├── LICENSE ├── README.md ├── conference_trends.png └── plot_rates_submissions.ipynb /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2022 LI XIN 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | Acceptance rates for the ~~major~~ top-tier AI-related conferences 2 | ===== 3 | 4 | ![](conference_trends.png) 5 | 6 | ### Natural Language Processing and Computational Linguistics 7 | 8 | | Conference       | Long Paper           | Short Paper | 9 | | ------------- | :------------- | :----- | 10 | |ACL'14 | 26.2% (146/572) | 26.1% (139/551) | 11 | |ACL'15 | 25.0% (173/692) | 22.4% (145/648) | 12 | |ACL'16 | 28.0% (231/825) | 21.0% (97/463) | 13 | |ACL'17 | 25.0% (195/751) | 18.9% (107/567) | 14 | |ACL'18 | 25.3% (258/1018) | 24.0% (126/526) | 15 | |ACL'19 | 25.7% (447/1737) | 18.2% (213/1168) | 16 | |ACL'20 | 25.4% (571/2244) | 17.6% (208/1185) | 17 | |ACL'21 | 24.5% (571/2327) | 13.6% (139/1023) | 18 | |ACL'21 Findings | 14.6% (339/2327) | 11.5% (118/1023) | 19 | |ACL'22 | ? (604/?) | ? (97/?) | 20 | |ACL'22 Findings | ? (361/?) | ? (361/?) | 21 | |ACL'23 | 23.5% (910/3872) | 16.5% (164/992) | 22 | |ACL'23 Findings | 18.4% (712/3872) | 19.1% (189/992) | 23 | |EMNLP'14 | 30.4% (155/510) | 27.8% (70/252) | 24 | |EMNLP'15 | 26.2% (157/600) | 22.1% (155/700) | 25 | |EMNLP'16 | 25.8% (177/687) | 21.8% (87/400) | 26 | |EMNLP'17 | 25.8% (216/836) | 18.4% (107/582) | 27 | |EMNLP'18 | 25.5% (351/1376) | 23.2% (198/855) | 28 | |EMNLP'19 | 25.6% (465/1813) | 20.5% (218/1063) | 29 | |EMNLP'20 | 24.5% (602/2455) | 16.6% (150/904) | 30 | |EMNLP'20 Findings | 13.5% (332/2455) | 12.7% (115/904) | 31 | |EMNLP'21 | 25.6% (650/2540)| 17.9% (190/1060)| 32 | |EMNLP'21 Findings | 11.8% (300/2540) | 11.2% (119/1060)| 33 | |EMNLP'22 | 22.1% (715/3242)| 12.0% (114/948)| 34 | |EMNLP'22 Findings | 14.0% (453/3242) | 10.1% (96/948)| 35 | |EMNLP'23 | 23.3% (901/3868) | 14.0% (146/1041)| 36 | |EMNLP'23 Findings | 22.9% (886/3868) | 19.5% (203/1041)| 37 | |NAACL-HLT'13 | 30.0% (88/293) | 32.1% (51/162) | 38 | |NAACL-HLT'15 | 29.1% (117/402) | 22.1% (69/312) | 39 | |NAACL-HLT'16 | 25.3% (100/396) | 28.9% (82/284) | 40 | |NAACL-HLT'18 | 32.0% (207/647) | 29.4% (125/425) | 41 | |NAACL-HLT'19 | 26.3% (281/1067) | 21.3% (142/666) | 42 | |NAACL-HLT'21 | 29.2% (366/1254) | 22.6% (123/544) | 43 | |NAACL-HLT'22 | ? (358/?) | ? (84/?) | 44 | |NAACL-HLT'22 Findings | ? (183/?) | ? (26/?) | 45 | |COLING'12 | 27% (311/1000+) | - | 46 | |COLING'14 | 30.8% (217/705) | - | 47 | |COLING'16 | 32.4% (337/1039) | - | 48 | |COLING'18 | 37.4% (332/888) | - | 49 | |COLING'20| 33.4% (622/1862) | - | 50 | |COLING'22| 33.4% (522/1563) | 24.2% (112/463) | 51 | 52 | ### Computer Vision and Pattern Recognition 53 | 54 | | Conference       | Long Paper           | Short Paper | 55 | | ------------- |:-------------|:-----| 56 | |CVPR'14 | 29.9% (540/1807) (104 orals and 436 posters) | - | 57 | |CVPR'15 | 28.3% (602/2123) (71 orals and 531 posters) | - | 58 | |CVPR'16 | 29.9% (643/2145) (83 orals, 123 spotlights and 437 posters) | - | 59 | |CVPR'17 | 29.9% (783/2620) (71 orals, 144 spotlights and 568 posters) | - | 60 | |CVPR'18 | 29.6% (979/3303) (70 orals, 224 spotlights and 685 posters) | - | 61 | |CVPR'19 | 25.0% (1294/5160) (288 short orals and 1294 posters)| - | 62 | |CVPR'20 | 22.1% (1470/6656) | - | 63 | |CVPR'21 | 23.7% (1661/7015) (295 orals and 1366 posters) | - | 64 | |CVPR'22 | 25.3% (2067/8161) | - | 65 | |CVPR'23 | 25.8% (2360/9155) | - | 66 | |CVPR'24 | 23.6% (2719/11532) (90 orals, 324 Highlight, 2305 posters) | - | 67 | |ICCV'13 | 27.9% (454/1629) (41 orals and 413 posters) | - | 68 | |ICCV'15 | 30.9% (525/1698) | - | 69 | |ICCV'17 | 29.0% (621/2143) (45 orals, 56 spotlights and 520 posters) | - | 70 | |ICCV'19 | 25.0% (1077/4304) (187 short orals and 1077 posters)| - | 71 | |ECCV'14 | 27.9% (363/1444) (38 orals and 325 posters) | - | 72 | |ECCV'16 | 26.6% (415/1561) (28 orals, 45 spotlights and 342 posters) | - | 73 | |ECCV'18 | 31.8% (776/2439) (59 orals and 717 posters) | - | 74 | |ECCV'20 | 27.1% (1361/5025) (104 orals, 161 spotlights and 1096 posters) | - | 75 | 76 | 77 | ### Machine Learning and Learning Theory 78 | 79 | | Conference       | Long Paper           | Short Paper | 80 | | ------------- |:-------------|:-----| 81 | |ICML'14 | 15.0% (Cycle I), 22.0% (Cycle II) | - | 82 | |ICML'15 | 26.0% (270/1037) | - | 83 | |ICML'16 | 24.0% (322/?) | - | 84 | |ICML'17 | 25.9% (434/1676) | - | 85 | |ICML'18 | 25.1% (621/2473) | - | 86 | |ICML'19 | 22.6% (773/3424) | - | 87 | |ICML'20 | 21.8% (1088/4990) | - | 88 | |ICML'21 | 21.5% (1184/5513) (166 long talks, 1018 short talks) | - | 89 | |ICML'22 | 21.9% (1235/5630) (118 long talks, 1117 short talks) | - | 90 | |ICML'23 | 27.9% (1827/6538) (158 live orals, 1669 virtual orals with posters) | - | 91 | |ICML'24 | 27.5% (2610/9473) (144 orals, 191 spotlights and 2275 posters) | - | 92 | |NeurIPS'14 | 24.7% (414/1678) | - | 93 | |NeurIPS'15 | 21.9% (403/1838) | - | 94 | |NeurIPS'16 | 23.6% (569/2403) | - | 95 | |NeurIPS'17 | 20.9% (678/3240) (40 orals, 112 spotlights and 526 posters) | - | 96 | |NeurIPS'18 | 20.8% (1011/4856) (30 orals, 168 spotlights and 813 posters) | - | 97 | |NeurIPS'19| 21.1% (1428/6743) (36 orals, 164 spotlights and 1228 posters) | - | 98 | |NeurIPS'20| 20.1% (1900/9454) (105 orals, 280 spotlights and 1515 posters) | - | 99 | |NeurIPS'21| 25.7% (2344/9122) (55 orals, 260 spotlights and 2029 posters) | - | 100 | |NeurIPS'22| 25.6% (?