8 questions
0
votes
0
answers
24
views
Where is GENIA corpus with annotated uncertainity?
I am looking for the well known GENIA corpus, which annotates events and uncertainity of the events (doubtful, etc.) The old webpage seems not to be available any more. I cannot find a Genia corpus ...
0
votes
0
answers
50
views
Relation Extraction Model returns only one entity instead of entity pairs
I'm working on a relation extraction model task using a transformer-based model. the `pipeline is expected to extract entity pairs along with their labelled relation labels. When I run the evaluation ...
0
votes
1
answer
175
views
Evaluation of entity relation extraction using encoder decoder?
I am working on relation extraction problem using T5 encoder decoder model with the prefix as 'summary'. I have fine tuned the model but i am confuse about the evaluation metrics to evaluate my ...
0
votes
1
answer
201
views
ModuleNotFoundError: No module named 'zero_shot_re'
I try to install $ pip install zero-shot-re however I got the error:
(biomedical-knowledge-graph-venv) C:\Users\User\Documents\GitHub\biomedical-knowledge-graph-nlp>pip install zero-shot-re
...
-1
votes
1
answer
133
views
What does surface form mean in relation extraction?
The term "entity surface form" is repeatedly mentioned in most of relation extraction papers. What does it mean?
For example, in the REBEL paper, the author mentions that "a relation is ...
0
votes
1
answer
178
views
Using GPT-3 to identify relationships in a corpus
I have a corpus of 15K news articles. I would like to train a GPT model (3 or 4) to ingest these texts and then output how the locations, events, actions, participants, and things described in the ...
1
vote
1
answer
2k
views
How can I provide a relation extraction data set including tuple for casual inference using name entity recognition by spacy? [closed]
I have around 7.000 sentences, for which I have done a refined Name-Entity-Recognition (i.e., for specific entities) using SpaCy. Now I want to do relationship extraction (basically causal inference) ...
5
votes
1
answer
310
views
Extract relationship concepts from sentences
Is there a current model or how could I train a model that takes a sentence involving two subjects like:
[Meiosis] is a type of [cell division]...
and decides if one is the child or parent concept ...