Pointwise Mutual Information Based Metric and Decoding Strategy for
Faithful Generation in Document Grounded Dialogs

Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs

20 May 2023

Sachindra Joshi

Luis A. Lastras

Papers citing "Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs"

10 / 10 papers shown

Title
InfoBridge: Mutual Information estimation via Bridge Matching Sergei Kholkin Ivan Butakov E. Burnaev Nikita Gushchin Alexander Korotin DiffM FedML 45 0 0 03 Feb 2025
Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation Yuxuan Zhou M. Keuper Mario Fritz 31 5 0 24 Aug 2024
Multi-Modal Hallucination Control by Visual Information Grounding Alessandro Favero L. Zancato Matthew Trager Siddharth Choudhary Pramuditha Perera Alessandro Achille Ashwin Swaminathan Stefano Soatto MLLM 87 62 0 20 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
Anti-LM Decoding for Zero-shot In-context Machine Translation Suzanna Sia Alexandra DeLucia Kevin Duh 24 2 0 14 Nov 2023
MultiDoc2Dial: Modeling Dialogues Grounded in Multiple Documents Song Feng S. Patel H. Wan Sachindra Joshi 49 66 0 26 Sep 2021
Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features Hannah Rashkin David Reitter Gaurav Singh Tomar Dipanjan Das 151 101 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
Focused Attention Improves Document-Grounded Generation Shrimai Prabhumoye Kazuma Hashimoto Yingbo Zhou A. Black Ruslan Salakhutdinov 167 41 0 26 Apr 2021
Factual Error Correction for Abstractive Summarization Models Mengyao Cao Yue Dong Jiapeng Wu Jackie C.K. Cheung HILM KELM 167 159 0 17 Oct 2020