File size: 23,062 Bytes
6fa4bc9 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 |
{
"paper_id": "2020",
"header": {
"generated_with": "S2ORC 1.0.0",
"date_generated": "2023-01-19T10:38:22.401353Z"
},
"title": "Eval4NLP Organization Team",
"authors": [
{
"first": "Steffen",
"middle": [],
"last": "Eger",
"suffix": "",
"affiliation": {},
"email": ""
},
{
"first": "Yang",
"middle": [],
"last": "Gao",
"suffix": "",
"affiliation": {},
"email": ""
},
{
"first": "Maxime",
"middle": [],
"last": "Peyrard",
"suffix": "",
"affiliation": {},
"email": ""
},
{
"first": "Wei",
"middle": [],
"last": "Zhao",
"suffix": "",
"affiliation": {},
"email": ""
},
{
"first": "Eduard",
"middle": [],
"last": "Hovy",
"suffix": "",
"affiliation": {},
"email": ""
},
{
"first": "Ido",
"middle": [],
"last": "Dagan",
"suffix": "",
"affiliation": {},
"email": ""
},
{
"first": "Daniel",
"middle": [],
"last": "Cer",
"suffix": "",
"affiliation": {},
"email": ""
},
{
"first": "Google",
"middle": [],
"last": "Ai",
"suffix": "",
"affiliation": {},
"email": ""
},
{
"first": "Jackie",
"middle": [],
"last": "Chi",
"suffix": "",
"affiliation": {},
"email": ""
},
{
"first": "Kit",
"middle": [],
"last": "Cheung",
"suffix": "",
"affiliation": {},
"email": ""
},
{
"first": "Li",
"middle": [],
"last": "Dong",
"suffix": "",
"affiliation": {},
"email": ""
},
{
"first": "Microsoft",
"middle": [],
"last": "Research",
"suffix": "",
"affiliation": {},
"email": ""
},
{
"first": "China",
"middle": [],
"last": "Zi-",
"suffix": "",
"affiliation": {},
"email": ""
},
{
"first": "Yi",
"middle": [],
"last": "Dou",
"suffix": "",
"affiliation": {},
"email": ""
},
{
"first": "Rotem",
"middle": [],
"last": "Dror",
"suffix": "",
"affiliation": {},
"email": ""
},
{
"first": "Royal",
"middle": [],
"last": "Holloway",
"suffix": "",
"affiliation": {},
"email": ""
},
{
"first": "Lucy",
"middle": [
"H"
],
"last": "Lin",
"suffix": "",
"affiliation": {},
"email": ""
},
{
"first": "Nelson",
"middle": [
"F"
],
"last": "Liu",
"suffix": "",
"affiliation": {},
"email": ""
},
{
"first": "Roi",
"middle": [],
"last": "Reichart",
"suffix": "",
"affiliation": {},
"email": ""
}
],
"year": "",
"venue": null,
"identifiers": {},
"abstract": "",
"pdf_parse": {
"paper_id": "2020",
"_pdf_hash": "",
"abstract": [],
"body_text": [
{
"text": "Welcome to the First Workshop on Evaluation and Comparison of NLP Systems (Eval4NLP).",
"cite_spans": [],
"ref_spans": [],
"eq_spans": [],
"section": "Introduction",
"sec_num": null
},
{
"text": "Fair evaluations and comparisons are of fundamental importance in tracking the development of NLP. This is particularly challenging within the current deep learning revolution, as many techniques are blackbox and new state-of-the-art results are reported in ever shorter intervals. On the other hand, the rapid evolution of NLP methods endows the community with ever more tools for evaluating and understanding existing NLP systems. With both these challenges and opportunities in mind, we organize this workshop, aiming at providing a platform to present and discuss the latest advances in NLP evaluation methods and resources.",
"cite_spans": [],
"ref_spans": [],
"eq_spans": [],
"section": "Introduction",
"sec_num": null
},
{
"text": "The workshop has attracted considerable attention from the community, with 38 research papers finally submitted. After double-blind reviewing by two reviewers each, 19 papers were selected to be presented in the workshop, consisting of 15 long papers, two short papers and two non-archival papers. The accepted papers cover a wide range of topics in NLP evaluation and comparison, including novel evaluation metrics for multiple NLG systems (summarization, translation, image captioning, and dialogue generation), word embeddings, OpenIE systems, and language grammaticality; discussions about how to properly report the evaluation results; and a survey on using Textual Entailment for generic NLP evaluation.",
"cite_spans": [],
"ref_spans": [],
"eq_spans": [],
"section": "Introduction",
"sec_num": null
}
],
"back_matter": [
{
"text": "We wish to thank all of the authors for their contributions, the members of the Program Committee for their thoughtful reviews, the invited speakers for sharing their vision and outlook, the sponsors (Google and Amazon) for their generous support, and all the attendees of their participation. We believe all these will contribute to a successful workshop. Looking forward to meeting you all (virtually) at Eval4NLP!",
"cite_spans": [],
"ref_spans": [],
"eq_spans": [],
"section": "acknowledgement",
"sec_num": null
}
],
"bib_entries": {
"BIBREF1": {
"ref_id": "b1",
"title": "Fill in the BLANC: Human-free quality estimation of document summaries Oleg Vasilyev, Vedant Dharnidharka and",
"authors": [
{
"first": "John",
"middle": [],
"last": "Bohannon",
"suffix": ""
},
{
"first": ".",
"middle": [
"."
