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@@ -89,11 +89,13 @@ The French split was obtained via an automatic translation of the English split.
89
  <summary>Citation and License</summary>
90
 
91
  #### Citation
92
- > @InProceedings{huggingface:dataset:stsb_multi_mt,
 
93
  title = {Machine translated multilingual STS benchmark dataset.},
94
  author={Philip May},
95
  year={2021},
96
  url={https://github.com/PhilipMay/stsb-multi-mt}}
 
97
  #### License
98
  https://github.com/PhilipMay/stsb-multi-mt/blob/main/LICENSE
99
  </details>
@@ -103,7 +105,7 @@ https://github.com/PhilipMay/stsb-multi-mt/blob/main/LICENSE
103
  <details>
104
  <summary>Citation and License</summary>
105
 
106
- #### Citation
107
  See the DOI at the end of this dataset card.
108
  #### License
109
  The `stsb_multi_mt_fr_prompt_sentence_similarity` dataset has the same license as the original dataset from which it is derived.
@@ -158,11 +160,13 @@ The French split was obtained via an automatic translation of the English split.
158
  <summary>Citation and License</summary>
159
 
160
  #### Citation
161
- > @InProceedings{pawsx2019emnlp,
 
162
  title = {{PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification}},
163
  author = {Yang, Yinfei and Zhang, Yuan and Tar, Chris and Baldridge, Jason},
164
  booktitle = {Proc. of EMNLP},
165
  year = {2019}}
 
166
  #### License
167
  The dataset may be freely used for any purpose, although acknowledgement of Google LLC ("Google") as the data source would be appreciated. The dataset is provided "AS IS" without any warranty, express or implied. Google disclaims all liability for any damages, direct or indirect, resulting from the use of the dataset.
168
  </details>
@@ -293,13 +297,15 @@ The French split was obtained via an automatic translation of the English split.
293
  <summary>Citation and License</summary>
294
 
295
  #### Citation
296
- > @InProceedings{conneau2018xnli,
 
297
  author = {Conneau, Alexis and Rinott, Ruty and Lample, Guillaume and Williams, Adina and Bowman, Samuel R. and Schwenk, Holger and Stoyanov, Veselin},
298
  title = {XNLI: Evaluating Cross-lingual Sentence Representations},
299
  booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing},
300
  year = {2018},
301
  publisher = {Association for Computational Linguistics},
302
- location = {Brussels, Belgium},}
 
303
  #### License
304
  The majority of the corpus sentences are released under the OANC’s license which allows all content to be freely used, modified, and shared under permissive terms. The data in the Fiction genre from Captain Blood are in the public domain in the United States (but may be licensed differently elsewhere).
305
  </details>
@@ -325,7 +331,8 @@ The French split was obtained via an automatic translation of the English split.
325
  <summary>Citation and License</summary>
326
 
327
  #### Citation
328
- > @article{laurer_less_2022,
 
329
  title = {Less {Annotating}, {More} {Classifying} – {Addressing} the {Data} {Scarcity} {Issue} of {Supervised} {Machine} {Learning} with {Deep} {Transfer} {Learning} and {BERT} - {NLI}},
330
  url = {https://osf.io/74b8k},
331
  language = {en-us},
@@ -336,6 +343,7 @@ The French split was obtained via an automatic translation of the English split.
336
  year = {2022},
337
  note = {Publisher: Open Science Framework},
338
  }
 
339
  #### License
340
  The `fr_anli` and `fr_wanli` splits are licensed under cc-by-nc-4.0.
341
  The `fr_fever`, `fr_ling` and `fr_mnli` splits are licensed under MIT.
@@ -403,11 +411,13 @@ The French split was obtained via an automatic translation of the English split.
403
  <summary>Citation and License</summary>
404
 
405
  #### Citation
406
- > @inproceedings{bisect2021,
 
407
  title={BiSECT: Learning to Split and Rephrase Sentences with Bitexts},
408
  author={Kim, Joongwon and Maddela, Mounica and Kriz, Reno and Xu, Wei and Callison-Burch, Chris},
409
  booktitle={Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)},
410
  year={2021}}
 
411
  #### License
412
  cc-by-nc-4.0
413
  </details>
@@ -523,13 +533,15 @@ Note: only the French portion of this multilingual dataset is kept for our use.
523
  <summary>Citation and License</summary>
524
 
525
  #### Citation
526
- > @misc{muennighoff2022crosslingual,
 
527
  title={Crosslingual Generalization through Multitask Finetuning},
528
  author={Niklas Muennighoff and Thomas Wang and Lintang Sutawika and Adam Roberts and Stella Biderman and Teven Le Scao and M Saiful Bari and Sheng Shen and Zheng-Xin Yong and Hailey Schoelkopf and Xiangru Tang and Dragomir Radev and Alham Fikri Aji and Khalid Almubarak and Samuel Albanie and Zaid Alyafeai and Albert Webson and Edward Raff and Colin Raffel},
529
  year={2022},
530
  eprint={2211.01786},
531
  archivePrefix={arXiv},
532
  primaryClass={cs.CL}}
 
533
  #### License
534
  cc-by-nc-4.0
535
  </details>
@@ -554,7 +566,9 @@ The French split was obtained via an automatic translation of the English split.
554
  <summary>Citation and License</summary>
555
 
556
  #### Citation
557
- > @inproceedings{Emelin2021WinoXMW, title={Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution}, author={Denis Emelin and Rico Sennrich}, booktitle={EMNLP}, year={2021} }
 
