From b7cf5b15500ecb72e0e51dff925638b5db940b1f Mon Sep 17 00:00:00 2001 From: Igor Shalyminov Date: Wed, 4 Mar 2020 19:09:52 +0000 Subject: [PATCH] README.md updated --- README.md | 12 ++++++++++-- img/grtr.png | Bin 0 -> 173834 bytes 2 files changed, 10 insertions(+), 2 deletions(-) create mode 100644 img/grtr.png diff --git a/README.md b/README.md index eb69b81..d997899 100644 --- a/README.md +++ b/README.md @@ -1,10 +1,12 @@ **GRTr**: **G**enerative-**R**etrieval **Tr**ansformers == -Code for the paper ["Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation"](https://drive.google.com/file/d/19ifYuZofZMslocQzhICgGXTHFk90b58f/view). +Code for the paper ["Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation"](https://arxiv.org/abs/2003.01680) [[slides](https://drive.google.com/open?id=1YYxBoXJz7-AxyOUS4L1slOTf8wOVlE0n)]. By [Igor Shalyminov](https://ishalyminov.github.io/), [Alessandro Sordoni](https://www.microsoft.com/en-us/research/people/alsordon/), [Adam Atkinson](https://www.microsoft.com/en-us/research/people/adatkins/), [Hannes Schulz](https://www.microsoft.com/en-us/research/people/haschulz/). +![Model diagram](./img/grtr.png) + Installation ------------ @@ -24,7 +26,13 @@ For mixed precision training: ```bash $ pip install git+https://github.com/nvidia/apex ``` - + +Datasets and experimental setup +-------- + +- [MetaLWOz](https://www.microsoft.com/en-us/research/project/metalwoz/) [[paper](https://www.microsoft.com/en-us/research/publication/multi-domain-task-completion-dialog-challenge/)] +- [baselines and task info](https://github.com/microsoft/dstc8-meta-dialog) + Training a base GPT-2 model on MetaLWOz -------- diff --git a/img/grtr.png b/img/grtr.png new file mode 100644 index 0000000000000000000000000000000000000000..00ebcad760f2de5f0479d2066ae9d4bc193e0147 GIT binary patch literal 173834 zcmeFZi946=+67!GnM#s*DwQ&3o`;AMk})z5kts8oqB2iOA*5s;GZdL+R+5<%$&g4Y zgpl;D-?Mjnzwhz=1K)9cujAOyv+Kd{zOU;#&vTt?t@8@kP(QPWjFD{HwrzXPDl2Mj z+eS>eZQG7Pk{$RPFR4$m_}6wftuqSSin^FT;}1J8%b%0qwyiXVeA9dv{!Hque9>*& zHkMGr|F*|WFIsKe_9yGCqP&im$^84>`Z{ORMYrnye6RWSzK-d#=T&PxC8hM^T=Kg} zZ&DHECbp-zbxF*mP+Ol7FgvZJv`ZlEX4t`l@<)`rNaBMeHR*V%ExUnU%GZ z9uFjSJ#I}6)x6IMIChx*-(MSHwp4$=t~Hf~{r!?PH&FchmCDci_uJFYC({1?