update typos

app.py

@@ -10,11 +10,11 @@ from utils import get_resources, LANGUAGES, translate
 import streamlit as st
 
 st.set_page_config(
-    page_title="Text-to-AMR demo by Bram Vanroy",
+    page_title="Multilingual text-to-AMR demo by Bram Vanroy",
     page_icon="👩‍💻"
 )
 
-st.title("👩‍💻 Multilingual text to AMR")
+st.title("👩‍💻 Multilingual text-to-AMR")
 
 if "text" not in st.session_state:
     st.session_state["text"] = ""
@@ -107,7 +107,7 @@ st.markdown("""
 st.markdown("""[Abstract meaning representation](https://aclanthology.org/W13-2322/) (AMR) 
 is a semantic framework to describe meaning relations of sentences as graphs. In the SignON project, AMR is used as
  an interlingua to translate between modalities and languages. To this end, I built MBART models for the task of 
- generating linearized AMR representations from an input sentence, which is show-cased in this demo.
+ generating AMR representations from an input sentence, which is show-cased in this demo.
 """)
 
 

utils.py

@@ -3,12 +3,12 @@ from typing import Tuple, Union, Dict, List
 from multi_amr.data.postprocessing_graph import ParsedStatus
 from multi_amr.data.tokenization import AMRTokenizerWrapper
 from optimum.bettertransformer import BetterTransformer
+import penman
 import streamlit as st
 import torch
 from torch.quantization import quantize_dynamic
 from torch import nn, qint8
 from transformers import MBartForConditionalGeneration, AutoConfig
-import penman
 
 
 @st.cache_resource(show_spinner=False)