 
558
  #### License
559
  MIT
560
  </details>
@@ -626,13 +640,15 @@ The dataset is in native French.
626
  <summary>Citation and License</summary>
627
 
628
  #### Citation
629
- > @misc {abir_eltaief_2023,
 
630
  author = { {Abir ELTAIEF} },
631
  title = { french_book_reviews (Revision 534725e) },
632
  year = 2023,
633
  url = { https://huggingface.co/datasets/Abirate/french_book_reviews },
634
  doi = { 10.57967/hf/1052 },
635
  publisher = { Hugging Face }}
 
636
  #### License
637
  CC0: Public Domain
638
  </details>
@@ -681,11 +697,13 @@ The dataset is in native French.
681
  <summary>Citation and License</summary>
682
 
683
  #### Citation
684
- > @inproceedings{marc_reviews,
 
685
  title={The Multilingual Amazon Reviews Corpus},
686
  author={Keung, Phillip and Lu, Yichao and Szarvas, György and Smith, Noah A.},
687
  booktitle={Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing},
688
  year={2020}}
 
689
  #### License
690
  https://docs.opendata.aws/amazon-reviews-ml/license.txt
691
  </details>
@@ -774,7 +792,10 @@ The French split was obtained via an automatic translation of the English split.
774
  <summary>Citation and License</summary>
775
 
776
  #### Citation
777
- > Hugging Face repository: https://huggingface.co/datasets/pragnakalp/squad_v2_french_translated
 
 
 
778
  #### License
779
  apache-2.0
780
  </details>
@@ -799,7 +820,8 @@ The dataset is in native French.
799
  <summary>Citation and License</summary>
800
 
801
  #### Citation
802
- > @ARTICLE{2020arXiv200206071
 
803
  author = {Martin, d'Hoffschmidt and Maxime, Vidal and Wacim, Belblidia and Tom, Brendlé},
804
  title = "{FQuAD: French Question Answering Dataset}",
805
  journal = {arXiv e-prints},
@@ -811,6 +833,7 @@ The dataset is in native French.
811
  archivePrefix = {arXiv},
812
  eprint = {2002.06071},
813
  primaryClass = {cs.CL}}
 
814
  #### License
815
  CC BY-NC-SA 3.0
816
  </details>
@@ -834,7 +857,8 @@ The dataset is in native French.
834
  <summary>Citation and License</summary>
835
 
836
  #### Citation
837
- > @InProceedings{keraron-EtAl:2020:LREC,
 
838
  author = {Keraron, Rachel and Lancrenon, Guillaume and Bras, Mathilde and Allary, Frédéric and Moyse, Gilles and Scialom, Thomas and Soriano-Morales, Edmundo-Pavel and Staiano, Jacopo},
839
  title = {Project PIAF: Building a Native French Question-Answering Dataset},
840
  booktitle = {Proceedings of The 12th Language Resources and Evaluation Conference},
@@ -845,6 +869,8 @@ The dataset is in native French.
845
  pages = {5483--5492},
846
  url = {https://www.aclweb.org/anthology/2020.lrec-1.673}
847
  }
 
 
848
  #### License
849
  MIT
850
  </details>
@@ -868,7 +894,10 @@ The dataset is in native French.
868
  <summary>Citation and License</summary>
869
 
870
  #### Citation
871
- > Hugging Face repository: https://huggingface.co/datasets/lincoln/newsquadfr
 
 
 
872
  #### License
873
  CC BY-NC-SA 4.0
874
  </details>
@@ -1769,12 +1798,15 @@ The dataset is in native French.
1769
  <details>
1770
  <summary>Citation and License</summary>
1771
 
1772
- #### Citation
1773
- > @article{eddine2020barthez,
 
1774
  title={BARThez: a Skilled Pretrained French Sequence-to-Sequence Model},
1775
  author={Eddine, Moussa Kamal and Tixier, Antoine J-P and Vazirgiannis, Michalis},
1776
  journal={arXiv preprint arXiv:2010.12321},
1777
  year={2020}}
 
 
1778
  #### License
1779
  CC-BY-SA-4.0
1780
  </details>
@@ -2548,14 +2580,16 @@ An example:
2548
  <details>
2549
  <summary>Citation and License</summary>
2550
 
2551
- #### Citation
2552
- > @misc{fitzgerald2022massive,
 
2553
  title={MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages},
2554
  author={Jack FitzGerald and Christopher Hench and Charith Peris and Scott Mackie and Kay Rottmann and Ana Sanchez and Aaron Nash and Liam Urbach and Vishesh Kakarala and Richa Singh and Swetha Ranganath and Laurie Crist and Misha Britan and Wouter Leeuwis and Gokhan Tur and Prem Natarajan},
2555
  year={2022},
2556
  eprint={2204.08582},
2557
  archivePrefix={arXiv},
2558
  primaryClass={cs.CL}}
 
2559
  #### License
2560
  Apache 2.0
2561
  </details>
@@ -2579,13 +2613,15 @@ Note: only the French portion of this multilingual dataset is kept for our use.
2579
  <summary>Citation and License</summary>
2580
 
2581
  #### Citation
2582
- > @misc{li2021mtop,
 
2583
  title={MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark},
2584
  author={Haoran Li and Abhinav Arora and Shuohui Chen and Anchit Gupta and Sonal Gupta and Yashar Mehdad},
2585
  year={2021},
2586
  eprint={2008.09335},
2587
  archivePrefix={arXiv},
2588
  primaryClass={cs.CL}}
 
