Elastic Weight Removal for Faithful and Abstractive Dialogue Generation

30 March 2023

Papers citing "Elastic Weight Removal for Faithful and Abstractive Dialogue Generation"

29 / 29 papers shown

Title
Investigating Task Arithmetic for Zero-Shot Information Retrieval Marco Braga Pranav Kasela Alessandro Raganato G. Pasi RALM 61 0 0 01 May 2025
Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations Ziwei Ji L. Yu Yeskendir Koishekenov Yejin Bang Anthony Hartshorn Alan Schelten Cheng Zhang Pascale Fung Nicola Cancedda 46 1 0 18 Mar 2025
Mask-DPO: Generalizable Fine-grained Factuality Alignment of LLMs Yuzhe Gu W. Zhang Chengqi Lyu D. Lin Kai Chen 53 1 0 04 Mar 2025
Realistic Evaluation of Model Merging for Compositional Generalization Derek Tam Yash Kant Brian Lester Igor Gilitschenski Colin Raffel MoMe 16 5 0 26 Sep 2024
FP-VEC: Fingerprinting Large Language Models via Efficient Vector Addition Zhenhua Xu Wenpeng Xing Zhebo Wang Chang Hu Chen Jie Meng Han 21 0 0 13 Sep 2024
Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors Nico Daheim Jakub Macina Manu Kapur Iryna Gurevych Mrinmaya Sachan LRM 18 5 0 12 Jul 2024
ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models Yuzhe Gu Ziwei Ji Wenwei Zhang Chengqi Lyu Dahua Lin Kai Chen HILM 34 5 0 05 Jul 2024
Task Arithmetic can Mitigate Synthetic-to-Real Gap in Automatic Speech Recognition Hsuan Su Hua Farn Fan-Yun Sun Shang-Tse Chen Hung-yi Lee MoMe 24 2 0 05 Jun 2024
ANAH: Analytical Annotation of Hallucinations in Large Language Models Ziwei Ji Yuzhe Gu Wenwei Zhang Chengqi Lyu Dahua Lin Kai-xiang Chen HILM 38 2 0 30 May 2024
CHARP: Conversation History AwaReness Probing for Knowledge-grounded Dialogue Systems Abbas Ghaddar David Alfonso-Hermelo Philippe Langlais Mehdi Rezagholizadeh Boxing Chen Prasanna Parthasarathi 26 0 0 24 May 2024
Digital Forgetting in Large Language Models: A Survey of Unlearning Methods Alberto Blanco-Justicia N. Jebreel Benet Manzanares-Salor David Sánchez Josep Domingo-Ferrer Guillem Collell Kuan Eeik Tan KELM MU 31 17 0 02 Apr 2024
Book2Dial: Generating Teacher-Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots Junling Wang Jakub Macina Nico Daheim Sankalan Pal Chowdhury Mrinmaya Sachan 19 8 0 05 Mar 2024
Investigating Content Planning for Navigating Trade-offs in Knowledge-Grounded Dialogue Kushal Chawla Hannah Rashkin Gaurav Singh Tomar David Reitter 26 1 0 03 Feb 2024
WARM: On the Benefits of Weight Averaged Reward Models Alexandre Ramé Nino Vieillard Léonard Hussenot Robert Dadashi Geoffrey Cideron Olivier Bachem Johan Ferret 92 92 0 22 Jan 2024
Faithful Persona-based Conversational Dataset Generation with Large Language Models Pegah Jandaghi XiangHai Sheng Xinyi Bai Jay Pujara Hakim Sidahmed 13 21 0 15 Dec 2023
$$\textit{Dial BeInfo for Faithfulness}$: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning$ $\textit{Dial BeInfo for Faithfulness}$ : Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning E. Razumovskaia Ivan Vulić Pavle Marković Tomasz Cichy Qian Zheng Tsung-Hsien Wen Paweł Budzianowski HILM 17 10 0 16 Nov 2023
Think While You Write: Hypothesis Verification Promotes Faithful Knowledge-to-Text Generation Yifu Qiu Varun R. Embar Shay B. Cohen Benjamin Han 6 4 0 16 Nov 2023
Model Merging by Uncertainty-Based Gradient Matching Nico Daheim Thomas Möllenhoff E. Ponti Iryna Gurevych Mohammad Emtiyaz Khan MoMe FedML 24 43 0 19 Oct 2023
Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages Shih-Cheng Huang Pin-Zu Li Yu-Chi Hsu Kuang-Ming Chen Yu Tung Lin Shih-Kai Hsiao Richard Tzong-Han Tsai Hung-yi Lee MoMe 24 13 0 07 Oct 2023
Deep Model Fusion: A Survey Weishi Li Yong Peng Miao Zhang Liang Ding Han Hu Li Shen FedML MoMe 13 51 0 27 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 31 76 0 13 Sep 2023
UnIVAL: Unified Model for Image, Video, Audio and Language Tasks Mustafa Shukor Corentin Dancette Alexandre Ramé Matthieu Cord MoMe MLLM 16 42 0 30 Jul 2023
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards Alexandre Ramé Guillaume Couairon Mustafa Shukor Corentin Dancette Jean-Baptiste Gaya Laure Soulier Matthieu Cord MoMe 22 135 0 07 Jun 2023
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems Jakub Macina Nico Daheim Sankalan Pal Chowdhury Tanmay Sinha Manu Kapur Iryna Gurevych Mrinmaya Sachan LRM 10 29 0 23 May 2023
Detecting and Mitigating Hallucinations in Multilingual Summarisation Yifu Qiu Yftah Ziser Anna Korhonen E. Ponti Shay B. Cohen HILM 49 42 0 23 May 2023
Git Re-Basin: Merging Models modulo Permutation Symmetries Samuel K. Ainsworth J. Hayase S. Srinivasa MoMe 239 313 0 11 Sep 2022
Towards Zero-shot Language Modeling E. Ponti Ivan Vulić Ryan Cotterell Roi Reichart Anna Korhonen 22 19 0 06 Aug 2021
Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features Hannah Rashkin David Reitter Gaurav Singh Tomar Dipanjan Das 149 100 0 14 Jul 2021
Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark Nouha Dziri Hannah Rashkin Tal Linzen David Reitter ALM 185 79 0 30 Apr 2021