/10411) (? orals, ? spotlights and ? posters) | - | 101 | |NeurIPS'23| 26.1% (3218/12343) (67 orals, 378 spotlights and 2773 posters) | - | 102 | |NeurIPS'24| 25.8% (4037/15671) (61 orals, 327 spotlights and 3649 posters) | - | 103 | |ICLR'14 | - | - | 104 | |ICLR'15 | - | - | 105 | |ICLR'16 | - | - | 106 | |ICLR'17 | 39.1% (198/507) (15 orals and 183 posters) | - | 107 | |ICLR'18 | 32.0% (314/981) (23 orals and 291 posters) | - | 108 | |ICLR'19| 31.4% (500/1591) (24 orals and 476 posters) | - | 109 | |ICLR'20| 26.5% (687/2594) (48 orals, 107 spotlights and 532 posters) | - | 110 | |ICLR'21| 28.7% (860/2997) (53 orals, 114 spotlights and 693 posters) | - | 111 | |ICLR'22| 32.9% (1095/3328) (54 orals, 176 spotlights and 865 posters) | - | 112 | |ICLR'23| 32.0% (1574/4956) (91 orals, 280 spotlights and 1203 posters) | - | 113 | |ICLR'24| 30.81% (2250/7304) (85 orals, 366 spotlights and 1799 posters) | - | 114 | |ICLR'25| 31.75% (3706/11672) (- orals, - spotlights and 3638 posters) | - | 115 | |COLT'14 | 32.1% (45/140) | - | 116 | |COLT'15 | 34.8% (62/178) | - | 117 | |COLT'16 | 26.1% (53/203) | - | 118 | |COLT'17 | 32.5% (74/228) | - | 119 | |COLT'18 | 27.2% (91/335) | - | 120 | |COLT'19 | 30.0% (118/393) | - | 121 | |COLT'20| 30.9% (120/388) | - | 122 | |UAI'14 | 32.0% (94/292) | - | 123 | |UAI'15 | 34.0% (99/291) | - | 124 | |UAI'16 | 31.0% (85/275) | - | 125 | |UAI'17 | 31.0% (87/282) | - | 126 | |UAI'18 | 30.8% (104/337) | - | 127 | |UAI'19 | 26.0% (118/450) | - | 128 | |UAI'20 | 27.5% (142/515) | - | 129 | |UAI'21 | 26.3% (205/777) | - | 130 | |UAI'22 | 32.3% (230/712) (36 orals and 194 posters) | - | 131 | |UAI'23 | 31.2% (243/778) | - | 132 | |AISTATS'14 | 35.8% (120/335) | - | 133 | |AISTATS'15 | 28.7% (127/442) | - | 134 | |AISTATS'16 | 30.7% (165/537) | - | 135 | |AISTATS'17 | 31.7% (168/530) | - | 136 | |AISTATS'18| 33.2% (214/645) | - | 137 | |AISTATS'19| 32.4% (360/1111) | - | 138 | |AISTATS'20| - | - | 139 | |AISTATS'21| 29.8% (455/1527) (48 orals) | - | 140 | |AISTATS'22| 29.2% (493/1685) | - | 141 | |AISTATS'23| 29.4% (496/1686) | - | 142 | |AISTATS'24| 27.6% (546/1980) | - | 143 | |AISTATS'25| 31.3% (583/1861) | - | 144 | 145 | ### Artificial Intelligence 146 | 147 | | Conference       | Long Paper           | Short Paper | 148 | | ------------- |:-------------|:-----| 149 | |AAAI'14 | 28.0% (398/1406) | - | 150 | |AAAI'15 | 26.7% (531/1991) | - | 151 | |AAAI'16 | 25.8% (549/2132) | - | 152 | |AAAI'17 | 24.6% (638/2590) | - | 153 | |AAAI'18 | 24.6% (933/3800) | - | 