2589
  #### License
2590
  Unknown
2591
  </details>
@@ -2652,7 +2688,7 @@ The dataset is in native French.
2652
  <summary>Citation and License</summary>
2653
 
2654
  #### Citation
2655
- > @inproceedings{pan-etal-2017-cross,
2656
  title = "Cross-lingual Name Tagging and Linking for 282 Languages",
2657
  author = "Pan, Xiaoman and Zhang, Boliang and May, Jonathan and Nothman, Joel and Knight, Kevin and Ji, Heng",
2658
  booktitle = "Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
@@ -2663,7 +2699,7 @@ The dataset is in native French.
2663
  url = "https://aclanthology.org/P17-1178",
2664
  doi = "10.18653/v1/P17-1178",
2665
  pages = "1946--1958",}
2666
-
2667
  #### License
2668
  Unknow
2669
  </details>
@@ -2687,8 +2723,9 @@ The dataset is in native French.
2687
  <details>
2688
  <summary>Citation and License</summary>
2689
 
2690
- #### Citation
2691
- > @inproceedings{tedeschi-etal-2021-wikineural-combined,
 
2692
  title = "{W}iki{NE}u{R}al: {C}ombined Neural and Knowledge-based Silver Data Creation for Multilingual {NER}",
2693
  author = "Tedeschi, Simone and Maiorca, Valentino and Campolungo, Niccol{\`o} and Cecconi, Francesco and Navigli, Roberto",
2694
  booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2021",
@@ -2699,6 +2736,7 @@ The dataset is in native French.
2699
  url = "https://aclanthology.org/2021.findings-emnlp.215",
2700
  doi = "10.18653/v1/2021.findings-emnlp.215",
2701
  pages = "2521--2533",}
 
2702
  #### License
2703
  Unknow
2704
  </details>
@@ -2722,8 +2760,8 @@ The dataset is in native French.
2722
  <details>
2723
  <summary>Citation and License</summary>
2724
 
2725
- #### Citation
2726
- > @inproceedings{tedeschi-navigli-2022-multinerd,
2727
  title = "{M}ulti{NERD}: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation)",
2728
  author = "Tedeschi, Simone and Navigli, Roberto",
2729
  booktitle = "Findings of the Association for Computational Linguistics: NAACL 2022",
@@ -2734,6 +2772,7 @@ The dataset is in native French.
2734
  url = "https://aclanthology.org/2022.findings-naacl.60",
2735
  doi = "10.18653/v1/2022.findings-naacl.60",
2736
  pages = "801--812",}
 
2737
  #### License
2738
  Unknow
2739
  </details>
@@ -2758,7 +2797,8 @@ The dataset is in native French.
2758
  <summary>Citation and License</summary>
2759
 
2760
  #### Citation
2761
- > @article{NOTHMAN2013151,
 
2762
  title = {Learning multilingual named entity recognition from Wikipedia},
2763
  journal = {Artificial Intelligence},
2764
  volume = {194},
@@ -2770,6 +2810,7 @@ doi = {https://doi.org/10.1016/j.artint.2012.03.006},
2770
  url = {https://www.sciencedirect.com/science/article/pii/S0004370212000276},
2771
  author = {Joel Nothman and Nicky Ringland and Will Radford and Tara Murphy and James R. Curran},
2772
  }
 
2773
  #### License
2774
  Unknow
2775
  </details>
@@ -2834,7 +2875,8 @@ The dataset is in native French.
2834
  <summary>Citation and License</summary>
2835
 
2836
  #### Citation
2837
- > @inproceedings{nivre-etal-2020-universal,
 
2838
  title = "{U}niversal {D}ependencies v2: An Evergrowing Multilingual Treebank Collection",
2839
  author = "Nivre, Joakim and de Marneffe, Marie-Catherine and Ginter, Filip and Haji{\v{c}}, Jan and Manning, Christopher D. and Pyysalo, Sampo and Schuster, Sebastian and Tyers, Francis and Zeman, Daniel",
2840
  booktitle = "Proceedings of the Twelfth Language Resources and Evaluation Conference",
@@ -2846,7 +2888,7 @@ The dataset is in native French.
2846
  pages = "4034--4043",
2847
  language = "English",
2848
  ISBN = "979-10-95546-34-4",}
2849
-
2850
  #### License
2851
  The `fr_gsd`, `fr_partut` and `fr_spoken` splits are licensed under cc-by-nc-4.0.
2852
  The `fr_fqb`, `fr_sequoia` splits are licensed under lgpl.
@@ -2923,15 +2965,17 @@ An example:
2923
  <summary>Citation and License</summary>
2924
 
2925
  #### Citation
2926
- >- (Boudin, 2013) Florian Boudin. 2013.
 
2927
  [TALN Archives : a digital archive of French research articles in Natural Language Processing (TALN Archives : une archive numérique francophone des articles de recherche en Traitement Automatique de la Langue) [in French]][boudin-2013].
2928
  In Proceedings of TALN 2013 (Volume 2: Short Papers), pages 507–514, Les Sables d’Olonne, France. ATALA.
2929
- >- (Boudin and Gallina, 2021) Florian Boudin and Ygor Gallina. 2021.
2930
  [Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness][boudin-2021].
2931
  In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 4185–4193, Online. Association for Computational Linguistics.
2932
 
2933
  [boudin-2013]: https://aclanthology.org/F13-2001/
2934
  [boudin-2021]: https://aclanthology.org/2021.naacl-main.330/
 
2935
  #### License
2936
  cc-by-4.0
2937
  </details>
@@ -2954,15 +2998,18 @@ The `termith-eval_fr_prompt_data_to_text` dataset has the same license as the or
2954
  <summary>Citation and License</summary>
2955
 
2956
  #### Citation
2957
- >- (Boudin, 2013) Florian Boudin. 2013.
 