_TFP^ zk$=B^mO5MM@3$|L_W%8M_Kl$b`}JY}w>UTt|DQTJ=}XF4eeE%9sj}BLwtoL=ZEcM( zNSgos>u2tHW#!w-M$UJGH&e`m=vyp!(Q{lrQY7&3RddsT^lQ3q&()zoF^1Ed35{(zm3(|J32aATK-sDw8Uo%UG7RD z-ovPtBzROvNLy1k`R2`=8E0ZVzm0ltt}TX#hey0~+W+sEOD~Sr=c#v|xS5e**`Iyx zzKFdw$7Nev+bdVz*I)CU4=OgQO5b2*;4;m#)%5gSy?yAEySw|la{GG;2^{$7`s}jf za&iHSldT?e1EnP;B;@4U1O9ja2K}`wEf$NP`*ZFK+gjMz4A)%!Ztl94=J93d^y$<1 zXDemsUY3mnIk^=jm2;6LJ~Lep?n`?w^=6#m-t_C&o3~eqbUr8Wz_vg8>u~Ae!-r34 z{yJyz?>w_yu9>a$*r0rAaq;YJ-=E)%6%||FKD|6r;Z&TF(VwMC7Z4E8x?QJ8tDn80 z`{m1*`63@46?5`pDRvn3&(F_0Nvm4@&tJ8=x>{`d{K7RAD$!;!$5ESs+}NU`Zy|e_ z4wUN@J?Ue=Sl+?8?Y9&#&*u>G*VfiFO%$nx4klsEZ{$kGyTt^Hl}R8%+QRIf3*Yierx_(*m|HjW!zym+y+wA9?(9Dg@Fa_o z!Y8vz9L4v^ojG&HQd0bc3D=ie`Xiri_M5Ydd$_s^T8FkJQq6I%pA~bz^WXt51?%re z6;EjQabLd|bXhOW&FFC9p-+*PuO#j%A5l4bw$Z(3e~$9Gb4oMu=Og(uqM|4|NnYI~ zD)p)KtbD6;??7Z;t+_M%rqLYHvyxi<;mu7yp4bxi$_@QX%r|Lzj6PzimaiYW;X0Hr zLoPzU&5qx|{AjOS2yfxGIRUz~B#!CmpsMlR%TX$7v^m;epIiTTKRM-iRg{%y2Mg}q zy4BSbOs@N!gPCb%raSdJ&Rb`qfX%k4_82+Wk0h%T&&@7J3YdMlW#0Kv#<%B@{QH`# zY?AJ?&#sJMe+QPr5NSn5RZE>oLV0<4h#$k}{=ZAin^PV<*iAuyJylcN&g6DVir>oI zposlY6thI%;9&Wg7}n-c$}@k4Be)G-^i$9G6&u$)b9^sZJ2yGWPGLFK7EQ@2t+9u5 zC%v1F&cIlmufQVyks%-{=e2O~g4s~v#bn#w^&c|=*9|Ki^SVef4C;JD)FVExt*!AG zKBJ&+bmz}|Aayk)B*e~NL~3uq=9)lt(?NlI{=YX~-xvGd5zk$zg>ZQH#Of6i$ANRN zu9L?lB!tA8+0pwU@A$0FOV|w@=Xvz}`SW)SF4fn5tzH?cW#CSYi*sL{f14z9dD7Lg z9zWR@+_Ndkznq$sl|DqMUvyUjRDf$2_>n+D%Cek++eVJ$5Z?Qy1M%MVP3-YPF4(OErUvcKY zmyGPmlP7|rqGMHVIq4TzY0TLoW%xx06A}`PYdmqro4SdKiGO^0-E3meTja`ry`kZx zLze*Y@=&Q|d)EW0`}gm^$=5AFR1V)RaEy;(l`+79KrWvjsh|unFf^PR`1-C~NKh~z zzYhQPp|p2;!c{Zwdap%`<*11?8OiT`S&_lPO3fjAOzV7(mc=R`u@Mc}@)HsgQroG0 zy5jmFbNVaq%HBQ?2=MfL)k*19wJoF&5Xi@bs6V$4p|5(!Q(nSXldPC7Z&W z95MSLp244LuOCR!tEUkT|^=rn_Be!nd637BMDnD61Ie$IFFz++$&ECWzV!8_7Z&mu z9UP^JW)wlBc-YzHFTA<*DuH*_d$`1$l$2EARe@gdq<+-y<^~1VU1I#n^-(% zx>yE(G0d#|{MjDdW_GeNw&X>2b~Zh+PeZh@|K=JJQtNh+|CYCN7j3Eh8yvj{^L2-R zTU7j+?LC~v`qk+}{re(gDF>Sz^#>7O7k|ujm#%+!9`O9Z0~XN=`=P@1^w(F^)H+eb zOMkS>uFs?f_%D5Y`Sfx((u$zpnsZ9^)$e29$Lh3&e<#wGJG^~@I?(i%01p->PC0bB ztop3XMKg)1uW-+0q^FmB6%!PEQd;`9(q-zgVMUJwu^-MGmX|Z|ab;yCl14^SdHD*; zuj5#4xQw(>rSo={^s&*=(dOn1qtG(w!pl17K%%6Jay*>`HTV&?)QA#55nxfj)K~I@N`f-rCyQ+3mqtB`e6QIR8{7S8(#o$Q>PjPuv7{gw|T-bGBz^+6$6{