],
"last": "",
"suffix": ""
}
],
"year": null,
"venue": "",
"volume": "",
"issue": "",
"pages": "",
"other_ids": {},
"num": null,
"urls": [],
"raw_text": "Fill in the BLANC: Human-free quality estimation of document summaries Oleg Vasilyev, Vedant Dharnidharka and John Bohannon . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11",
"links": null
},
"BIBREF2": {
"ref_id": "b2",
"title": "Doo Soon Kim, Trung Bui and Kyomin Jung 34 BLEU Neighbors: A Reference-less Approach to Automatic Evaluation Kawin Ethayarajh and Dorsa Sadigh",
"authors": [
{
"first": "-Language Bert Hwanhee",
"middle": [],
"last": "Lee",
"suffix": ""
},
{
"first": "Seunghyun",
"middle": [],
"last": "Yoon",
"suffix": ""
},
{
"first": "Franck",
"middle": [],
"last": "Dernoncourt",
"suffix": ""
}
],
"year": null,
"venue": "ViLBERTScore: Evaluating Image Caption Using Vision",
"volume": "",
"issue": "",
"pages": "",
"other_ids": {},
"num": null,
"urls": [],
"raw_text": "ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui and Kyomin Jung 34 BLEU Neighbors: A Reference-less Approach to Automatic Evaluation Kawin Ethayarajh and Dorsa Sadigh . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 40",
"links": null
},
"BIBREF3": {
"ref_id": "b3",
"title": "Improving Text Generation Evaluation with Batch Centering and Tempered Word Mover Distance Xi Chen, Nan Ding",
"authors": [],
"year": null,
"venue": "",
"volume": "",
"issue": "",
"pages": "",
"other_ids": {},
"num": null,
"urls": [],
"raw_text": "Improving Text Generation Evaluation with Batch Centering and Tempered Word Mover Distance Xi Chen, Nan Ding, Tomer Levinboim and Radu Soricut . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 51",
"links": null
},
"BIBREF4": {
"ref_id": "b4",
"title": "On the Evaluation of Machine Translation n-best Lists Jacob Bremerman, Huda Khayrallah, Douglas Oard and Matt Post",
"authors": [],
"year": null,
"venue": "",
"volume": "",
"issue": "",
"pages": "",
"other_ids": {},
"num": null,
"urls": [],
"raw_text": "On the Evaluation of Machine Translation n-best Lists Jacob Bremerman, Huda Khayrallah, Douglas Oard and Matt Post . . . . . . . . . . . . . . . . . . . . . . . . . . . 60",
"links": null
},
"BIBREF5": {
"ref_id": "b5",
"title": "Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization Rahul Jha",
"authors": [],
"year": null,
"venue": "",
"volume": "",
"issue": "",
"pages": "",
"other_ids": {},
"num": null,
"urls": [],
"raw_text": "Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization Rahul Jha, Keping Bi, Yang Li, Mahdi Pakdaman, Asli Celikyilmaz, Ivan Zhiboedov and Kieran",
"links": null
},
"BIBREF7": {
"ref_id": "b7",
"title": "79 A survey on Recognizing Textual Entailment as an NLP Evaluation Adam Poliak",
"authors": [
{
"first": "Dustin",
"middle": [
"Axman"
],
"last": "Yacouby",
"suffix": ""
},
{
"first": ".",
"middle": [
"."
