v1v2v3 (latest)

LABOR-LLM: Language-Based Occupational Representations with Large Language Models

25 June 2024

Papers citing "LABOR-LLM: Language-Based Occupational Representations with Large Language Models"

28 / 28 papers shown

Title
Learning Treatment Representations for Downstream Instrumental Variable Regression Shiangyi Lin Hui Lan Vasilis Syrgkanis CML 241 0 0 02 Jun 2025
JobHop: A Large-Scale Dataset of Career Trajectories Iman Johary Raphaël Romero Alexandru Mara Tijl De Bie 168 0 0 12 May 2025
Causal Inference on Outcomes Learned from Text Iman Modarressi Jann Spiess A. Venugopal CML SyDa 196 3 0 02 Mar 2025
Mining Causality: AI-Assisted Search for Instrumental Variables Sukjin Han CML 257 8 0 21 Sep 2024
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems Zihao Yi Jiarui Ouyang Yuwen Liu Yuwen Liu Tianhao Liao Haohao Luo Ying Shen LRM LLMAG 345 143 0 28 Feb 2024
Measurement in the Age of LLMs: An Application to Ideological Scaling Sean O'Hagan Aaron Schein 429 14 0 14 Dec 2023
Time-LLM: Time Series Forecasting by Reprogramming Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Ming Jin Shiyu Wang Lintao Ma Zhixuan Chu James Y. Zhang ... Pin-Yu Chen Yuxuan Liang Yuan-Fang Li Shirui Pan Qingsong Wen AI4TS 365 675 0 03 Oct 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 5.8K 15,003 0 18 Jul 2023
Questioning the Survey Responses of Large Language ModelsNeural Information Processing Systems (NeurIPS), 2023 Ricardo Dominguez-Olmedo Moritz Hardt Celestine Mendler-Dünner 288 57 0 13 Jun 2023
QLoRA: Efficient Finetuning of Quantized LLMsNeural Information Processing Systems (NeurIPS), 2023 Tim Dettmers Artidoro Pagnoni Ari Holtzman Luke Zettlemoyer ALM 527 3,577 0 23 May 2023
Whose Opinions Do Language Models Reflect?International Conference on Machine Learning (ICML), 2023 Shibani Santurkar Esin Durmus Faisal Ladhak Cinoo Lee Abigail Z. Jacobs Tatsunori Hashimoto 344 620 0 30 Mar 2023
MusicLM: Generating Music From Text A. Agostinelli Timo I. Denk Zalan Borsos Jesse Engel Mauro Verzetti ... Adam Roberts Marco Tagliasacchi Matthew Sharifi Neil Zeghidour Christian Frank MGen 640 589 0 26 Jan 2023
Large Language Models Encode Clinical KnowledgeNature (Nature), 2022 K. Singhal Shekoofeh Azizi T. Tu S. S. Mahdavi Jason W. Wei ... A. Rajkomar Joelle Barral Christopher Semturs Alan Karthikesalingam Vivek Natarajan LM&MA ELM AI4MH 582 3,298 0 26 Dec 2022
Galactica: A Large Language Model for Science Ross Taylor Marcin Kardas Guillem Cucurull Thomas Scialom Anthony Hartshorn Elvis Saravia Andrew Poulton Viktor Kerkez Robert Stojnic ELM ReLM 351 914 0 16 Nov 2022
Estimating the Carbon Footprint of BLOOM, a 176B Parameter Language ModelJournal of machine learning research (JMLR), 2022 A. Luccioni S. Viguier Anne-Laure Ligozat 524 406 0 03 Nov 2022
Out of One, Many: Using Language Models to Simulate Human SamplesPolitical Analysis (Political Anal.), 2022 Lisa P. Argyle Ethan C. Busby Nancy Fulda Joshua R Gubler Christopher Rytting David Wingate SyDa 252 814 0 14 Sep 2022
Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5)ACM Conference on Recommender Systems (RecSys), 2022 Shijie Geng Shuchang Liu Zuohui Fu Yingqiang Ge Zelong Li VLM AI4TS 625 655 0 24 Mar 2022
CAREER: A Foundation Model for Labor Sequence Data Keyon Vafa Emil Palikot Tianyu Du Ayush Kanodia Susan Athey David M. Blei 304 11 0 16 Feb 2022
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 1.1K 4,543 0 03 Sep 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 1.2K 7,552 0 07 Jul 2021
Language Models are Few-Shot LearnersNeural Information Processing Systems (NeurIPS), 2020 Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 2.0K 51,554 0 28 May 2020
Counterfactual Inference for Consumer Choice Across Many Product CategoriesQuantitative Marketing and Economics (QME), 2019 Rob Donnelly Francisco J. R. Ruiz David M. Blei Susan Athey CML 249 35 0 06 Jun 2019
Machine Learning Methods Economists Should Know About Susan Athey Guido Imbens 239 749 0 24 Mar 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 2.8K 107,145 0 11 Oct 2018
Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data Susan Athey David M. Blei Rob Donnelly Francisco J. R. Ruiz Tobias Schmidt 142 68 0 22 Jan 2018
Fisher-Schultz Lecture: Generic Machine Learning Inference on Heterogenous Treatment Effects in Randomized Experiments, with an Application to Immunization in India Victor Chernozhukov Mert Demirer E. Duflo Iván Fernández-Val CML FedML 399 10 0 13 Dec 2017
Attention Is All You NeedNeural Information Processing Systems (NeurIPS), 2017 Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 2.6K 158,962 0 12 Jun 2017
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2014 Dong Wang B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.7K 25,147 0 03 Jun 2014