidden, Heads)<br \/>\n\u2502   \u2502   \u251c\u2500\u2500 llama3_8b.yaml<br \/>\n\u2502   \u2502   \u2514\u2500\u2500 qwen2_7b.yaml<br \/>\n\u2502   \u2514\u2500\u2500 experiment\/               # \u5177\u4f53\u5b9e\u9a8c\u5bf9\u6bd4\u914d\u7f6e (\u6d88\u878d\u4e0e\u57fa\u7ebf)<br \/>\n\u2502       \u251c\u2500\u2500 exp_baseline.yaml<br \/>\n\u2502       \u2514\u2500\u2500 exp_ours_dora.yaml<br \/>\n\u251c\u2500\u2500 data\/                         # \u6570\u636e\u8d44\u4ea7\u6307\u9488 (\u7269\u7406\u6570\u636e\u6c38\u4e0d\u76f4\u63a5\u5165 Git)<br \/>\n\u2502   \u251c\u2500\u2500 raw.dvc                   # \u539f\u59cb\u6570\u636e\u7684 DVC \u7b7e\u540d\u9501<br \/>\n\u2502   \u2514\u2500\u2500 processed.dvc             # \u9884\u5904\u7406\u540e\u7279\u5f81\u7684 DVC \u7b7e\u540d\u9501<br \/>\n\u251c\u2500\u2500 scripts\/                      # \u4e00\u952e\u81ea\u52a8\u5316 Shell \u811a\u672c<br \/>\n\u2502   \u251c\u2500\u2500 download_data.sh          # \u4ece\u8fdc\u7a0b\u5b58\u50a8\u62c9\u53d6\u5e76\u6821\u9a8c\u6570\u636e<br \/>\n\u2502   \u251c\u2500\u2500 run_train.sh              # \u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3<br \/>\n\u2502   \u251c\u2500\u2500 run_eval.sh               # \u8fd0\u884c\u72ec\u7acb\u9a8c\u8bc1\u96c6\u8bc4\u6d4b<br \/>\n\u2502   \u2514\u2500\u2500 reproduce_all_tables.sh   # \u3010\u4e00\u952e\u7aef\u5230\u7aef\u590d\u73b0\u8bba\u6587\u6240\u6709\u8868\u683c&#xff01;\u3011<br \/>\n\u251c\u2500\u2500 src\/                          # \u6838\u5fc3\u6e90\u7801\u6a21\u5757 (\u7eaf\u89e3\u8026\u67b6\u6784)<br \/>\n\u2502   \u251c\u2500\u2500 __init__.py<br \/>\n\u2502   \u251c\u2500\u2500 models\/                   # \u6a21\u578b\u4e0e\u81ea\u5b9a\u4e49\u7b97\u5b50\u5b9e\u73b0 (PyTorch Modules)<br \/>\n\u2502   \u2502   \u251c\u2500\u2500 transformer_block.py<br \/>\n\u2502   \u2502   \u2514\u2500\u2500 dora_layer.py<br \/>\n\u2502   \u251c\u2500\u2500 data\/                     # \u6570\u636e\u96c6\u52a0\u8f7d\u3001\u6e05\u6d17\u4e0e\u5206\u8bcd\u6d41\u6c34\u7ebf<br \/>\n\u2502   \u2502   \u251c\u2500\u2500 dataset_loader.py<br \/>\n\u2502   \u2502   \u2514\u2500\u2500 tokenization.py<br \/>\n\u2502   \u251c\u2500\u2500 training\/                 # \u8bad\u7ec3\u5faa\u73af\u3001\u4f18\u5316\u5668\u4e0e Loss \u72b6\u6001\u673a<br \/>\n\u2502   \u2502   \u251c\u2500\u2500 trainer.py<br \/>\n\u2502   \u2502   \u2514\u2500\u2500 lr_schedulers.py<br \/>\n\u2502   \u2514\u2500\u2500 evaluation\/               # \u8bc4\u6d4b\u57fa\u51c6\u6267\u884c\u4e0e\u6307\u6807\u8ba1\u7b97<br \/>\n\u2502       \u251c\u2500\u2500 metrics.py<br \/>\n\u2502       \u2514\u2500\u2500 significance_test.py<br \/>\n\u251c\u2500\u2500 tests\/                        # \u5355\u5143\u6d4b\u8bd5\u4e0e\u786e\u5b9a\u6027\u56de\u5f52\u65ad\u8a00<br \/>\n\u2502   \u251c\u2500\u2500 