2958
  [TALN Archives : a digital archive of French research articles in Natural Language Processing (TALN Archives : une archive numérique francophone des articles de recherche en Traitement Automatique de la Langue) [in French]][boudin-2013].
2959
  In Proceedings of TALN 2013 (Volume 2: Short Papers), pages 507–514, Les Sables d’Olonne, France. ATALA.
2960
- >- (Boudin and Gallina, 2021) Florian Boudin and Ygor Gallina. 2021.
2961
  [Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness][boudin-2021].
2962
  In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 4185–4193, Online. Association for Computational Linguistics.
2963
 
2964
  [boudin-2013]: https://aclanthology.org/F13-2001/
2965
  [boudin-2021]: https://aclanthology.org/2021.naacl-main.330/
 
 
2966
  #### License
2967
  cc-by-4.0
2968
  </details>
@@ -2986,15 +3033,18 @@ The `taln-archives_fr_prompt_data_to_text` dataset has the same license as the o
2986
  <summary>Citation and License</summary>
2987
 
2988
  #### Citation
2989
- >- (Boudin, 2013) Florian Boudin. 2013.
 
2990
  [TALN Archives : a digital archive of French research articles in Natural Language Processing (TALN Archives : une archive numérique francophone des articles de recherche en Traitement Automatique de la Langue) [in French]][boudin-2013].
2991
  In Proceedings of TALN 2013 (Volume 2: Short Papers), pages 507–514, Les Sables d’Olonne, France. ATALA.
2992
- >- (Boudin and Gallina, 2021) Florian Boudin and Ygor Gallina. 2021.
2993
  [Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness][boudin-2021].
2994
  In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 4185–4193, Online. Association for Computational Linguistics.
2995
 
2996
  [boudin-2013]: https://aclanthology.org/F13-2001/
2997
  [boudin-2021]: https://aclanthology.org/2021.naacl-main.330/
 
 
2998
  #### License
2999
  cc-by-4.0
3000
  </details>
@@ -3054,15 +3104,18 @@ An example:
3054
  <summary>Citation and License</summary>
3055
 
3056
  #### Citation
3057
- >- (Boudin, 2013) Florian Boudin. 2013.
 
3058
  [TALN Archives : a digital archive of French research articles in Natural Language Processing (TALN Archives : une archive numérique francophone des articles de recherche en Traitement Automatique de la Langue) [in French]][boudin-2013].
3059
  In Proceedings of TALN 2013 (Volume 2: Short Papers), pages 507–514, Les Sables d’Olonne, France. ATALA.
3060
- >- (Boudin and Gallina, 2021) Florian Boudin and Ygor Gallina. 2021.
3061
  [Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness][boudin-2021].
3062
  In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 4185–4193, Online. Association for Computational Linguistics.
3063
 
3064
  [boudin-2013]: https://aclanthology.org/F13-2001/
3065
  [boudin-2021]: https://aclanthology.org/2021.naacl-main.330/
 
 
3066
  #### License
3067
  cc-by-4.0
3068
  </details>
@@ -3085,15 +3138,18 @@ The `termith-eval_fr_prompt_keywords_extraction` dataset has the same license as
3085
  <summary>Citation and License</summary>
3086
 
3087
  #### Citation
3088
- >- (Boudin, 2013) Florian Boudin. 2013.
 
3089
  [TALN Archives : a digital archive of French research articles in Natural Language Processing (TALN Archives : une archive numérique francophone des articles de recherche en Traitement Automatique de la Langue) [in French]][boudin-2013].
3090
  In Proceedings of TALN 2013 (Volume 2: Short Papers), pages 507–514, Les Sables d’Olonne, France. ATALA.
3091
- >- (Boudin and Gallina, 2021) Florian Boudin and Ygor Gallina. 2021.
3092
  [Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness][boudin-2021].
3093
  In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 4185–4193, Online. Association for Computational Linguistics.
3094
 
3095
  [boudin-2013]: https://aclanthology.org/F13-2001/
3096
  [boudin-2021]: https://aclanthology.org/2021.naacl-main.330/
 
 
3097
  #### License
3098
  cc-by-4.0
3099
  </details>
@@ -3117,15 +3173,18 @@ The `taln-archives_fr_prompt_keywords_extraction` dataset has the same license a
3117
  <summary>Citation and License</summary>
3118
 
3119
  #### Citation
3120
- > - (Boudin, 2013) Florian Boudin. 2013.
 
