From a27744edad1eb5f308b0abea26e5a8d4bc4c603a Mon Sep 17 00:00:00 2001
From: Dipam Chakraborty <dipamc77@gmail.com>
Date: Tue, 12 Mar 2024 17:11:17 +0530
Subject: [PATCH] update aicrowd.json
---
aicrowd.json | 8 +++
local_evaluation.py | 166 ++++++++++++++++++++++----------------------
2 files changed, 90 insertions(+), 84 deletions(-)
create mode 100644 aicrowd.json
diff --git a/aicrowd.json b/aicrowd.json
new file mode 100644
index 0000000..5d3b538
--- /dev/null
+++ b/aicrowd.json
@@ -0,0 +1,8 @@
+{
+ "challenge_id": "meta-comprehensive-rag-benchmark-kdd-cup-2024",
+ "authors": [
+ "aicrowd-bot"
+ ],
+ "gpu": true,
+ "description": "(optional) description about your awesome agent"
+}
\ No newline at end of file
diff --git a/local_evaluation.py b/local_evaluation.py
index 775d1cb..87b15e2 100644
--- a/local_evaluation.py
+++ b/local_evaluation.py
@@ -7,89 +7,87 @@ from datetime import datetime
from models.user_config import UserModel
def get_system_message():
- INSTRUCTIONS = """
- You are given a question and the ground truth prediction is correct by comparing to the list of ground truth answers. You should evaluate for Accuracy and Missing.
- - For Missing, check whether the prediction returns any concrete answer. If the prediction is "I don't know", "I don't have enough information to answer", or similar responses, Missing should be True, otherwise Missing should be False.
- - For Accuracy, check whether a prediction is "correct" according to the ground truth answers. If the prediction is correct, Accuracy should be "True"; if the prediction is wrong, Accuracy should be "False". If the ground truth answer contains a number, the prediction needs to predict a number that matches the ground truth answer for the accuracy to be True.\n
- """
-
- IN_CONTEXT_EXAMPLES = """
- You need to check whether the prediction of a question-answering system to a question is Accurate or Missing. You should make the judgment based on a list of ground truth answers provided to you. Your response should be "correct" if the prediction is correct or "incorrect" if the prediction is wrong.
- Examples:
- Question: Who authored The Taming of the Shrew (published in 2002)?
- Ground truth: ["William Shakespeare", "Roma Gill"]
- Prediction: W Shakespeare
- Accuracy: True
- Missing: False
-
- Question: how many seconds is 3 minutes 15 seconds?
- Ground truth: ["195 seconds"]
- Prediction: 3 minutes 15 seconds is 195 seconds.
- Accuracy: True
- Missing: False
-
- Question: Who authored The Taming of the Shrew (published in 2002)?
- Ground truth: ["William Shakespeare", "Roma Gill"]
- Prediction: The author to The Taming of the Shrew is Roma Shakespeare.
- Accuracy: False
- Missing: False
-
- Question: Who played Sheldon in Big Bang Theory?
- Ground truth: ["Jim Parsons", "Iain Armitage"]
- Prediction: I am sorry I don't know.
- Accuracy: False
- Missing: True
-
- Question: What country is Maharashtra Metro Rail Corporation Limited
- located in?
- Ground truth: ["India"]
- Prediction: Maharashtra
- Accuracy: False
- Missing: False
-
- Question: What’s the job of Song Kang-ho in Parasite (2019)?
- Ground truth: ["actor"]
- Prediction: He plays the role of Kim Ki-taek, the patriarch of the Kim
- family. He also plays in the TV Show Friends.
- Accuracy: True
- Missing: False
-
- Question: Which era did Michael Oakeshott belong to?
- Ground truth: ["20th-century philosophy"]
- Prediction: 20th century.
- Accuracy: True
- Missing: False
-
- Question: What the Meta stock price now?
- Ground truth: ["382.63 dollars"]
- Prediction: I apologize, but I couldn't find any information on this.
- Accuracy: False
- Missing: True
-
- Question: How long is the great wall of China?
- Ground truth: ["13171 miles"]
- Prediction: The great wall of China is 13271 miles.
- Accuracy: False
- Missing: False
-
- Question: When did Brian Fleming release his last song?
- Ground truth: ["2023"]
- Prediction: Brian Fleming has not released any songs as a musician. He is a playwright and actor, not a musician. My apologies for the confusion.
- Accuracy: False
- Missing: False
-
- Question: How old is Maria Carrie?