],
"last": "",
"suffix": ""
}
],
"year": null,
"venue": "Probabilistic Extension of Precision, Recall, and F1 Score for More Thorough Evaluation of Classification Models Reda",
"volume": "",
"issue": "",
"pages": "",
"other_ids": {},
"num": null,
"urls": [],
"raw_text": "Probabilistic Extension of Precision, Recall, and F1 Score for More Thorough Evaluation of Classifica- tion Models Reda Yacouby and Dustin Axman . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 79 A survey on Recognizing Textual Entailment as an NLP Evaluation Adam Poliak . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 92",
"links": null
},
"BIBREF9": {
"ref_id": "b9",
"title": "One of these words is not like the other: a reproduction of outlier identification using non-contextual word representations Jesper Brink Andersen, Mikkel Bak Bertelsen, Mikkel H\u00f8rby Schou, Manuel R. Ciosici and",
"authors": [],
"year": null,
"venue": "",
"volume": "",
"issue": "",
"pages": "",
"other_ids": {},
"num": null,
"urls": [],
"raw_text": "One of these words is not like the other: a reproduction of outlier identification using non-contextual word representations Jesper Brink Andersen, Mikkel Bak Bertelsen, Mikkel H\u00f8rby Schou, Manuel R. Ciosici and Ira Assent . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 120",
"links": null
},
"BIBREF10": {
"ref_id": "b10",
"title": "Are Some Words Worth More than Others? Shiran Dudy and Steven Bedrick",
"authors": [],
"year": null,
"venue": "",
"volume": "",
"issue": "",
"pages": "",
"other_ids": {},
"num": null,
"urls": [],
"raw_text": "Are Some Words Worth More than Others? Shiran Dudy and Steven Bedrick . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 131",
"links": null
},
"BIBREF11": {
"ref_id": "b11",
"title": "On Aligning OpenIE Extractions with Knowledge Bases: A Case Study Kiril Gashteovski, Rainer Gemulla, Bhushan Kotnis, Sven Hertling and Christian Meilicke",
"authors": [],
"year": null,
"venue": "",
"volume": "",
"issue": "",
"pages": "",
"other_ids": {},
"num": null,
"urls": [],
"raw_text": "On Aligning OpenIE Extractions with Knowledge Bases: A Case Study Kiril Gashteovski, Rainer Gemulla, Bhushan Kotnis, Sven Hertling and Christian Meilicke . . . 143",
"links": null
},
"BIBREF12": {
"ref_id": "b12",
"title": "155 vii Best Practices for Crowd-based Evaluation of German Summarization: Comparing Crowd, Expert and Automatic Evaluation Neslihan Iskender, Tim Polzehl and Sebastian M\u00f6ller",
"authors": [],
"year": null,
"venue": "ClusterDataSplit: Exploring Challenging Clustering-Based Data Splits for Model Performance",
"volume": "",
"issue": "",
"pages": "",
"other_ids": {},
"num": null,
"urls": [],
"raw_text": "ClusterDataSplit: Exploring Challenging Clustering-Based Data Splits for Model Performance Evalua- tion Hanna Wecker, Annemarie Friedrich and Heike Adel . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 155 vii Best Practices for Crowd-based Evaluation of German Summarization: Comparing Crowd, Expert and Automatic Evaluation Neslihan Iskender, Tim Polzehl and Sebastian M\u00f6ller . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 164",
"links": null
},
"BIBREF13": {
"ref_id": "b13",
"title": "Probabilistic Extension of Precision, Recall, and F1 Score for More Thorough Evaluation of Classification Models Reda Yacouby and Dustin Axman 16:00-17:30 A survey on Recognizing Textual Entailment as an NLP Evaluation Adam Poliak 16:00-17:30 Grammaticality and Language Modelling Jingcheng Niu and Gerald Penn 16:00-17:30 One of these words is not like the other: a reproduction of outlier identification using non-contextual word representations",