3121
  [TALN Archives : a digital archive of French research articles in Natural Language Processing (TALN Archives : une archive numérique francophone des articles de recherche en Traitement Automatique de la Langue) [in French]][boudin-2013].
3122
  In Proceedings of TALN 2013 (Volume 2: Short Papers), pages 507–514, Les Sables d’Olonne, France. ATALA.
3123
- >- (Boudin and Gallina, 2021) Florian Boudin and Ygor Gallina. 2021.
3124
  [Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness][boudin-2021].
3125
  In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 4185–4193, Online. Association for Computational Linguistics.
3126
 
3127
  [boudin-2013]: https://aclanthology.org/F13-2001/
3128
  [boudin-2021]: https://aclanthology.org/2021.naacl-main.330/
 
 
3129
  #### License
3130
  cc-by-4.0
3131
  </details>
@@ -3144,12 +3203,13 @@ The `wikinews-fr-100_fr_prompt_keywords_extraction` dataset has the same license
3144
 
3145
 
3146
  # Citation
3147
-
3148
- > @misc {centre_aquitain_des_technologies_de_l'information_et_electroniques_2023,
3149
- author = { {Centre Aquitain des Technologies de l'Information et Electroniques} },
3150
- title = { DFP (Revision 1d24c09) },
3151
- year = 2023,
3152
- url = { https://huggingface.co/datasets/CATIE-AQ/DFP },
3153
- doi = { 10.57967/hf/1200 },
3154
- publisher = { Hugging Face }
3155
- }
 
 
89
  <summary>Citation and License</summary>
90
 
91
  #### Citation
92
+ ```
93
+ @InProceedings{huggingface:dataset:stsb_multi_mt,
94
  title = {Machine translated multilingual STS benchmark dataset.},
95
  author={Philip May},
96
  year={2021},
97
  url={https://github.com/PhilipMay/stsb-multi-mt}}
98
+ ```
99
  #### License
100
  https://github.com/PhilipMay/stsb-multi-mt/blob/main/LICENSE
101
  </details>
 
105
  <details>
106
  <summary>Citation and License</summary>
107
 
108
+ #### Citation
109
  See the DOI at the end of this dataset card.
110
  #### License
111
  The `stsb_multi_mt_fr_prompt_sentence_similarity` dataset has the same license as the original dataset from which it is derived.
 
160
  <summary>Citation and License</summary>
161
 
162
  #### Citation
163
+ ```
164
+ @InProceedings{pawsx2019emnlp,
165
  title = {{PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification}},
166
  author = {Yang, Yinfei and Zhang, Yuan and Tar, Chris and Baldridge, Jason},
167
  booktitle = {Proc. of EMNLP},
168
  year = {2019}}
169
+ ```
170
  #### License
171
  The dataset may be freely used for any purpose, although acknowledgement of Google LLC ("Google") as the data source would be appreciated. The dataset is provided "AS IS" without any warranty, express or implied. Google disclaims all liability for any damages, direct or indirect, resulting from the use of the dataset.
172
  </details>
 
297
  <summary>Citation and License</summary>
298
 
299
  #### Citation
300
+ ```
301
+ @InProceedings{conneau2018xnli,
302
  author = {Conneau, Alexis and Rinott, Ruty and Lample, Guillaume and Williams, Adina and Bowman, Samuel R. and Schwenk, Holger and Stoyanov, Veselin},
303
  title = {XNLI: Evaluating Cross-lingual Sentence Representations},
304
  booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing},
305
  year = {2018},
306
  publisher = {Association for Computational Linguistics},
307
+ location = {Brussels, Belgium}}
308
+ ```
309
  #### License
310
  The majority of the corpus sentences are released under the OANC’s license which allows all content to be freely used, modified, and shared under permissive terms. The data in the Fiction genre from Captain Blood are in the public domain in the United States (but may be licensed differently elsewhere).
311
  </details>
 
331
  <summary>Citation and License</summary>
332
 
333
  #### Citation
334
+ ```
335
+ @article{laurer_less_2022,
336
  title = {Less {Annotating}, {More} {Classifying} – {Addressing} the {Data} {Scarcity} {Issue} of {Supervised} {Machine} {Learning} with {Deep} {Transfer} {Learning} and {BERT} - {NLI}},
337
  url = {https://osf.io/74b8k},
338
  language = {en-us},
 
343
  year = {2022},
344
  note = {Publisher: Open Science Framework},
345
  }
346
+ ```
347
  #### License
348
  The `fr_anli` and `fr_wanli` splits are licensed under cc-by-nc-4.0.
349
  The `fr_fever`, `fr_ling` and `fr_mnli` splits are licensed under MIT.
 
411
  <summary>Citation and License</summary>
412
 
413
  #### Citation
414
+ ```
415
+ @inproceedings{bisect2021,
416
  title={BiSECT: Learning to Split and Rephrase Sentences with Bitexts},
417
  author={Kim, Joongwon and Maddela, Mounica and Kriz, Reno and Xu, Wei and Callison-Burch, Chris},
418
  booktitle={Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)},
419
  year={2021}}
420
+ ```
421
  #### License
422
  cc-by-nc-4.0
423
  </details>
 
533
  <summary>Citation and License</summary>
534
 
535
  #### Citation
536
+ ```
537
+ @misc{muennighoff2022crosslingual,
538
  title={Crosslingual Generalization through Multitask Finetuning},
539
  author={Niklas Muennighoff and Thomas Wang and Lintang Sutawika and Adam Roberts and Stella Biderman and Teven Le Scao and M Saiful Bari and Sheng Shen and Zheng-Xin Yong and Hailey Schoelkopf and Xiangru Tang and Dragomir Radev and Alham Fikri Aji and Khalid Almubarak and Samuel Albanie and Zaid Alyafeai and Albert Webson and Edward Raff and Colin Raffel},
540
  year={2022},
541
  eprint={2211.01786},
542
  archivePrefix={arXiv},
543
  primaryClass={cs.CL}}
544
+ ```
545
  #### License
546
  cc-by-nc-4.0
547
  </details>
 