test_models.py<br \/>\n\u2502   \u2514\u2500\u2500 test_determinism.py<br \/>\n\u251c\u2500\u2500 Makefile                      # \u9876\u5c42\u6784\u5efa\u4e0e\u6267\u884c\u5165\u53e3<br \/>\n\u251c\u2500\u2500 Dockerfile                    # \u56fa\u5316\u7684\u4e91\u539f\u751f\u8bad\u7ec3\u5bb9\u5668\u955c\u50cf<br \/>\n\u251c\u2500\u2500 conda-lock.yml                # \u8de8\u5e73\u53f0\u6bd4\u7279\u7ea7\u4f9d\u8d56\u9501<br \/>\n\u251c\u2500\u2500 requirements.lock.txt         # Pip SHA-256 \u4f9d\u8d56\u9501<br \/>\n\u251c\u2500\u2500 REPRODUCIBILITY.md            # \u8be6\u5c3d\u7684\u786c\u4ef6\u8981\u6c42\u4e0e\u590d\u73b0\u6307\u5357<br \/>\n\u251c\u2500\u2500 LICENSE                       # \u5f00\u6e90\u8bb8\u53ef\u8bc1 (\u5982 Apache-2.0)<br \/>\n\u2514\u2500\u2500 README.md                     # \u9879\u76ee\u4e3b\u9875\u4e0e\u6838\u5fc3\u6307\u6807\u5bf9\u9f50\u770b\u677f<\/p>\n<h3>2. \u9876\u5c42 Makefile \u7684\u6781\u7b80\u590d\u73b0\u7f16\u6392<\/h3>\n<p>\u5728\u4ee3\u7801\u4ed3\u5e93\u6839\u76ee\u5f55\u4e0b\u63d0\u4f9b\u6807\u51c6 Makefile&#xff0c;\u4f7f\u4efb\u4f55\u5916\u90e8\u5ba1\u7a3f\u4eba\u53ea\u9700\u6572\u51fb\u4e00\u4e2a\u547d\u4ee4\u5373\u53ef\u542f\u52a8\u5168\u91cf\u590d\u73b0&#xff1a;<\/p>\n<p>.PHONY: all setup data train eval reproduce test clean<\/p>\n<p>all: reproduce<\/p>\n<p># 1. \u6781\u901f\u9501\u5b9a\u5b89\u88c5\u73af\u5883<br \/>\nsetup:<br \/>\n&#064;echo &#034;&#061;&#061;&#061; [1\/4] \u5b89\u88c5\u56fa\u5316\u7684 Python \u4f9d\u8d56\u73af\u5883 &#061;&#061;&#061;&#034;<br \/>\npip install -r requirements.lock.txt<\/p>\n<p># 2. \u4ece\u8fdc\u7aef\u5bf9\u8c61\u5b58\u50a8\u62c9\u53d6\u771f\u5b9e\u6d4b\u8bd5\u6570\u636e<br \/>\ndata:<br \/>\n&#064;echo &#034;&#061;&#061;&#061; [2\/4] \u62c9\u53d6 DVC \u6570\u636e\u8d44\u4ea7 &#061;&#061;&#061;&#034;<br \/>\ndvc pull data\/processed.dvc<\/p>\n<p># 3. \u8fd0\u884c\u4e3b\u5b9e\u9a8c\u6a21\u578b\u8bad\u7ec3<br \/>\ntrain:<br \/>\n&#064;echo &#034;&#061;&#061;&#061; [3\/4] \u542f\u52a8\u786e\u5b9a\u6027\u5206\u5e03\u5f0f\u8bad\u7ec3 &#061;&#061;&#061;&#034;<br \/>\npython src\/training\/trainer.py &#8211;config configs\/experiment\/exp_ours_dora.yaml<\/p>\n<p># 4. \u8fd0\u884c\u72ec\u7acb\u8bc4\u6d4b\u4e0e\u663e\u8457\u6027\u68c0\u9a8c<br \/>\neval:<br \/>\n&#064;echo &#034;&#061;&#061;&#061; [4\/4] \u8fd0\u884c\u9a8c\u8bc1\u96c6\u8bc4\u4f30\u4e0e Wilcoxon \u68c0\u9a8c &#061;&#061;&#061;&#034;<br \/>\npython src\/evaluation\/eval_suite.py &#8211;model_path models\/checkpoint_best.pt<\/p>\n<p># 5. \u4e00\u952e\u590d\u73b0\u5168\u6d41\u7a0b<br \/>\nreproduce: setup data train eval<br \/>\n&#064;echo &#034;&#061;&#061;&#061; &#x1f389; \u606d\u559c&#xff01;\u8bba\u6587\u6240\u6709\u4e3b\u5b9e\u9a8c\u4e0e\u6d88\u878d\u8868\u683c\u5df2 100% \u7cbe\u786e\u590d\u73b0&#xff01; &#061;&#061;&#061;&#034;<\/p>\n<h3>3. \u6807\u51c6\u5316 