Causal Inference for Human-Language Model Collaboration

30 March 2024

Papers citing "Causal Inference for Human-Language Model Collaboration"

18 / 18 papers shown

Title
Human-Machine Collaboration Approaches to Build a Dialogue Dataset for Hate Speech Countering Helena Bonaldi Sara Dellantonio Serra Sinem Tekiroğlu Marco Guerini 85 44 0 07 Nov 2022
Help me write a poem: Instruction Tuning as a Vehicle for Collaborative Poetry Writing Tuhin Chakrabarty Vishakh Padmakumar Hengxing He 79 82 0 25 Oct 2022
Flexible text generation for counterfactual fairness probing Zee Fryer Vera Axelrod Ben Packer Alex Beutel Jilin Chen Kellie Webster 30 19 0 28 Jun 2022
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 535 6,301 0 05 Apr 2022
CoAuthor: Designing a Human-AI Collaborative Writing Dataset for Exploring Language Model Capabilities Mina Lee Percy Liang Qian Yang HAI 102 374 0 18 Jan 2022
Desiderata for Representation Learning: A Causal Perspective Yixin Wang Michael I. Jordan CML 67 84 0 08 Sep 2021
Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech Jaehyeon Kim Jungil Kong Juhee Son DRL 130 901 0 11 Jun 2021
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder Hyemi Kim Seungjae Shin Joonho Jang Kyungwoo Song Weonyoung Joo Wanmo Kang Il-Chul Moon BDL CML 82 57 0 24 Nov 2020
Causal Effects of Linguistic Properties Reid Pryzant Dallas Card Dan Jurafsky Victor Veitch Dhanya Sridhar CML 80 49 0 24 Oct 2020
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang Siqi Sun Michel Galley Yen-Chun Chen Chris Brockett Xiang Gao Jianfeng Gao Jingjing Liu W. Dolan VLM 201 1,527 0 01 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 503 20,376 0 23 Oct 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 267 7,554 0 02 Oct 2019
Estimating Causal Effects of Tone in Online Debates Dhanya Sridhar Lise Getoor 47 35 0 10 Jun 2019
Causal Effect Inference with Deep Latent-Variable Models Christos Louizos Uri Shalit Joris Mooij David Sontag R. Zemel Max Welling CML BDL 225 749 0 24 May 2017
Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders Tiancheng Zhao Ran Zhao M. Eskénazi 67 756 0 31 Mar 2017
Variational Inference: A Review for Statisticians David M. Blei A. Kucukelbir Jon D. McAuliffe BDL 307 4,817 0 04 Jan 2016
Empirical Evaluation of Rectified Activations in Convolutional Network Bing Xu Naiyan Wang Tianqi Chen Mu Li 142 2,916 0 05 May 2015
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 693 31,571 0 16 Jan 2013