From f9a577207f32c16da237df0395ae92fd1297a916 Mon Sep 17 00:00:00 2001 From: Pavan Mandava Date: Wed, 15 Feb 2023 00:26:33 +0100 Subject: [PATCH] Updated presentation slides --- presentation/latex/talk.pdf | Bin 1269253 -> 1268357 bytes presentation/latex/talk.tex | 11 ++--------- presentation/presentation.pdf | Bin 1269253 -> 1268357 bytes 3 files changed, 2 insertions(+), 9 deletions(-) diff --git a/presentation/latex/talk.pdf b/presentation/latex/talk.pdf index b5d9a3b2291a9cc495f59c4b14e6eded6f8195d0..f487d0be37199ee956683f76d42ba9e83c3be8e2 100644 GIT binary patch delta 56203 zcmb5Vb8sL{8}=L9$wnJ(Y}>}hwrv{|+sVex#GgWuvp6Z#J z>bd&r--L9^hBV3gH-h3HfU&ctP7i|702|J0t*F4Ge&6xHuN+v%C-UhL);1Y?@+DHY zBLXj91Jb{Xcx0=@zgRzg-LLzQBbsd}WRnQ^j01GQ;Lq%_I^f|@WUJ9KI=Ks>$$}Dv zJmE1iU?w6^sdu<2qEAiK$txOKBw`43(Q=+Xc~^AF2G-m^X{r^kjH_2kcLuPh01r{m zFk4jG6o((-wX}xO`&y(?6Dzh(ZYq4~+pwgDF+cgqm-pG3f~}?LkTwsK$$FReg-P+A zl|v$1B{#{K)G`g6`qs@lNYs;Z2Z3~d8n)D;tOFUgHculTkhsO zoToWruv=i$Abuad&W3V0wQ^%*28czGQgcD`$l0+lQS+3y4+eV~5#vdd5lkX6ggj6{ z8evkSJByaHLU=@2UCVEpI1*5pLSB#^{wTA1NX?r)+Ypd zJ~>wRsY>UCwXN!($Y5u$EQvMMt8YB2=SScVTM#7T$^Tv`pk|sv+O?F6nZh;8>C|FL zh0+StNCF%qS}hB?ph1gL;xh(cA-4@nG0F=E$4Q*RAM29DBn;zml}5RdP?{?P1BUr` z-wVEr{dO6Mri~TVBwfPK1@t=MdtZQRW0Oa##bl|%Arz)10J%Lc|+Fa)Pl zufA0+dWiD*NG?0Ary?>YiLPxi(Y2C)or>tdJOVn4=fMbLj!$f0Qf?^FIhkfC%A7gy z%`lM)Q6{m0(7sx2qS(R@TDjXQR?9Ue)RtW1S?n7GvRo@_v?0G&bA})_y;STNrR8Ke zq!DrC@`y{i>2BS7ct5-6UH>r&VEqJoCN*m~= zU$Y)Jv~1^{0yI{m(H4|pD-J||)H?TbYu}u~n|~!*H0NCkWH=2+Oh1=dSm8hju*4Q$ z{x#EYii0cA!RdG6hn`vSH^<`Cp0*L%l8F98mami>j;eF8y>`zj-l@S6Ec9yV1t2C-R_n5urZd3;GRmhDW6M|w%>QD{kr(eK`y z^)k@coi-9}{UjE=)|L@;m!UCyxw5-YK3AG*Z!3KsRCN)+p1=gl=cH5bZ|cI6c;F#@ zbG^6^V#(e+uL;%?0eLjYh8xHlyw^cvC7JWx9+n}qc)i&GDbN1LtgLU2V-o$N>M?A^ z3*NZFk^Snapsx5UDzhy=n{6BHH!J;%mNCF-sd32d`1CB(>G5b-VC`4SYdvhu20`eQ zg&kZ_39dn6Z-!hrI?M(vSOeHbCN$`o9%qNUh>4=y;qZA)^+^Go{L)&G7Ai>!H@1gX z&07!wc?vt{1Q>Ld>h$pMfM%^`})P9D2=t1caF7winmk#p=8c5?pu~m~fo-Qq z4g?hxZ5WVt@qGWDn3J=i2<=Np&i$4Xgq++8E_MOVwl7GS1oA{nfHwMOSeDZZ)6Va{ z7~%?D`=+Q3AWDVj;dVCso!Ab>L{aown1jec1PkP$XKi)XB~Ar}jN8a(C`|-*rlICl z0k>VorHCibE0*Fs9=nov`}z3bWjuWbT^%oH;Q7+X8C=f2bRYIWxS#0E7Z=-@h6quR z>h{6|7phiY_pTkkRR3lFo>6AlniZT^fxQ+Iw

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b/presentation/latex/talk.tex @@ -86,7 +86,6 @@ \begin{itemize} \item Ontology of domains \begin{itemize} - \item Represents knowledge \& information required for specific tasks \item Contains pre-defined set of slots and all possible values for each slot \item Some Neural-based models solve the DST as classification task \end{itemize} @@ -113,7 +112,6 @@ \begin{itemize} \item New way of efficiently using