Deal, or no deal (or who knows)? Forecasting Uncertainty in
Conversations using Large Language Models

Deal, or no deal (or who knows)? Forecasting Uncertainty in Conversations using Large Language Models

5 February 2024

Anthony Sicilia

Malihe Alikhani

Papers citing "Deal, or no deal (or who knows)? Forecasting Uncertainty in Conversations using Large Language Models"

19 / 19 papers shown

Title
On the Importance of Exploration for Generalization in Reinforcement Learning Yiding Jiang J. Zico Kolter Roberta Raileanu UQCV OffRL 69 23 0 08 Jun 2023
Calibration Meets Explanation: A Simple and Effective Approach for Model Confidence Estimates Dongfang Li Baotian Hu Qingcai Chen 35 8 0 06 Nov 2022
Language Models (Mostly) Know What They Know Saurav Kadavath Tom Conerly Amanda Askell T. Henighan Dawn Drain ... Nicholas Joseph Benjamin Mann Sam McCandlish C. Olah Jared Kaplan ELM 106 811 0 11 Jul 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 868 12,916 0 04 Mar 2022
Dynamic Forecasting of Conversation Derailment Yova Kementchedjhieva Anders Søgaard AI4TS 21 14 0 11 Oct 2021
CaSiNo: A Corpus of Campsite Negotiation Dialogues for Automatic Negotiation Systems Kushal Chawla Jaysa Ramirez Rene Clever Gale M. Lucas Jonathan May Jonathan Gratch 46 52 0 29 Mar 2021
In Search of Lost Domain Generalization Ishaan Gulrajani David Lopez-Paz OOD 76 1,144 0 02 Jul 2020
Calibration of Pre-trained Transformers Shrey Desai Greg Durrett UQLM 283 300 0 17 Mar 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 572 4,801 0 23 Jan 2020
Aleatoric and Epistemic Uncertainty in Machine Learning: An Introduction to Concepts and Methods Eyke Hüllermeier Willem Waegeman PER UD 222 1,411 0 21 Oct 2019
Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good Xuewei Wang Weiyan Shi Richard Kim Y. Oh Sijia Yang Jingwen Zhang Zhou Yu 103 284 0 16 Jun 2019
Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift Yaniv Ovadia Emily Fertig Jie Jessie Ren Zachary Nado D. Sculley Sebastian Nowozin Joshua V. Dillon Balaji Lakshminarayanan Jasper Snoek UQCV 159 1,691 0 06 Jun 2019
Decoupling Strategy and Generation in Negotiation Dialogues He He Derek Chen Anusha Balakrishnan Percy Liang 63 182 0 29 Aug 2018
Conversations Gone Awry: Detecting Early Signs of Conversational Failure Justine Zhang Cristian Danescu-Niculescu-Mizil Cristian Danescu-Niculescu-Mizil Lucas Dixon Yiqing Hua Nithum Thain Dario Taraborelli 62 189 0 14 May 2018
Decoupled Weight Decay Regularization I. Loshchilov Frank Hutter OffRL 141 2,136 0 14 Nov 2017
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 478 19,019 0 20 Jul 2017
Deal or No Deal? End-to-End Learning for Negotiation Dialogues M. Lewis Denis Yarats Yann N. Dauphin Devi Parikh Dhruv Batra LLMAG 80 414 0 16 Jun 2017
Domain Generalization via Invariant Feature Representation Krikamol Muandet David Balduzzi Bernhard Schölkopf OOD 124 1,179 0 10 Jan 2013
Echoes of power: Language effects and power differences in social interaction Cristian Danescu-Niculescu-Mizil Lillian Lee B. Pang Jon M. Kleinberg 72 349 0 15 Dec 2011

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