- Ground truth: ["53 year old"]
- Prediction: Could you please provide more context or information about who or what this person or thing is?
- Accuracy: False
- Missing: True
-
- Question: What is the best role of Mayim Bialik?
- Ground truth: ["Amy Farrah Fowler in Big Bang Theory"]
- Prediction: Mayim Bialik is not a known artist. It's possible that you intended to ask about Meryl Streep.
- Accuracy: False
- Missing: True
- """
+ INSTRUCTIONS = """You are given a question and the ground truth prediction is correct by comparing to the list of ground truth answers. You should evaluate for Accuracy and Missing.
+- For Missing, check whether the prediction returns any concrete answer. If the prediction is "I don't know", "I don't have enough information to answer", or similar responses, Missing should be True, otherwise Missing should be False.
+- For Accuracy, check whether a prediction is "correct" according to the ground truth answers. If the prediction is correct, Accuracy should be "True"; if the prediction is wrong, Accuracy should be "False". If the ground truth answer contains a number, the prediction needs to predict a number that matches the ground truth answer for the accuracy to be True.\n
+"""
+
+ IN_CONTEXT_EXAMPLES = """You need to check whether the prediction of a question-answering system to a question is Accurate or Missing. You should make the judgment based on a list of ground truth answers provided to you. Your response should be "correct" if the prediction is correct or "incorrect" if the prediction is wrong.
+Examples:
+Question: Who authored The Taming of the Shrew (published in 2002)?
+Ground truth: ["William Shakespeare", "Roma Gill"]
+Prediction: W Shakespeare
+Accuracy: True
+Missing: False
+
+Question: how many seconds is 3 minutes 15 seconds?
+Ground truth: ["195 seconds"]
+Prediction: 3 minutes 15 seconds is 195 seconds.
+Accuracy: True
+Missing: False
+
+Question: Who authored The Taming of the Shrew (published in 2002)?
+Ground truth: ["William Shakespeare", "Roma Gill"]
+Prediction: The author to The Taming of the Shrew is Roma Shakespeare.
+Accuracy: False
+Missing: False
+
+Question: Who played Sheldon in Big Bang Theory?
+Ground truth: ["Jim Parsons", "Iain Armitage"]
+Prediction: I am sorry I don't know.
+Accuracy: False
+Missing: True
+
+Question: What country is Maharashtra Metro Rail Corporation Limited
+located in?
+Ground truth: ["India"]
+Prediction: Maharashtra
+Accuracy: False
+Missing: False
+
+Question: What’s the job of Song Kang-ho in Parasite (2019)?
+Ground truth: ["actor"]
+Prediction: He plays the role of Kim Ki-taek, the patriarch of the Kim
+family. He also plays in the TV Show Friends.
+Accuracy: True
+Missing: False
+
+Question: Which era did Michael Oakeshott belong to?
+Ground truth: ["20th-century philosophy"]
+Prediction: 20th century.
+Accuracy: True
+Missing: False
+
+Question: What the Meta stock price now?
+Ground truth: ["382.63 dollars"]
+Prediction: I apologize, but I couldn't find any information on this.
+Accuracy: False
+Missing: True
+
+Question: How long is the great wall of China?
+Ground truth: ["13171 miles"]
+Prediction: The great wall of China is 13271 miles.
+Accuracy: False
+Missing: False
+
+Question: When did Brian Fleming release his last song?
+Ground truth: ["2023"]
+Prediction: Brian Fleming has not released any songs as a musician. He is a playwright and actor, not a musician. My apologies for the confusion.
+Accuracy: False
+Missing: False
+
+Question: How old is Maria Carrie?
+Ground truth: ["53 year old"]
+Prediction: Could you please provide more context or information about who or what this person or thing is?
+Accuracy: False
+Missing: True
+
+Question: What is the best role of Mayim Bialik?
+Ground truth: ["Amy Farrah Fowler in Big Bang Theory"]
+Prediction: Mayim Bialik is not a known artist. It's possible that you intended to ask about Meryl Streep.
+Accuracy: False
+Missing: True
+"""
return INSTRUCTIONS + IN_CONTEXT_EXAMPLES
@@ -170,5 +168,5 @@ def evaluate(dataset_path, model_name):
if __name__ == '__main__':
DATASET_PATH = "example_data/"
- MODEL_NAME = "gpt-4"
+ MODEL_NAME = "gpt-4-0125-preview"
evaluate(DATASET_PATH, MODEL_NAME)
\ No newline at end of file
--
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