the generation capabilities of PLMs to solve different language tasks \item Downstream task is converted to a textual prompt and given as input, the PLM directly generates the outputs from prompts - \item Prompting methods can be effectively used under \textsl{zero-shot} and \textsl{few-shot} settings when there's not enough training data \item GPT-3 \parencite{brown2020gpt3}, Few-shot Bot \parencite{madotto2021fsb}, \textsc{PET} \parencite{schick2021pet} explored prompt-based methods for several tasks \end{itemize} \end{itemize} @@ -128,7 +126,6 @@ \end{figure} \vspace{-4pt} \begin{itemize} - \item Prompt Types: \textsl{prefix} \& \textsl{cloze} prompts \item Prompt selection: manual, discrete, \& continuous prompts \item Training strategy: Fixed-prompt LM Fine Tuning \begin{itemize} @@ -159,8 +156,7 @@ \end{itemize} \item Research Objectives \begin{itemize} - \item Can the dialog states be extracted from the PLM using prompts? - \item Can the prompt-based methods learn the DST task under low-resource settings without depending on the ontology of domains? + \item Can the prompt-based methods learn the DST task efficiently under low-resource settings without depending on the ontology? \item Compare prompt-based approach with the baseline model \item Identify the drawbacks \& limitations of prompt-based approach \item Can different multi-prompt techniques help improve the performance of DST task? @@ -184,7 +180,6 @@ \item Six data splits are created to perform few-shot experiments \begin{itemize} \item Different proportions of dialogues in each split - \item All the five domains are evenly distributed in each split \end{itemize} \end{itemize} @@ -253,9 +248,7 @@ \end{table} \begin{itemize} - \item The pre-trained Soloist is used to fine-tune the prompting methods - \item All MultiWOZ data splits are used in the fine-tuning phase \item Loss function for value-based prompt $$\mathcal{L}=-\sum_{t}^{|D|} \log P\left(s_{t} \mid c_{t}, f\left(v_{t}\right)\right)$$ \item Loss function for inverse prompt @@ -435,7 +428,7 @@ \end{block} \begin{itemize} - \item Open-ended generation + %% \item Open-ended generation \item Susceptible to generating random slot-value pairs \item Repeated slot-value generations \item From the above example: diff --git a/presentation/presentation.pdf b/presentation/presentation.pdf index b5d9a3b2291a9cc495f59c4b14e6eded6f8195d0..f487d0be37199ee956683f76d42ba9e83c3be8e2 100644 GIT binary patch delta 56203 zcmb5Vb8sL{8}=L9$wnJ(Y}>}hwrv{|+sVex#GgWuvp6Z#J z>bd&r--L9^hBV3gH-h3HfU&ctP7i|702|J0t*F4Ge&6xHuN+v%C-UhL);1Y?@+DHY 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