566
  <summary>Citation and License</summary>
567
 
568
  #### Citation
569
+ ```
570
+ @inproceedings{Emelin2021WinoXMW, title={Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution}, author={Denis Emelin and Rico Sennrich}, booktitle={EMNLP}, year={2021} }
571
+ ```
572
  #### License
573
  MIT
574
  </details>
 
640
  <summary>Citation and License</summary>
641
 
642
  #### Citation
643
+ ```
644
+ @misc {abir_eltaief_2023,
645
  author = { {Abir ELTAIEF} },
646
  title = { french_book_reviews (Revision 534725e) },
647
  year = 2023,
648
  url = { https://huggingface.co/datasets/Abirate/french_book_reviews },
649
  doi = { 10.57967/hf/1052 },
650
  publisher = { Hugging Face }}
651
+ ```
652
  #### License
653
  CC0: Public Domain
654
  </details>
 
697
  <summary>Citation and License</summary>
698
 
699
  #### Citation
700
+ ```
701
+ @inproceedings{marc_reviews,
702
  title={The Multilingual Amazon Reviews Corpus},
703
  author={Keung, Phillip and Lu, Yichao and Szarvas, György and Smith, Noah A.},
704
  booktitle={Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing},
705
  year={2020}}
706
+ ```
707
  #### License
708
  https://docs.opendata.aws/amazon-reviews-ml/license.txt
709
  </details>
 
792
  <summary>Citation and License</summary>
793
 
794
  #### Citation
795
+ ```
796
+ Dataset by pragnakalp (2022)
797
+ Hugging Face repository: https://huggingface.co/datasets/pragnakalp/squad_v2_french_translated
798
+ ```
799
  #### License
800
  apache-2.0
801
  </details>
 
820
  <summary>Citation and License</summary>
821
 
822
  #### Citation
823
+ ```
824
+ @ARTICLE{2020arXiv200206071
825
  author = {Martin, d'Hoffschmidt and Maxime, Vidal and Wacim, Belblidia and Tom, Brendlé},
826
  title = "{FQuAD: French Question Answering Dataset}",
827
  journal = {arXiv e-prints},
 
833
  archivePrefix = {arXiv},
834
  eprint = {2002.06071},
835
  primaryClass = {cs.CL}}
836
+ ```
837
  #### License
838
  CC BY-NC-SA 3.0
839
  </details>
 
857
  <summary>Citation and License</summary>
858
 
859
  #### Citation
860
+ ```
861
+ @InProceedings{keraron-EtAl:2020:LREC,
862
  author = {Keraron, Rachel and Lancrenon, Guillaume and Bras, Mathilde and Allary, Frédéric and Moyse, Gilles and Scialom, Thomas and Soriano-Morales, Edmundo-Pavel and Staiano, Jacopo},
863
  title = {Project PIAF: Building a Native French Question-Answering Dataset},
864
  booktitle = {Proceedings of The 12th Language Resources and Evaluation Conference},
 
869
  pages = {5483--5492},
870
  url = {https://www.aclweb.org/anthology/2020.lrec-1.673}
871
  }
872
+ ```
873
+
874
  #### License
875
  MIT
876
  </details>
 
894
  <summary>Citation and License</summary>
895
 
896
  #### Citation
897
+ ```
898
+ Dataset by lincoln (2022)
899
+ Hugging Face repository: https://huggingface.co/datasets/lincoln/newsquadfr
900
+ ```
901
  #### License
902
  CC BY-NC-SA 4.0
903
  </details>
 
1798
  <details>
1799
  <summary>Citation and License</summary>
1800
 
1801
+ #### Citation
1802
+ ```
1803
+ @article{eddine2020barthez,
1804
  title={BARThez: a Skilled Pretrained French Sequence-to-Sequence Model},
1805
  author={Eddine, Moussa Kamal and Tixier, Antoine J-P and Vazirgiannis, Michalis},
1806
  journal={arXiv preprint arXiv:2010.12321},
1807
  year={2020}}
1808
+ ```
1809
+
1810
  #### License
1811
  CC-BY-SA-4.0
1812
  </details>
 
2580
  <details>
2581
  <summary>Citation and License</summary>
2582
 
2583
+ #### Citation
2584
+ ```
2585
+ @misc{fitzgerald2022massive,
2586
  title={MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages},
2587
  author={Jack FitzGerald and Christopher Hench and Charith Peris and Scott Mackie and Kay Rottmann and Ana Sanchez and Aaron Nash and Liam Urbach and Vishesh Kakarala and Richa Singh and Swetha Ranganath and Laurie Crist and Misha Britan and Wouter Leeuwis and Gokhan Tur and Prem Natarajan},
2588
  year={2022},
2589
  eprint={2204.08582},
2590
  archivePrefix={arXiv},
2591
  primaryClass={cs.CL}}
2592
+ ```
2593
  #### License
2594
  Apache 2.0
2595
  </details>
 
2613
  <summary>Citation and License</summary>
2614
 
2615
  #### Citation
2616
+ ```
2617
+ @misc{li2021mtop,
2618
  title={MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark},
2619
  author={Haoran Li and Abhinav Arora and Shuohui Chen and Anchit Gupta and Sonal Gupta and Yashar Mehdad},
2620
  year={2021},
2621
  eprint={2008.09335},
2622
  archivePrefix={arXiv},
2623
  primaryClass={cs.CL}}
2624
+ ```
2625
  #### License
2626
  Unknown
2627
  </details>
 
