factual consistency

The Effect of Scaling, Retrieval Augmentation and Form on the Factual Consistency of Language Models EMNLP 2023 WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning ACL 2023 WikiHowQA: A Comprehensive Benchmark for Multi-Document Non-Factoid Question Answering ACL 2023 AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization NAACL 2022 CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning NAACL 2022 Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling EMNLP 2022 EchoGen: Generating Conclusions from Echocardiogram Notes ACL 2022 FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations NAACL 2022 Factual Consistency of Multilingual Pretrained Language Models ACL 2022 Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization NAACL 2022 Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization ACL 2022 HaRiM+: Evaluating Summary Quality with Hallucination Risk AACL 2022 Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning COLING 2022 Improving Factual Consistency in Summarization with Compression-Based Post-Editing EMNLP 2022 Investigating Crowdsourcing Protocols for Evaluating the Factual Consistency of Summaries NAACL 2022 Jointly Learning Guidance Induction and Faithful Summary Generation via Conditional Variational Autoencoders NAACL 2022 Masked Summarization to Generate Factually Inconsistent Summaries for Improved Factual Consistency Checking NAACL 2022 Probing Factually Grounded Content Transfer with Factual Ablation ACL 2022 QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization NAACL 2022 Questioning the Validity of Summarization Datasets and Improving Their Factual Consistency EMNLP 2022 Towards Abstractive Grounded Summarization of Podcast Transcripts ACL 2022 Towards Improving Faithfulness in Abstractive Summarization NeurIPS 2022 TRUE: Re-evaluating Factual Consistency Evaluation ACL 2022 What Was Your Name Again? Interrogating Generative Conversational Models For Factual Consistency Evaluation EMNLP 2022 X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization EMNLP 2022