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LXMERT: Learning Cross-Modality Encoder Representations from Transformers

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Aug 21 2019 Mohit Bansal

Presenting LXMERT at @EMNLP2019 --> https://arxiv.org/abs/1908.07490 (prnc. 'leksmert'). Top3 in GQA & VQA challenges (May2019), Rank1 in VizWiz, & v.strong generalzn to NLVR2 (22% abs jump)! Awesome effort by @HaoTan5! CODE+MODELS all public: https://github.com/airsplay/lxmert; pls use+share! 1/2 https://t.co/WvxRirYGoB
1 replies, 117 likes


Nov 07 2019 Mohit Bansal

Day3 talk2 #EMNLP2019 in 201A–C: @HaoTan5's talk on "LXMERT: Learning Cross-Modality Encoder Representations from Transformers" w. several new visualizations/analyses (+SotA on 3-4 vis-lang tasks) PS. I am hiring *POSTDOCS* & still around all day today+tmrw so pls chat/share!🙂 https://t.co/YiMJ3aMAYt
0 replies, 35 likes


Aug 27 2019 William Wang

https://t.co/Cng1KgTMV0
1 replies, 12 likes


Aug 25 2019 Jin-Hwa Kim

New SotA on VQA (72.5), etc. -- LXMERT: Learning Cross-Modality Encoder Representations from Transformers (Tan & Bansal, EMNLP 2019) https://arxiv.org/abs/1908.07490 https://github.com/airsplay/lxmert
0 replies, 12 likes


Sep 11 2019 Yoav Artzi

Second, we are releasing 2,868 examples (with 800 unique sentences) manually annotated with linguistic categories for more fine-grained evaluation of model performance. https://github.com/lil-lab/nlvr/tree/master/nlvr2#evaluation-scripts Here are the numbers for two recent papers https://t.co/9AmVDdIWpp
0 replies, 8 likes


Sep 12 2019 Mohit Bansal

Useful+interesting categorical and bias analysis (in the thread below) on #NLVR2 --> http://nlvr.ai! Details of LXMERT (pdf and code) --> https://arxiv.org/abs/1908.07490, https://github.com/airsplay/lxmert, https://twitter.com/mohitban47/status/1163978512094715904 @HaoTan5
0 replies, 4 likes


Sep 05 2019 HotComputerScience

Most popular computer science paper of the day: "LXMERT: Learning Cross-Modality Encoder Representations from Transformers" https://hotcomputerscience.com/paper/lxmert-learning-cross-modality-encoder-representations-from-transformers https://twitter.com/mohitban47/status/1163978512094715904
0 replies, 4 likes


Aug 27 2019 Rogue 🌻. Bigham

https://t.co/OwqpzS1Yjx
0 replies, 2 likes


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