2688
  <summary>Citation and License</summary>
2689
 
2690
  #### Citation
2691
+ ```@inproceedings{pan-etal-2017-cross,
2692
  title = "Cross-lingual Name Tagging and Linking for 282 Languages",
2693
  author = "Pan, Xiaoman and Zhang, Boliang and May, Jonathan and Nothman, Joel and Knight, Kevin and Ji, Heng",
2694
  booktitle = "Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
 
2699
  url = "https://aclanthology.org/P17-1178",
2700
  doi = "10.18653/v1/P17-1178",
2701
  pages = "1946--1958",}
2702
+ ```
2703
  #### License
2704
  Unknow
2705
  </details>
 
2723
  <details>
2724
  <summary>Citation and License</summary>
2725
 
2726
+ #### Citation
2727
+ ```
2728
+ @inproceedings{tedeschi-etal-2021-wikineural-combined,
2729
  title = "{W}iki{NE}u{R}al: {C}ombined Neural and Knowledge-based Silver Data Creation for Multilingual {NER}",
2730
  author = "Tedeschi, Simone and Maiorca, Valentino and Campolungo, Niccol{\`o} and Cecconi, Francesco and Navigli, Roberto",
2731
  booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2021",
 
2736
  url = "https://aclanthology.org/2021.findings-emnlp.215",
2737
  doi = "10.18653/v1/2021.findings-emnlp.215",
2738
  pages = "2521--2533",}
2739
+ ```
2740
  #### License
2741
  Unknow
2742
  </details>
 
2760
  <details>
2761
  <summary>Citation and License</summary>
2762
 
2763
+ #### Citation
2764
+ ```@inproceedings{tedeschi-navigli-2022-multinerd,
2765
  title = "{M}ulti{NERD}: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation)",
2766
  author = "Tedeschi, Simone and Navigli, Roberto",
2767
  booktitle = "Findings of the Association for Computational Linguistics: NAACL 2022",
 
2772
  url = "https://aclanthology.org/2022.findings-naacl.60",
2773
  doi = "10.18653/v1/2022.findings-naacl.60",
2774
  pages = "801--812",}
2775
+ ```
2776
  #### License
2777
  Unknow
2778
  </details>
 
2797
  <summary>Citation and License</summary>
2798
 
2799
  #### Citation
2800
+ ```
2801
+ @article{NOTHMAN2013151,
2802
  title = {Learning multilingual named entity recognition from Wikipedia},
2803
  journal = {Artificial Intelligence},
2804
  volume = {194},
 
2810
  url = {https://www.sciencedirect.com/science/article/pii/S0004370212000276},
2811
  author = {Joel Nothman and Nicky Ringland and Will Radford and Tara Murphy and James R. Curran},
2812
  }
2813
+ ```
2814
  #### License
2815
  Unknow
2816
  </details>
 
2875
  <summary>Citation and License</summary>
2876
 
2877
  #### Citation
2878
+ ```
2879
+ @inproceedings{nivre-etal-2020-universal,
2880
  title = "{U}niversal {D}ependencies v2: An Evergrowing Multilingual Treebank Collection",
2881
  author = "Nivre, Joakim and de Marneffe, Marie-Catherine and Ginter, Filip and Haji{\v{c}}, Jan and Manning, Christopher D. and Pyysalo, Sampo and Schuster, Sebastian and Tyers, Francis and Zeman, Daniel",
2882
  booktitle = "Proceedings of the Twelfth Language Resources and Evaluation Conference",
 
2888
  pages = "4034--4043",
2889
  language = "English",
2890
  ISBN = "979-10-95546-34-4",}
2891
+ ```
2892
  #### License
2893
  The `fr_gsd`, `fr_partut` and `fr_spoken` splits are licensed under cc-by-nc-4.0.
2894
  The `fr_fqb`, `fr_sequoia` splits are licensed under lgpl.
 
2965
  <summary>Citation and License</summary>
2966
 
2967
  #### Citation
2968
+ ```
2969
+ - (Boudin, 2013) Florian Boudin. 2013.
2970
  [TALN Archives : a digital archive of French research articles in Natural Language Processing (TALN Archives : une archive numérique francophone des articles de recherche en Traitement Automatique de la Langue) [in French]][boudin-2013].
2971
  In Proceedings of TALN 2013 (Volume 2: Short Papers), pages 507–514, Les Sables d’Olonne, France. ATALA.
2972
+ - (Boudin and Gallina, 2021) Florian Boudin and Ygor Gallina. 2021.
2973
  [Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness][boudin-2021].
2974
  In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 4185–4193, Online. Association for Computational Linguistics.
2975
 
2976
  [boudin-2013]: https://aclanthology.org/F13-2001/
2977
  [boudin-2021]: https://aclanthology.org/2021.naacl-main.330/
2978
+ ```
2979
  #### License
2980
  cc-by-4.0
2981
  </details>
 