REPRODUCIBILITY.md \u89c4\u8303\u6a21\u677f<\/h3>\n<p>\u5728\u6839\u76ee\u5f55\u4e0b\u521b\u5efa REPRODUCIBILITY.md&#xff0c;\u5411\u5ba1\u7a3f\u4eba\u6e05\u6670\u58f0\u660e\u786c\u4ef6\u89c4\u683c\u4e0e\u590d\u73b0\u9884\u671f&#xff1a;<\/p>\n<p># \u8bba\u6587\u53ef\u590d\u73b0\u6027\u6267\u884c\u6307\u5357 (Reproducibility Guide)<\/p>\n<p>\u672c\u6587\u6863\u8be6\u7ec6\u63cf\u8ff0\u590d\u73b0\u8bba\u6587\u300a[Your Paper Title]\u300b\u4e2d\u6240\u6709\u5b9e\u9a8c\u7ed3\u679c\u6240\u9700\u7684\u786c\u4ef6\u89c4\u683c\u3001\u8f6f\u4ef6\u73af\u5883\u4e0e\u6267\u884c\u6b65\u9aa4\u3002<\/p>\n<p>## 1. \u786c\u4ef6\u89c4\u683c\u4e0e\u9884\u7b97\u57fa\u51c6<br \/>\n&#8211; **GPU \u7b97\u529b\u8981\u6c42**: \u6700\u4f4e\u9700\u8981 1 \u5f20 NVIDIA RTX 3090 (24GB) \u6216 1 \u5f20 A100 (40GB\/80GB)<br \/>\n&#8211; **CPU \u63a8\u8350\u914d\u7f6e**: 8 \u6838\u5fc3\u4ee5\u4e0a&#xff0c;32GB \u4e3b\u673a\u5185\u5b58 (RAM)<br \/>\n&#8211; **\u5355\u6b21\u5b8c\u6574\u8bad\u7ec3\u8017\u65f6**:<br \/>\n  &#8211; 8x A100 \u96c6\u7fa4: \u7ea6 2.5 \u5c0f\u65f6<br \/>\n  &#8211; \u5355\u5361 RTX 3090: \u7ea6 18 \u5c0f\u65f6<\/p>\n<p>## 2. \u786e\u5b9a\u6027\u968f\u673a\u6027\u4fdd\u8bc1<br \/>\n\u6240\u6709\u5b9e\u9a8c\u5747\u5df2\u9501\u5b9a\u968f\u673a\u6570\u79cd\u5b50&#xff08;Seeds: &#096;[42, 100, 2026]&#096;&#xff09;&#xff0c;\u5e76\u5728 PyTorch \u4e2d\u542f\u7528\u4e86\u786e\u5b9a\u6027\u7b97\u5b50\u3002<br \/>\n\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u5373\u53ef\u76f4\u63a5\u590d\u73b0\u8bba\u6587\u8868 1 \u4e2d\u7684\u6838\u5fc3\u6570\u636e&#xff08;\u9884\u671f Macro-F1: 91.45% \u00b1 0.22%&#xff09;&#xff1a;<\/p>\n<p>&#096;&#096;&#096;bash<br \/>\nbash scripts\/reproduce_all_tables.sh<\/p>\n<p>## 4. \u4e25\u8c28\u6d3e\u79d1\u7814\u56e2\u961f\u7684\u4ed3\u5e93\u53d1\u5e03\u5e95\u7ebf<\/p>\n<p>1. **\u7edd\u5bf9\u8def\u5f84\u5f7b\u5e95\u7edd\u8ff9**&#xff1a;\u5728\u4ee3\u7801\u63d0\u4ea4\u524d&#xff0c;\u901a\u8fc7\u9884\u63d0\u4ea4\u94a9\u5b50&#xff08;Pre-commit Hook&#xff09;\u8fd0\u884c\u5168\u5c40\u6b63\u5219\u626b\u63cf&#xff0c;\u4e25\u7981\u4ee3\u7801\u4e2d\u5305\u542b\u4efb\u4f55\u4f5c\u8005\u672c\u673a\u7684\u672c\u5730\u7528\u6237\u540d\u6216\u672c\u5730\u8def\u5f84&#xff1b;<br \/>\n2. **\u6570\u636e\u8d44\u4ea7\u96f6\u76f4\u63a5\u4e0a\u4f20**&#xff1a;\u4f53\u79ef\u5927\u4e8e 50MB \u7684\u6570\u636e\u96c6\u4e00\u5f8b\u901a\u8fc7 DVC \u5b58\u50a8\u5728\u516c\u5f00\u5bf9\u8c61\u5b58\u50a8\u4e2d&#xff0c;Git \u4ed3\u5e93\u4e2d\u4ec5\u4fdd\u7559 &#096;.dvc&#096; \u7b7e\u540d\u6307\u9488&#xff0c;\u4fdd\u6301\u4ee3\u7801\u4ed3\u5e93\u7684\u6781\u5ea6\u8f7b\u91cf\u4e0e\u7eaf\u7cb9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6807\u51c6\u5316\u79d1\u7814\u53ef\u590d\u73b0\u4ed3\u5e93\u7ed3\u6784&#xff1a;\u7b26\u5408 NeurIPS\/ACL 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