ChatGPT as a Massive Language Mannequin, is well-known for understanding human languages. As an alternative of asking ChatGPT for a solution you don’t know, you may make it work on current info whereas leveraging the pure language understanding (NLU) functionality. On this put up, you’ll be taught
- How one can make ChatGPT produce a abstract from a protracted textual content
- How one can make ChatGPT extract key info from a passage
Get began and apply ChatGPT with my guide Maximizing Productiveness with ChatGPT. It supplies real-world use circumstances and immediate examples designed to get you utilizing ChatGPT shortly.
Let’s get began.
Utilizing the Pure Language Understanding Functionality of ChatGPT.
Image generated by the creator utilizing Steady Diffusion. Some rights reserved.
Overview
This put up is split into three sections; they’re:
- You AI Secretary
- Extracting Unstructured Data
- How one can Use ChatGPT for NLU
Your AI Secretary
Think about you’ve gotten a gathering transcript with conversations between completely different individuals. The transcript could be an effective way to verify how a conclusion is reached by monitoring the dialogue, however assembly minutes must be simpler to learn the choice. You may ask ChatGPT to supply the assembly minute from a transcript.
Let’s think about the transcript right here. An excerpt is as follows:
>> GOOD MORNING, EVERYBODY. I’M MICHAEL STERN, DELEGATE FOR COMPTROLLER BRAD LANDER AND CHAIR OF THE FINANCE COMMITTEE OF THE NEW YORK CITY TRANSITIONAL FINANCE AUTHORITY. AS A REMINDER, PLEASE KEEP YOUR FILMS MUTED UNLESS SPEAKING. I’LL NOW CALL TO ORDER A MEETING OF THE FINANCE COMMITTEE. RITA, COULD YOU PLEASE CALL THE ROLL?
…
>> THANK YOU, EVERYBODY. HAVE A GREAT WEEKEND.
>> HAVE A GREAT WEEKEND.
>> THANK YOU.
This isn’t a protracted assembly, however the transcript spans a number of pages. You may summarize the transcript into 1-page minutes utilizing the next immediate:
As an skilled secretary, please summarize the assembly transcript beneath to assembly minutes, listing out the individuals, agenda, key choices, and motion gadgets.
>> GOOD MORNING, EVERYBODY. I’M MICHAEL STERN, DELEGATE FOR COMPTROLLER
BRAD LANDER AND CHAIR OF THE FINANCE COMMITTEE OF THE NEW YORK CITY
TRANSITIONAL FINANCE AUTHORITY. AS A REMINDER, PLEASE KEEP YOUR FILMS
MUTED UNLESS SPEAKING. I’LL NOW CALL TO ORDER A MEETING OF THE FINANCE
COMMITTEE. RITA, COULD YOU PLEASE CALL THE ROLL?…
>> THANK YOU, EVERYBODY. HAVE A GREAT WEEKEND.
>> HAVE A GREAT WEEKEND.
>> THANK YOU.
Within the immediate, you supplied the transcript and advised ChatGPT what to incorporate within the output to make sure all key particulars are included. The next is what ChatGPT produced:
Assembly Minutes
Assembly: Finance Committee Assembly
Date: [Insert Date]
Time: [Insert Time]
Location: [Insert Location]Members:
– Michael Stern (Delegate for Comptroller Brad Lander and Chair of the Finance Committee)
– David Womack (Representing Director Jacques Jiha)
– Diana Beinart (Representing Commissioner Preston Niblack)
– Louann Koziol (Representing Commissioner Thomas Foley)
– Hector German (Representing Speaker Adrienne Adams)Agenda:
1. Approval of the minutes of the committee’s final assembly.
2. Decision recommending the Board of Administrators approve the one hundred and twenty fifth collection decision authorizing the issuance of as much as 1.6 billion of fiscal 23 collection D future tax-secured bonds.Key Choices:
1. Approval of the minutes of the committee’s final assembly.
– The minutes had been reviewed and accredited unanimously.2. Decision recommending the Board of Administrators approve the one hundred and twenty fifth collection decision authorizing the issuance of as much as 1.6 billion of fiscal 23 collection D future tax-secured bonds.
– The decision was introduced, and the anticipated breakout of the subseries was supplied.
