Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features

14 July 2021

Hannah Rashkin

Papers citing "Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features"

50 / 66 papers shown

Title
Evaluating Evaluation Metrics -- The Mirage of Hallucination Detection Atharva Kulkarni Yuan-kang Zhang Joel Ruben Antony Moniz Xiou Ge Bo-Hsiang Tseng Dhivya Piraviperumal S. Hong-ye Yu HILM 83 0 0 25 Apr 2025
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems Robert Friel Masha Belyi Atindriyo Sanyal 76 19 0 17 Jan 2025
Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination Jerry Huang Prasanna Parthasarathi Mehdi Rezagholizadeh Boxing Chen Sarath Chandar 50 0 0 22 Oct 2024
Policy-driven Knowledge Selection and Response Generation for Document-grounded Dialogue Longxuan Ma Jiapeng Li Mingda Li W. Zhang Ting Liu 36 1 0 21 Oct 2024
SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation Xinping Zhao Dongfang Li Yan Zhong Boren Hu Yibin Chen Baotian Hu Min Zhang 23 1 0 15 Oct 2024
Pre-trained Language Models Return Distinguishable Probability Distributions to Unfaithfully Hallucinated Texts Taehun Cha Donghun Lee HILM 29 1 0 25 Sep 2024
SLM Meets LLM: Balancing Latency, Interpretability and Consistency in Hallucination Detection Mengya Hu Rui Xu Deren Lei Yaxi Li Mingyu Wang Emily Ching Eslam Kamal Alex Deng 40 3 0 22 Aug 2024
Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models Zhengxuan Wu Yuhao Zhang Linquan Wei Yumo Xu Rujun Han Yi Liu Jifan Chen Bonan Min Zhiheng Huang 25 0 0 31 Jul 2024
Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval Kazuaki Furumai Roberto Legaspi Julio Vizcarra Yudai Yamazaki Yasutaka Nishimura Sina J. Semnani Kazushi Ikeda Weiyan Shi Monica S. Lam 35 7 0 04 Jul 2024
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation Ge Qu Jinyang Li Bowen Li Bowen Qin Nan Huo Chenhao Ma Reynold Cheng 33 23 0 24 May 2024
CET2: Modelling Topic Transitions for Coherent and Engaging Knowledge-Grounded Conversations Lin Xu Qixian Zhou Jinlan Fu See-Kiong Ng 36 0 0 04 Mar 2024
GlórIA -- A Generative and Open Large Language Model for Portuguese Ricardo Lopes João Magalhães David Semedo 31 8 0 20 Feb 2024
Investigating Content Planning for Navigating Trade-offs in Knowledge-Grounded Dialogue Kushal Chawla Hannah Rashkin Gaurav Singh Tomar David Reitter 28 1 0 03 Feb 2024
Inconsistent dialogue responses and how to recover from them Mian Zhang Lifeng Jin Linfeng Song Haitao Mi Dong Yu 31 1 0 18 Jan 2024
Hallucination Detection and Hallucination Mitigation: An Investigation Junliang Luo Tianyu Li Di Wu Michael R. M. Jenkin Steve Liu Gregory Dudek HILM LLMAG 41 22 0 16 Jan 2024
Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning Jiaan Wang Jianfeng Qu Kexin Wang Zhixu Li Wen Hua Ximing Li An Liu 28 2 0 09 Jan 2024
Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue Yizhe Yang Heyan Huang Yuhang Liu Yang Gao 11 1 0 13 Dec 2023
Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus Tianhang Zhang Lin Qiu Qipeng Guo Cheng Deng Yue Zhang Zheng-Wei Zhang Cheng Zhou Xinbing Wang Luoyi Fu HILM 77 48 0 22 Nov 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 32 10 0 16 Nov 2023
Blending Reward Functions via Few Expert Demonstrations for Faithful and Accurate Knowledge-Grounded Dialogue Generation Wanyu Du Yangfeng Ji 24 1 0 02 Nov 2023
Sequence-Level Certainty Reduces Hallucination In Knowledge-Grounded Dialogue Generation Yixin Wan Fanyou Wu Weijie Xu Srinivasan H. Sengamedu HILM 24 5 0 28 Oct 2023
Critic-Driven Decoding for Mitigating Hallucinations in Data-to-text Generation Mateusz Lango Ondrej Dusek 23 8 0 25 Oct 2023
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection Sehyun Choi Tianqing Fang Zhaowei Wang Yangqiu Song 30 32 0 13 Oct 2023
Calibrating Likelihoods towards Consistency in Summarization Models Polina Zablotskaia Misha Khalman Rishabh Joshi Livio Baldini Soares Shoshana Jakobovits Joshua Maynez Shashi Narayan 26 3 0 12 Oct 2023
Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment Boyang Xue Weichao Wang Hongru Wang Fei Mi Rui Wang Yasheng Wang Lifeng Shang Xin Jiang Qun Liu Kam-Fai Wong KELM HILM 211 15 0 12 Oct 2023