2998
  <summary>Citation and License</summary>
2999
 
3000
  #### Citation
3001
+ ```
3002
+ - (Boudin, 2013) Florian Boudin. 2013.
3003
  [TALN Archives : a digital archive of French research articles in Natural Language Processing (TALN Archives : une archive numérique francophone des articles de recherche en Traitement Automatique de la Langue) [in French]][boudin-2013].
3004
  In Proceedings of TALN 2013 (Volume 2: Short Papers), pages 507–514, Les Sables d’Olonne, France. ATALA.
3005
+ - (Boudin and Gallina, 2021) Florian Boudin and Ygor Gallina. 2021.
3006
  [Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness][boudin-2021].
3007
  In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 4185–4193, Online. Association for Computational Linguistics.
3008
 
3009
  [boudin-2013]: https://aclanthology.org/F13-2001/
3010
  [boudin-2021]: https://aclanthology.org/2021.naacl-main.330/
3011
+ ```
3012
+
3013
  #### License
3014
  cc-by-4.0
3015
  </details>
 
3033
  <summary>Citation and License</summary>
3034
 
3035
  #### Citation
3036
+ ```
3037
+ - (Boudin, 2013) Florian Boudin. 2013.
3038
  [TALN Archives : a digital archive of French research articles in Natural Language Processing (TALN Archives : une archive numérique francophone des articles de recherche en Traitement Automatique de la Langue) [in French]][boudin-2013].
3039
  In Proceedings of TALN 2013 (Volume 2: Short Papers), pages 507–514, Les Sables d’Olonne, France. ATALA.
3040
+ - (Boudin and Gallina, 2021) Florian Boudin and Ygor Gallina. 2021.
3041
  [Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness][boudin-2021].
3042
  In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 4185–4193, Online. Association for Computational Linguistics.
3043
 
3044
  [boudin-2013]: https://aclanthology.org/F13-2001/
3045
  [boudin-2021]: https://aclanthology.org/2021.naacl-main.330/
3046
+ ```
3047
+
3048
  #### License
3049
  cc-by-4.0
3050
  </details>
 
3104
  <summary>Citation and License</summary>
3105
 
3106
  #### Citation
3107
+ ```
3108
+ - (Boudin, 2013) Florian Boudin. 2013.
3109
  [TALN Archives : a digital archive of French research articles in Natural Language Processing (TALN Archives : une archive numérique francophone des articles de recherche en Traitement Automatique de la Langue) [in French]][boudin-2013].
3110
  In Proceedings of TALN 2013 (Volume 2: Short Papers), pages 507–514, Les Sables d’Olonne, France. ATALA.
3111
+ - (Boudin and Gallina, 2021) Florian Boudin and Ygor Gallina. 2021.
3112
  [Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness][boudin-2021].
3113
  In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 4185–4193, Online. Association for Computational Linguistics.
3114
 
3115
  [boudin-2013]: https://aclanthology.org/F13-2001/
3116
  [boudin-2021]: https://aclanthology.org/2021.naacl-main.330/
3117
+ ```
3118
+
3119
  #### License
3120
  cc-by-4.0
3121
  </details>
 
3138
  <summary>Citation and License</summary>
3139
 
3140
  #### Citation
3141
+ ```
3142
+ - (Boudin, 2013) Florian Boudin. 2013.
3143
  [TALN Archives : a digital archive of French research articles in Natural Language Processing (TALN Archives : une archive numérique francophone des articles de recherche en Traitement Automatique de la Langue) [in French]][boudin-2013].
3144
  In Proceedings of TALN 2013 (Volume 2: Short Papers), pages 507–514, Les Sables d’Olonne, France. ATALA.
3145
+ - (Boudin and Gallina, 2021) Florian Boudin and Ygor Gallina. 2021.
3146
  [Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness][boudin-2021].
3147
  In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 4185–4193, Online. Association for Computational Linguistics.
3148
 
3149
  [boudin-2013]: https://aclanthology.org/F13-2001/
3150
  [boudin-2021]: https://aclanthology.org/2021.naacl-main.330/
3151
+ ```
3152
+
3153
  #### License
3154
  cc-by-4.0
3155
  </details>
 
3173
  <summary>Citation and License</summary>
3174
 
3175
  #### Citation
3176
+ ```
3177
+ - (Boudin, 2013) Florian Boudin. 2013.
3178
  [TALN Archives : a digital archive of French research articles in Natural Language Processing (TALN Archives : une archive numérique francophone des articles de recherche en Traitement Automatique de la Langue) [in French]][boudin-2013].
3179
  In Proceedings of TALN 2013 (Volume 2: Short Papers), pages 507–514, Les Sables d’Olonne, France. ATALA.
3180
+ - (Boudin and Gallina, 2021) Florian Boudin and Ygor Gallina. 2021.
3181
  [Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness][boudin-2021].
3182
  In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 4185–4193, Online. Association for Computational Linguistics.
3183
 
3184
  [boudin-2013]: https://aclanthology.org/F13-2001/
3185
  [boudin-2021]: https://aclanthology.org/2021.naacl-main.330/
3186
+ ```
3187
+
3188
  #### License
3189
  cc-by-4.0
3190
  </details>
 
3203
 
3204
 
3205
  # Citation
3206
+ ```
3207
+ @misc {centre_aquitain_des_technologies_de_l'information_et_electroniques_2023,
3208
+ author = { {BOURDOIS, Loïck} },
3209
+ organization = { {Centre Aquitain des Technologies de l'Information et Electroniques} },
3210
+ title = { Dataset of French Prompts (DFP) (Revision 1d24c09) },
3211
+ year = 2023,
3212
+ url = { https://huggingface.co/datasets/CATIE-AQ/DFP },
3213
+ doi = { 10.57967/hf/1200 },
3214
+ publisher = { Hugging Face } }
3215
+ ```