– The committee members voted in favor of the decision unanimously, and it was accredited.Motion Objects:
1. None talked about within the transcript.Adjournment:
– The Finance Committee assembly was adjourned.—
Assembly: Board of Administrators Assembly
Date: [Insert Date]
Time: [Insert Time]
Location: [Insert Location]Members:
– David Womack (Delegate for Finances Director Jacques Jiha and Chair of the Board of Administrators)
– Diana Beinart (Representing Commissioner Preston Niblack)
– Michael Stern (Representing Comptroller Brad Lander)
– Louann Koziol (Representing Commissioner Thomas Foley)
– Hector German (Representing Speaker Adrienne Adams)Agenda:
1. Decision to permit distant conferences throughout a state of emergency associated to COVID-19.
2. Approval of the minutes of the final board assembly.
3. Approval of the one hundred and twenty fifth collection decision authorizing the issuance of as much as 1.6 billion of fiscal 2023 collection D future tax-secured bonds.Key Choices:
1. Decision to permit distant conferences throughout a state of emergency associated to COVID-19.
– The decision was proposed to permit distant conferences whereas a state of emergency associated to COVID-19 is in impact within the metropolis.
– The board members voted in favor of the decision, and it was accredited.2. Approval of the minutes of the final board assembly.
– The minutes had been reviewed and accredited unanimously.3. Approval of the one hundred and twenty fifth collection decision authorizing the issuance of as much as 1.6 billion of fiscal 2023 collection D future tax-secured bonds.
– The decision was introduced, and the committee’s advice was talked about.
– The board members voted in favor of the decision unanimously, and it was accredited.Motion Objects:
1. None talked about within the transcript.Adjournment:
– The Board of Administrators assembly was adjourned.Notice: The transcript supplied doesn’t embrace particular particulars in regards to the assembly corresponding to dates, instances, and areas. Please fill within the lacking info primarily based on the context and necessities of the group.
The minutes are a lot tidier than the transcript and simpler to learn. One explicit reality is that this transcript is 2 conferences scheduled as one and you may concentrate on that from the minutes. Nevertheless, you should still want to shine it if you want it in a selected format. Some info that ought to seem within the minute however not accessible from the transcript is changed with a placeholder that you should fill in. This shouldn’t be very tough in comparison with summarizing the transcript.
ChatGPT can do that job simply as a result of it’s skilled to grasp language, and it may well extract key info. You can also make it a useful secretary with an applicable immediate to instruct ChatGPT to breed the important thing info in a selected format.
Nonetheless, some conferences are prolonged. The transcript could also be very lengthy and would hit the context size restrict in ChatGPT. In that case, ChatGPT will refuse to proceed. You could need to break down the transcript into a number of chunks and let ChatGPT summarize every first. Then mix the summarized consequence to generate the minutes.
Extracting unstructured info
As a result of ChatGPT can perceive textual content, you need to use it to extract unstructured info. Unstructured info is these immersed in paragraphs of texts, opposite to lists and tables. Because it has no trivial sample, it isn’t straightforward to go looking.
You may leverage the language understanding functionality of ChatGPT that can assist you extract unstructured info and produce an inventory. Let’s think about the next instance:
Learn the next textual content, and reply the next:
1. What’s the newest passenger rely?
2. What’s the date referenced for this quantity?
3. What number of passengers it has earlier than?
4. What was the date referenced for the earlier quantity?Textual content:
The Port Authority of New York and New Jersey right now introduced that for the primary time because the begin of the COVID-19 pandemic, month-to-month air passenger ranges throughout the company’s regional airports surpassed pre-pandemic volumes.
In November, the Port Authority’s airports dealt with a complete of 11 million passengers, which was 102 p.c of pre-COVID November 2019 volumes. Robust demand for air journey in November was pushed primarily by home vacationers throughout Thanksgiving, when 8 p.c extra vacation passengers flew to U.S. locations in comparison with Thanksgiving 2019.
The Port Authority additionally forecasts demand for air journey will stay excessive by way of the rest of 2022, significantly in the course of the 11-day interval starting Friday, Dec. 23, 2022, to Monday, Jan. 2, 2023.
The evident return to air journey within the bistate area caps a yr of accomplishments and openings for the Port Authority’s redevelopment tasks at its three main regional airports. It’s a stark distinction to the nadir of the pandemic in 2020, when volumes on the three main airports declined steeply to only a quarter of its pre-pandemic volumes.
“We’re extraordinarily gratified to see our airports at pre-pandemic ranges after greater than two years of a worldwide pandemic that left us homebound and crammed with wanderlust,” stated Port Authority Chairman Kevin O’Toole. “All through this yr, we now have seen the regular return of airport passengers and in addition the nice shock on their faces once they see the brand-new, world-class air services that await them. We sit up for welcoming thousands and thousands extra passengers within the coming weeks as individuals rejoice the vacations with family members.”
“The truth that November 2022 aviation volumes surpassed pre-pandemic November 2019 numbers demonstrates that our historic investments within the area’s airports are critically necessary,” stated Port Authority Government Director Rick Cotton. “Our objective is to supply air passengers who journey by way of our airports with a world-class twenty first century journey expertise, and to contribute to the rising resurgence within the area’s economic system post-COVID.”