"authors": [
{
"first": "Klaus-Michael",
"middle": [],
"last": "Friday",
"suffix": ""
},
{
"first": "Maya",
"middle": [],
"last": "Lux",
"suffix": ""
},
{
"first": "Martha",
"middle": [],
"last": "Sappelli",
"suffix": ""
},
{
"first": "; Yang",
"middle": [],
"last": "Larson",
"suffix": ""
},
{
"first": "Mahdi",
"middle": [],
"last": "Li",
"suffix": ""
},
{
"first": "Asli",
"middle": [],
"last": "Pakdaman",
"suffix": ""
},
{
"first": "Ivan",
"middle": [],
"last": "Celikyilmaz",
"suffix": ""
},
{
"first": "Kieran",
"middle": [],
"last": "Zhiboedov",
"suffix": ""
},
{
"first": "",
"middle": [],
"last": "Mcdonald",
"suffix": ""
},
{
"first": "",
"middle": [],
"last": "Friday",
"suffix": ""
}
],
"year": 2020,
"venue": "45 Fill in the BLANC: Human-free quality estimation of document summaries Oleg Vasilyev, Vedant Dharnidharka and John Bohannon",
"volume": "9",
"issue": "",
"pages": "30--47",
"other_ids": {},
"num": null,
"urls": [],
"raw_text": "Friday, November 20, 2020 9:00-9:15 Opening Remarks 9:15-10:15 Keynote Talk 1 10:15-11:15 Keynote Talk 2 11:15-12:45 Poster Session 1 11:15-12:45 Truth or Error? Towards systematic analysis of factual errors in abstractive sum- maries Klaus-Michael Lux, Maya Sappelli and Martha Larson 11:15-12:45 Fill in the BLANC: Human-free quality estimation of document summaries Oleg Vasilyev, Vedant Dharnidharka and John Bohannon 11:15-12:45 Item Response Theory for Efficient Human Evaluation of Chatbots Jo\u00e3o Sedoc and Lyle Ungar 11:15-12:45 ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui and Kyomin Jung 11:15-12:45 BLEU Neighbors: A Reference-less Approach to Automatic Evaluation Kawin Ethayarajh and Dorsa Sadigh 11:15-12:45 Improving Text Generation Evaluation with Batch Centering and Tempered Word Mover Distance Xi Chen, Nan Ding, Tomer Levinboim and Radu Soricut 11:15-12:45 On the Evaluation of Machine Translation n-best Lists Jacob Bremerman, Huda Khayrallah, Douglas Oard and Matt Post 11:15-12:45 Artemis: A Novel Annotation Methodology for Indicative Single Document Summa- rization Rahul Jha, Keping Bi, Yang Li, Mahdi Pakdaman, Asli Celikyilmaz, Ivan Zhiboe- dov and Kieran McDonald ix Friday, November 20, 2020 (continued) 14:00-15:00 Keynote Talk 3 15:00-16:00 Keynote Talk 4 16:00-17:30 Poster Session 2 16:00-17:30 Probabilistic Extension of Precision, Recall, and F1 Score for More Thorough Eval- uation of Classification Models Reda Yacouby and Dustin Axman 16:00-17:30 A survey on Recognizing Textual Entailment as an NLP Evaluation Adam Poliak 16:00-17:30 Grammaticality and Language Modelling Jingcheng Niu and Gerald Penn 16:00-17:30 One of these words is not like the other: a reproduction of outlier identification using non-contextual word representations Jesper Brink Andersen, Mikkel Bak Bertelsen, Mikkel H\u00f8rby Schou, Manuel R. Ciosici and Ira Assent 16:00-17:30 Are Some Words Worth More than Others? Shiran Dudy and Steven Bedrick 16:00-17:30 On Aligning OpenIE Extractions with Knowledge Bases: A Case Study Kiril Gashteovski, Rainer Gemulla, Bhushan Kotnis, Sven Hertling and Christian Meilicke 16:00-17:30 ClusterDataSplit: Exploring Challenging Clustering-Based Data Splits for Model Performance Evaluation Hanna Wecker, Annemarie Friedrich and Heike Adel 16:00-17:30 Best Practices for Crowd-based Evaluation of German Summarization: Comparing Crowd, Expert and Automatic Evaluation Neslihan Iskender, Tim Polzehl and Sebastian M\u00f6ller 16:00-17:30 Evaluating Word Embeddings on Low-Resource Languages Nathan Stringham and Mike Izbicki x Friday, November 20, 2020 (continued) 17:30-17:45 Concluding Remarks xi",
"links": null
}
},
"ref_entries": {}
}
} |