154 | |AAAI'19 | 16.2% (1150/7095) | - | 155 | |AAAI'20 | 20.6% (1591/7737) | - | 156 | |AAAI'21 | 21.4% (1692/7911) | - | 157 | |AAAI'22 | 15.0% (1349/9020) | - | 158 | |AAAI'23 | 19.6% (1721/8777) | - | 159 | |AAAI'24 | 23.75% (2342/9862) | - | 160 | |AAAI'25 | 23.40% (3032/12957) | - | 161 | |IJCAI'13 | 28.0% (413/1473) | - | 162 | |IJCAI'15 | 28.6% (572/1996) | - | 163 | |IJCAI'16 | 24.0% (551/2294) | - | 164 | |IJCAI'17 | 26.0% (660/2540) | - | 165 | |IJCAI'18 | 20.5% (710/3470) | - | 166 | |IJCAI'19 | 17.9% (850/4752) | - | 167 | |IJCAI'20 | 12.6% (592/4717) | - | 168 | |IJCAI'21 | 13.9% (587/4204) | - | 169 | |IJCAI'22 | 14.9% (679/4535) | - | 170 | |IJCAI'23 | 14.1% (643/4566) | - | 171 | 172 | ### Data Mining and Information Retrieval 173 | 174 | | Conference       | Long Paper           | Short Paper | 175 | | ------------- |:-------------|:-----| 176 | |KDD'14 | 14.6% (151/1036) | - | 177 | |KDD'15 | 19.5% (160/819) | - | 178 | |KDD'16 | 13.7% (142/1115) | - | 179 | |KDD'17 | 17.4% (130/748) | - | 180 | |KDD'18 | 18.4% (181/983) (107 orals and 74 posters) | - | 181 | |KDD'19 | 14.2% (170/1200) (110 orals and 60 posters) | - | 182 | |KDD'20 | 16.9% (216/1279) | - | 183 | |KDD'22 | 15.0% (254/1695) | - | 184 | |KDD'23 | 22.1% (313/1416) | - | 185 | |SIGIR'14 | 21.0% (82/387) | 40.0% (104/263) | 186 | |SIGIR'15 | 20.0% (70/351) | 31.3% (79/252) | 187 | |SIGIR'16 | 18.0% (62/341) | 30.6% (104/339) | 188 | |SIGIR'17 | 22.0% (78/362) | 30.0% (121/398) | 189 | |SIGIR'18 | 21.0% (86/409) | 30.0% (98/327) | 190 | |SIGIR'19 | 19.7% (84/426) | 24.4% (108/443) | 191 | |SIGIR'20 | 26.5% (147/555) | 30.2% (153/507) | 192 | |SIGIR'21 | 21.0% (151/720) | 27.6% (145/526) | 193 | |SIGIR'22 | 20.3% (161/794) | 24.7% (165/667) | 194 | |TheWebConf'14 | 13.0% (84/645) | - | 195 | |TheWebConf'15 | 14.0% (131/929) | - | 196 | |TheWebConf'16 | 16.0% (115/727) | - | 197 | |TheWebConf'17 | 17.0% (164/966) | - | 198 | |TheWebConf'18 | 15.0% (171/1140) | - | 199 | |TheWebConf'19 | 18.0% (225/1247) | 19.9% (72/361) | 200 | |TheWebConf'20 | 19.2% (217/1129) | 24.7% (98/397) | 201 | |TheWebConf'21 | 20.6% (357/1736) | - | 202 | |TheWebConf'22 | 17.7% (323/1822) | - | 203 | |TheWebConf'23 | 19.2% (365/1900) | - | 204 | |WSDM'14 | 18.0% (64/355) | - | 205 | |WSDM'15 | 16.4% (39/238) | - | 206 | |WSDM'16 | 18.2% (67/368) | - | 207 | |WSDM'17 | 15.8% (80/505) | - | 208 | |WSDM'18 | 16.1% (84/514) | - | 209 | |WSDM'19 | 16.4% (84/511) | - | 210 | |WSDM'20 | 14.8% (91/615) | - | 211 | |WSDM'21 | 18.6% (112/603) | - | 212 | |WSDM'22 | 15.8% (80/505) | - | 213 | |WSDM'23 | 17.8% (123/690) | - | 214 | |CIKM'14 | 21.0% (175/838) | 21.9% (57/260) | 215 | |CIKM'15 | 26.0% (165/646) | 25.0% (69/276) | 216 | |CIKM'16 | 23.0% (160/701) | 23.5% (55/234) | 217 | |CIKM'17 | 20.0% (171/855) | 28.4% (119/419) | 218 | |CIKM'18| 17.0% (147/862) | 23.2% (96/413) | 219 | |CIKM'19 | 19.4% (200/1030) | 21.3% (100/470) | 220 | |CIKM'20 | 21.0% (193/920) | 25.9% (103/397) | 221 | |CIKM'21 | 21.7% (271/1251) | 28.3% (177/626) | 222 | |CIKM'22 | ?