Hexa: Self-Improving for Knowledge-Grounded Dialogue System DaeJin Jo D. W. Nam Gunsoo Han Kyoung-Woon On Taehwan Kwon Seungeun Rho Sungwoong Kim 19 0 0 10 Oct 2023
PICK: Polished & Informed Candidate Scoring for Knowledge-Grounded Dialogue Systems Bryan Wilie Yan Xu Willy Chung Samuel Cahyawijaya Holy Lovenia Pascale Fung 30 1 0 19 Sep 2023
Optimizing Factual Accuracy in Text Generation through Dynamic Knowledge Selection Hongjin Qian Zhicheng Dou Jiejun Tan Haonan Chen Haoqi Gu Ruofei Lai Xinyu Zhang Zhao Cao Ji-Rong Wen 27 2 0 30 Aug 2023
Learning to generate and corr- uh I mean repair language in real-time Arash Eshghi Arash Ashrafzadeh 21 1 0 22 Aug 2023
Generating Faithful Text From a Knowledge Graph with Noisy Reference Text Tahsina Hashem Weiqing Wang Derry Wijaya Mohammed Eunus Ali Yuan-Fang Li 24 3 0 12 Aug 2023
Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering Vaibhav Adlakha Parishad BehnamGhader Xing Han Lù Nicholas Meade Siva Reddy 25 119 0 31 Jul 2023
Controllable Generation of Dialogue Acts for Dialogue Systems via Few-Shot Response Generation and Ranking Angela Ramirez Karik Agarwal Juraj Juraska Utkarsh Garg M. Walker 29 5 0 26 Jul 2023
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference Yan Xu Deqian Kong Dehong Xu Ziwei Ji Bo Pang Pascale Fung Yingting Wu 26 6 0 01 Jun 2023
Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback Paul Roit Johan Ferret Lior Shani Roee Aharoni Geoffrey Cideron ... Olivier Bachem G. Elidan Avinatan Hassidim Olivier Pietquin Idan Szpektor HILM 20 76 0 31 May 2023
Improved Instruction Ordering in Recipe-Grounded Conversation Duong Minh Le Ruohao Guo Wei-ping Xu Alan Ritter 28 8 0 26 May 2023
With a Little Push, NLI Models can Robustly and Efficiently Predict Faithfulness Julius Steen Juri Opitz Anette Frank K. Markert HILM 25 9 0 26 May 2023
The Dangers of trusting Stochastic Parrots: Faithfulness and Trust in Open-domain Conversational Question Answering Sabrina Chiesurin Dimitris Dimakopoulos Marco Antonio Sobrevilla Cabezudo Arash Eshghi Ioannis V. Papaioannou Verena Rieser Ioannis Konstas HILM 27 25 0 25 May 2023
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing Shufan Wang Sébastien Jean Sailik Sengupta James Gung Nikolaos Pappas Yi Zhang 31 6 0 24 May 2023
Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning Ximing Lu Faeze Brahman Peter West Jaehun Jang Khyathi Raghavi Chandu ... Bill Yuchen Lin Skyler Hallinan Xiang Ren Sean Welleck Yejin Choi 22 26 0 24 May 2023
Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs Yatin Nandwani Vineet Kumar Dinesh Raghu Sachindra Joshi Luis A. Lastras 22 6 0 20 May 2023
What You See is What You Read? Improving Text-Image Alignment Evaluation Michal Yarom Yonatan Bitton Soravit Changpinyo Roee Aharoni Jonathan Herzig Oran Lang E. Ofek Idan Szpektor EGVM 51 73 0 17 May 2023
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation Nico Daheim Nouha Dziri Mrinmaya Sachan Iryna Gurevych E. Ponti MoMe 31 30 0 30 Mar 2023
"Why is this misleading?": Detecting News Headline Hallucinations with Explanations Jiaming Shen Jialu Liu Daniel Finnie N. Rahmati Michael Bendersky Marc Najork 30 19 0 12 Feb 2023
Opportunities and Challenges in Neural Dialog Tutoring Jakub Macina Nico Daheim Lingzhi Wang Tanmay Sinha Manu Kapur Iryna Gurevych Mrinmaya Sachan 24 26 0 24 Jan 2023
Diving Deep into Modes of Fact Hallucinations in Dialogue Systems Souvik Das Sougata Saha R. Srihari HILM 13 30 0 11 Jan 2023
mFACE: Multilingual Summarization with Factual Consistency Evaluation Roee Aharoni Shashi Narayan Joshua Maynez Jonathan Herzig Elizabeth Clark Mirella Lapata HILM 25 43 0 20 Dec 2022
Don't Forget Your ABC's: Evaluating the State-of-the-Art in Chat-Oriented Dialogue Systems Sarah E. Finch James D. Finch Jinho D. Choi 30 12 0 18 Dec 2022
RHO ( $ρ$ ): Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding Ziwei Ji Zihan Liu Nayeon Lee Tiezheng Yu Bryan Wilie Mini Zeng Pascale Fung HILM 20 53 0 03 Dec 2022
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model Nico Daheim David Thulke Christian Dugast Hermann Ney HILM 19 4 0 31 Oct 2022
Evaluating Parameter Efficient Learning for Generation Peng-Tao Xu M. Patwary Shrimai Prabhumoye Virginia Adams R. Prenger Wei Ping Nayeon Lee M. Shoeybi Bryan Catanzaro MoE 33 3 0 25 Oct 2022