Evaluating Semantic Accuracy of Data-to-Text Generation with Natural Language Inference

21 November 2020

Zdeněk Kasner

Papers citing "Evaluating Semantic Accuracy of Data-to-Text Generation with Natural Language Inference"

35 / 35 papers shown

Title
SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation Song Duong Florian Le Bronnec Alexandre Allauzen Vincent Guigue Alberto Lumbreras Laure Soulier Patrick Gallinari HILM 43 0 0 20 Feb 2025
The Effects of Hallucinations in Synthetic Training Data for Relation Extraction Steven Rogulsky Nicholas Popovic Michael Färber HILM 30 1 0 10 Oct 2024
Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains Krithika Ramesh Nupoor Gandhi Pulkit Madaan Lisa Bauer Charith Peris Anjalie Field SyDa 30 1 0 10 Oct 2024
PAGED: A Benchmark for Procedural Graphs Extraction from Documents Weihong Du Wenrui Liao Hongru Liang Wenqiang Lei 40 0 0 07 Aug 2024
Projective Methods for Mitigating Gender Bias in Pre-trained Language Models Hillary Dawkins I. Nejadgholi Daniel Gillis J. McCuaig 16 0 0 27 Mar 2024
Towards a Zero-Data, Controllable, Adaptive Dialog System Dirk Vath Lindsey Vanderlyn Ngoc Thang Vu 34 2 0 26 Mar 2024
The Pitfalls of Defining Hallucination Kees van Deemter HILM 19 6 0 15 Jan 2024
AI Hallucinations: A Misnomer Worth Clarifying Negar Maleki Balaji Padmanabhan Kaushik Dutta 28 34 0 09 Jan 2024
Compositional Generalization for Data-to-Text Generation Xinnuo Xu Ivan Titov Mirella Lapata 24 2 0 05 Dec 2023
How Far Can We Extract Diverse Perspectives from Large Language Models? Shirley Anugrah Hayati Minhwa Lee Dheeraj Rajagopal Dongyeop Kang 38 10 0 16 Nov 2023
ASPIRO: Any-shot Structured Parsing-error-Induced ReprOmpting for Consistent Data-to-Text Generation Martin Vejvar Yasutaka Fujimoto 30 1 0 27 Oct 2023
Critic-Driven Decoding for Mitigating Hallucinations in Data-to-text Generation Mateusz Lango Ondrej Dusek 17 8 0 25 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
Tackling Hallucinations in Neural Chart Summarization Saad Obaid ul Islam Iza vSkrjanec Ondrej Dusek Vera Demberg HILM 23 7 0 01 Aug 2023
LLM Comparative Assessment: Zero-shot NLG Evaluation through Pairwise Comparisons using Large Language Models Adian Liusie Potsawee Manakul Mark J. F. Gales ELM 19 35 0 15 Jul 2023
Knowledge Graph for NLG in the context of conversational agents Hussam Ghanem Massinissa Atmani C. Cruz 21 1 0 04 Jul 2023
Understanding Counterspeech for Online Harm Mitigation Yi-Ling Chung Gavin Abercrombie Florence E. Enock Jonathan Bright Verena Rieser 25 16 0 01 Jul 2023
Neural models for Factual Inconsistency Classification with Explanations Tathagata Raha Mukund Choudhary Abhinav Menon Harshit Gupta KV Aditya Srivatsa Manish Gupta Vasudeva Varma 11 3 0 15 Jun 2023
Joint Representations of Text and Knowledge Graphs for Retrieval and Evaluation Teven Le Scao Claire Gardent 19 2 0 28 Feb 2023
Schema-Guided Semantic Accuracy: Faithfulness in Task-Oriented Dialogue Response Generation Jinghong Chen Weizhe Lin Bill Byrne 13 1 0 29 Jan 2023
OpineSum: Entailment-based self-training for abstractive opinion summarization Annie Louis Joshua Maynez 21 7 0 21 Dec 2022
nBIIG: A Neural BI Insights Generation System for Table Reporting Yotam Perlitz D. Sheinwald Noam Slonim Michal Shmueli-Scheuer 13 2 0 08 Nov 2022
Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained Models Zdeněk Kasner Ioannis Konstas Ondrej Dusek 29 6 0 13 Oct 2022
Investigating Reasons for Disagreement in Natural Language Inference Nan-Jiang Jiang M. Marneffe 6 26 0 07 Sep 2022
MENLI: Robust Evaluation Metrics from Natural Language Inference Yanran Chen Steffen Eger 27 15 0 15 Aug 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 21 10 0 25 Jul 2022
Conditional Generation with a Question-Answering Blueprint Shashi Narayan Joshua Maynez Reinald Kim Amplayo Kuzman Ganchev Annie Louis Fantine Huot Anders Sandholm Dipanjan Das Mirella Lapata 52 47 0 01 Jul 2022
Generating Full Length Wikipedia Biographies: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies Angela Fan Claire Gardent 17 4 0 12 Apr 2022
Neural Pipeline for Zero-Shot Data-to-Text Generation Zdeněk Kasner Ondrej Dusek 16 33 0 30 Mar 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 36 2,230 0 08 Feb 2022
Rome was built in 1776: A Case Study on Factual Correctness in Knowledge-Grounded Response Generation Sashank Santhanam Behnam Hedayatnia Spandana Gella Aishwarya Padmakumar Seokhwan Kim Yang Liu Dilek Z. Hakkani-Tür 14 35 0 11 Oct 2021
Towards Knowledge-Grounded Counter Narrative Generation for Hate Speech Yi-Ling Chung Serra Sinem Tekiroğlu Marco Guerini 11 61 0 22 Jun 2021
AgreeSum: Agreement-Oriented Multi-Document Summarization Richard Yuanzhe Pang Á. Lelkes Vinh Q. Tran Cong Yu 8 16 0 04 Jun 2021
Towards objectively evaluating the quality of generated medical summaries Francesco Moramarco Damir Juric Aleksandar Savkov Ehud Reiter 11 9 0 09 Apr 2021
Data-to-Text Generation with Iterative Text Editing Zdeněk Kasner Ondrej Dusek 6 23 0 03 Nov 2020