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Cognitive Debiasing Large Language Models for Decision-Making

5 April 2025

Papers citing "Cognitive Debiasing Large Language Models for Decision-Making"

23 / 73 papers shown

Title
Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning Xiaolei Wang Kun Zhou Ji-Rong Wen Wayne Xin Zhao HAI AI4TS 73 137 0 19 Jun 2022
Large Language Models are Few-Shot Clinical Information Extractors Monica Agrawal S. Hegselmann Hunter Lang Yoon Kim David Sontag BDL LM&MA 253 351 0 25 May 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 606 4,544 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 594 3,759 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 933 13,282 0 04 Mar 2022
Capturing Failures of Large Language Models via Human Cognitive Biases Erik Jones Jacob Steinhardt 76 93 0 24 Feb 2022
A Survey on Echo Chambers on Social Media: Description, Detection and Mitigation F. Alatawi Lu Cheng Anique Tahir Mansooreh Karami Bohan Jiang T. Black Huan Liu 78 28 0 09 Dec 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 292 5,698 0 07 Jul 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 439 1,200 0 18 Apr 2021
Large Pre-trained Language Models Contain Human-like Biases of What is Right and Wrong to Do P. Schramowski Cigdem Turan Nico Andersen Constantin Rothkopf Kristian Kersting 120 298 0 08 Mar 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 321 389 0 28 Feb 2021
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion Kun Zhou Wayne Xin Zhao Shuqing Bian Yuanhang Zhou Ji-Rong Wen Jingsong Yu 95 325 0 08 Jul 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 1.1K 42,712 0 28 May 2020
Beyond Accuracy: Behavioral Testing of NLP models with CheckList Marco Tulio Ribeiro Tongshuang Wu Carlos Guestrin Sameer Singh ELM 219 1,112 0 08 May 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 149 530 0 02 May 2020
Conversations with Search Engines: SERP-based Conversational Response Generation Pengjie Ren Zhumin Chen Zhaochun Ren Evangelos Kanoulas Christof Monz Maarten de Rijke 52 33 0 29 Apr 2020
A Survey on Conversational Recommender Systems Dietmar Jannach A. Manzoor Wanling Cai Li Chen 80 422 0 01 Apr 2020
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 431 918 0 13 Sep 2019
Asking Clarifying Questions in Open-Domain Information-Seeking Conversations Mohammad Aliannejadi Hamed Zamani Fabio Crestani W. Bruce Croft 86 324 0 15 Jul 2019
Challenges in Building Intelligent Open-domain Dialog Systems Minlie Huang Xiaoyan Zhu Jianfeng Gao VLM 150 316 0 13 May 2019
Towards Deep Conversational Recommendations Raymond Li Samira Ebrahimi Kahou Hannes Schulz Vincent Michalski Laurent Charlin C. Pal 93 374 0 18 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.9K 95,604 0 11 Oct 2018
Personalizing Dialogue Agents: I have a dog, do you have pets too? Saizheng Zhang Emily Dinan Jack Urbanek Arthur Szlam Douwe Kiela Jason Weston 143 1,467 0 22 Jan 2018