% (272/?) | ?% (196/?) | 223 | |ICDM'14 | 9.8% (71/727) | 9.8% (71/727) | 224 | |ICDM'15 | 8.4% (68/807) | 9.7% (78/807) | 225 | |ICDM'16 | 8.6% (78/904) | 11.0% (100/904) | 226 | |ICDM'17 | 9.3% (72/778) | 10.7% (83/778) | 227 | |ICDM'18 | 8.9% (84/948) | 11.1% (105/948) | 228 | |ICDM'19 | 9.1% (95/1046) | 9.5% (99/1046) | 229 | |ICDM'20 | 9.8% (91/930) | 9.9% (92/930) | 230 | |ICDM'21 | 9.9% (98/990) | 10.1% (100/990) | 231 | |RecSys'15| 23.0% (35/152) | - | 232 | |RecSys'16| 18.2% (29/159) | - | 233 | |RecSys'17| 20.8% (26/125) | 16.4% (20/122) | 234 | |RecSys'18| 17.7% (32/181) | - | 235 | |RecSys'19| 19.0% (36/189) | - | 236 | |RecSys'20| 17.9% (39/218) | - | 237 | 238 | 239 | ### Speech and Signal Processing 240 | 241 | | Conference       | Long Paper           | Short Paper | 242 | | ------------- |:-------------|:-----| 243 | |INTERSPEECH'14| - | - | 244 | |INTERSPEECH'15| 51.0% (~743/1458) | - | 245 | |INTERSPEECH'16| 50.5% (779/1541) | - | 246 | |INTERSPEECH'17| 52.0% (799/1582) | - | 247 | |INTERSPEECH'18| 54.3% (749/1320) | - | 248 | |INTERSPEECH'19| 49.3% (914/1855) | - | 249 | |INTERSPEECH'20| ~47% (?/?) | - | 250 | |INTERSPEECH'21| 48.4% (963/1990) | - | 251 | |ICASSP'14| 48.0% (1709/3500) | - | 252 | |ICASSP'15| 52.0% (1207/2322) | - | 253 | |ICASSP'16| 47.0% (1265/2682) | - | 254 | |ICASSP'17| 52.0% (1220/2518) | - | 255 | |ICASSP'18| 49.7% (1406/2829) | - | 256 | |ICASSP'19| 46.5% (1774/3815) | - | 257 | |ICASSP'21| 48.0% (1734/3610) | - | 258 | |ICASSP'22| 45.0% (1785/3967) | - | 259 | |ICASSP'23| 45.1% (2765/6127) | - | 260 | |ICASSP'24| 45.0% (~2812/5796) | - | 261 | 262 | 263 | Note: 264 | 265 | 1. For **KDD** and **TheWebConf** (formerly known as **WWW**), only the papers from research track are counted. 266 | 2. For **ICDM**, submissions of short paper and those of long paper are in the same session and the decision of the paper type is made according to its quality. 267 | -------------------------------------------------------------------------------- /conference_trends.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lixin4ever/Conference-Acceptance-Rate/6bd0861b9caa8fe6d4bc9dd98892b12052cea549/conference_trends.png --------------------------------------------------------------------------------