ChatGPT as a Giant Language Mannequin, is well-known for understanding human languages. As a substitute of asking ChatGPT for a solution you don’t know, you can also make it work on current data whereas leveraging the pure language understanding (NLU) functionality. On this submit, you’ll study
- Methods to make ChatGPT produce a abstract from a protracted textual content
- Methods to make ChatGPT extract key data from a passage
Get began and apply ChatGPT with my ebook Maximizing Productiveness with ChatGPT. It gives real-world use circumstances and immediate examples designed to get you utilizing ChatGPT rapidly.
Let’s get began.
Utilizing the Pure Language Understanding Functionality of ChatGPT.
Image generated by the writer utilizing Steady Diffusion. Some rights reserved.
Overview
This submit is split into three sections; they’re:
- You AI Secretary
- Extracting Unstructured Data
- Methods to Use ChatGPT for NLU
Your AI Secretary
Think about you’ve a gathering transcript with conversations between totally different individuals. The transcript can be an effective way to verify how a conclusion is reached by monitoring the dialogue, however assembly minutes ought to be simpler to learn the choice. You may ask ChatGPT to provide the assembly minute from a transcript.
Let’s take into account 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, checklist out the individuals, agenda, key choices, and motion objects.
>> 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 instructed 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 a hundred and twenty fifth sequence decision authorizing the issuance of as much as 1.6 billion of fiscal 23 sequence D future tax-secured bonds.Key Selections:
1. Approval of the minutes of the committee’s final assembly.
– The minutes have been reviewed and permitted unanimously.2. Decision recommending the Board of Administrators approve the a hundred and twenty fifth sequence decision authorizing the issuance of as much as 1.6 billion of fiscal 23 sequence 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 permitted.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 a hundred and twenty fifth sequence decision authorizing the issuance of as much as 1.6 billion of fiscal 2023 sequence D future tax-secured bonds.Key Selections:
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 permitted.2. Approval of the minutes of the final board assembly.
– The minutes have been reviewed and permitted unanimously.3. Approval of the a hundred and twenty fifth sequence decision authorizing the issuance of as much as 1.6 billion of fiscal 2023 sequence 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 permitted.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 concerning the assembly reminiscent of dates, occasions, and places. Please fill within the lacking data primarily based on the context and necessities of the group.
The minutes are a lot tidier than the transcript and simpler to learn. One specific truth is that this transcript is 2 conferences scheduled as one and you’ll pay attention to that from the minutes. Nevertheless, you should still want to shine it if you want it in a selected format. Some data that ought to seem within the minute however not obtainable from the transcript is changed with a placeholder that it’s good to fill in. This shouldn’t be very troublesome in comparison with summarizing the transcript.
ChatGPT can do that job simply as a result of it’s educated to grasp language, and it might probably extract key data. You can also make it a useful secretary with an acceptable immediate to instruct ChatGPT to breed the important thing data 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 might wish to break down the transcript into a number of chunks and let ChatGPT summarize every first. Then mix the summarized outcome to generate the minutes.
Extracting unstructured data
As a result of ChatGPT can perceive textual content, you need to use it to extract unstructured data. Unstructured data is these immersed in paragraphs of texts, opposite to lists and tables. Because it has no trivial sample, it isn’t simple to look.
You may leverage the language understanding functionality of ChatGPT that can assist you extract unstructured data and produce a listing. Let’s take into account 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 immediately 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. Sturdy 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 the rest of 2022, notably 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 12 months of accomplishments and openings for the Port Authority’s redevelopment initiatives 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 12 months, we now have seen the regular return of airport passengers and in addition the nice shock on their faces after they see the brand-new, world-class air amenities 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 aim is to supply air passengers who journey by 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.”
LaGuardia Airport reached substantial completion earlier this 12 months of its $8 billion public-private transformation, making it the primary new main airport in-built america within the final 25 years. The brand new airport was in-built phases to make sure that it remained totally operational and by no means misplaced capability all through building. This 12 months all passenger amenities on the new Terminal B opened, in addition to Delta’s new Terminal C and the newly rebuilt roadway community. The brand new airport has received reward from passengers for its twenty first century design, facilities and buyer expertise, and awards and accolades from revered trade teams worldwide.
Newark Liberty Worldwide Airport additionally celebrated a key milestone in November 2022 with the ribbon-cutting of its new Terminal A, which options roughly 1 million sq. ft of house and 33 gates to deal with bigger plane, in addition to a modernized common-use check-in space, safety and baggage declare areas anticipated to effectively deal with an estimated 13.6 million passengers a 12 months. The Port Authority additionally introduced a world-class grasp planner to steer the transformation of the complete airport. The brand new Terminal A is predicted to open for service in early 2023.
At John F. Kennedy Worldwide Airport, the Port Authority reached monetary shut on two new terminals – Terminal One and Terminal 6 – and accomplished the enlargement of Terminal 8 with roughly 130,000 sq. ft of further and refurbished house. The enlargement marked step one within the transformation of JFK Airport and allowed British Airways to maneuver from its long-time house within the 50-year-old Terminal 7 to co-locate with American Airways in Terminal 8. Terminal 7 can be demolished to clear house for a brand new Terminal 6 that can start building early subsequent 12 months. The $1.5 billion enlargement of Terminal 4 can also be underway, having damaged floor in December 2021.