Labor Market Signals: The Role of Large Language Models https://d.repec.org/n?u=RePEc:tiu:tiucen:a808b376-b6ae-4b5f-8a35-57fe320619eb&r=&r=ain
"… Access to LLMs improves the quality of cover letters by more than 0.2 standard deviations, as evaluated by recruiters
… effects are stronger for lower-quality applicants, thus reducing the dispersion in quality of the cover letters, hence reducing their value as a signal of the applicant’s true ability
… the LLM-induced improvements in the cover letter do not increase the job-seeker’s likelihood to get invited to an interview
… there is substantial heterogeneity: while the evaluation of low and medium-quality cover letters do not differ, recruiters evaluate high-quality cover letters written without #LLM assistance more highly and are more likely to invite the applicant to the next stage of the recruitment process.
… LLM usage consistently reduces overall welfare by distorting labor market #matching: lower-ability applicants appear more skilled than they are, placing them in roles demanding higher qualifications, while genuinely high-quality applicants become mismatched into positions for which they are overqualified"
#LaborMarkets #AI #Signaling
#matching
#statstab #367 Matching in R: Propensity Scores, Weighting (IPTW) and the Double Robust Estimator
Thoughts: A guide on common adjustments for observational studies.
#r #observational #iptw #matching #weights #doublerobust #guide #causalinference
https://www.franciscoyira.com/post/matching-in-r-3-propensity-score-iptw/
Eine dezentral ausgerichtete Einwanderungspolitik in der Bundesrepublik Deutschland als Beitrag zur Stabilisierung schrumpfender Regionen
Video-Präsentation der dazugehörigen Dissertation von 2024:
https://clip.place/w/9F1Yp7rF5LyYk4a3WBeZCh
#politik #deutschland #immigration #migration #einwanderung #zuwanderung #migrationswissenschaften #wissenschaft #promotion #universität #bildung #politikde #matching #raumplanung #geographie #geografie
Tinder has plans to become less focused on hookups #EconTwitter #dating #internet #matching
http://marketdesigner.blogspot.com/2025/05/tinder-has-plans-to-become-less-focused.html
Современные подходы к матчингу товаров с использованием LLM. Опыт в e-commerce
Привет, Хабр! Меня зовут Виталий Кулиев и я Data Science Tech Lead из Wildberries. На конференции HighLoad++ 2024 поделился опытом своей команды в решении задачи матчинга товаров с помощью больших языковых (LLM) и визуально-языковых (VLM) моделей.
https://habr.com/ru/companies/oleg-bunin/articles/911210/
#llm #matching #product_matching #машинное_обучение #ai #wb #wbtech #матчинг #матчинг_товаров #data_science
🎉🤓 Breaking news from the land of tech giants: apparently, working at #Google involves *complex systems*—who would've guessed?! Our intrepid coder bravely tackles the mind-boggling task of... driver-passenger #matching, because clearly, solving world hunger was just too easy. 🚀🙄
https://www.thecoder.cafe/p/complex-systems #technews #coding #humor #driverpassenger #complexsystems #HackerNews #ngated
Matching Theory and Market Design: conference in Sicily. #EconTwitter #conference #italy #kidneyexchange #marketdesign #matching
Dating sites as matching markets: Bumble reimagined #EconTwitter #congestion #dating #matching
http://marketdesigner.blogspot.com/2025/05/dating-sites-as-matching-markets-bumble.html
My apologies for addicting you to a simple little game with chickens.
#game #chicken #matching #addictive
✍️An Intelligent Pattern #Matching approach with #Deep Hypersphere Model for #Secure Big Data Storage in #Cloud Environment #by K R Remesh Babu, Saritha S, Preetha K G, Sangeetha U and Sminu Izudheen
🔗https://cspub-ijcisim.org/index.php/ijcisim/article/view/532/509
Technology and the health care labor force--perfusionists #EconTwitter #healthcare #hearts #matching
http://marketdesigner.blogspot.com/2025/03/technology-and-health-care-labor-force.html
Perfect Fit (2024) [1 min] by Marc-Antoine Charland | #Canada
https://www.youtube.com/watch?v=h8jddDWUtdM
#2D #2DAnimation #AnimatedShort #AnimatedShortOfTheDay #Animation #PerfectFit #Matching #Québec #ÉcolePivaut #Fox #Clothing
Stable Matching with Interviews, by Ashlagi, Chen, Roghani and Saberi #EconTwitter #algorithms #congestion #interviews #matching
http://marketdesigner.blogspot.com/2025/02/stable-matching-with-interviews-by.html
Just made this review of #Matching with #TaoTsuchiya #TettaSugimoto #SeiMatobu #ReikoKataoka #DaisukeSakuma #NobuakiKaneko #MoemiKatayama #YukiSaito and #TakenoriGoto
It's always a pleasure to see a #JapaneseMovie starring Tao Tsuchiya
#statstab #274 Matching Methods for Confounder Adjustment
Thoughts: You may've heard that for causal inference in observational studies you need to do some stuff. Matching is one of those.
#matching #causalinference #observational #bias #probability
Обработка каталога и товаров на LLM
Существует классическая проблема на любой электронной торговой площадке, связанная с тем, как категоризировать и понять описания товаров. Особенно она усугубляется тем, что пользователи создают запутанные описания даже для самых простых продуктов. Например, обычная синяя футболка может быть описана как небесно-голубая или даже тёмно-сине-аквамариновая. Что могут предложить современные LLM и VLM для решения проблемы?
Обработка и сравнение товаров маркетплейсов на LLM
Существует классическая проблема на любой электронной торговой площадке, связанная с тем, как категоризировать и понять описания товаров. Особенно она усугубляется тем, что пользователи создают запутанные описания даже для самых простых продуктов. Например, обычная синяя футболка может быть описана как небесно-голубая или даже тёмно-сине-аквамариновая. Что могут предложить современные LLM и VLM для решения проблеммы?
