Attribute First, then Generate: Locally-attributable Grounded Text
Generation

Attribute First, then Generate: Locally-attributable Grounded Text Generation

25 March 2024

Papers citing "Attribute First, then Generate: Locally-attributable Grounded Text Generation"

18 / 18 papers shown

Title
TROVE: A Challenge for Fine-Grained Text Provenance via Source Sentence Tracing and Relationship Classification Junnan Zhu Min Xiao Yining Wang Feifei Zhai Yu Zhou Chengqing Zong 113 0 0 19 Mar 2025
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse Maojia Song Shang Hong Sim Rishabh Bhardwaj Hai Leong Chieu Navonil Majumder Soujanya Poria 106 9 0 17 Sep 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 162 56 0 23 Apr 2024
Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data Jingyu Zhang Marc Marone Tianjian Li Benjamin Van Durme Daniel Khashabi 133 9 0 05 Apr 2024
Enabling Large Language Models to Generate Text with Citations Tianyu Gao Howard Yen Jiatong Yu Danqi Chen LM&MA HILM 84 348 0 24 May 2023
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation Sewon Min Kalpesh Krishna Xinxi Lyu M. Lewis Wen-tau Yih Pang Wei Koh Mohit Iyyer Luke Zettlemoyer Hannaneh Hajishirzi HILM ALM 126 684 0 23 May 2023
TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models Zorik Gekhman Jonathan Herzig Roee Aharoni Chen Elkind Idan Szpektor HILM ELM 61 77 0 18 May 2023
Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models Bernd Bohnet Vinh Q. Tran Pat Verga Roee Aharoni D. Andor ... Michael Collins Dipanjan Das Donald Metzler Slav Petrov Kellie Webster 93 64 0 15 Dec 2022
RARR: Researching and Revising What Language Models Say, Using Language Models Luyu Gao Zhuyun Dai Panupong Pasupat Anthony Chen Arun Tejasvi Chaganty ... Vincent Zhao Ni Lao Hongrae Lee Da-Cheng Juan Kelvin Guu HILM KELM 86 257 0 17 Oct 2022
Re-Examining System-Level Correlations of Automatic Summarization Evaluation Metrics Daniel Deutsch Rotem Dror Dan Roth 44 45 0 21 Apr 2022
On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models? Nouha Dziri Sivan Milton Mo Yu Osmar Zaiane Siva Reddy HILM 44 193 0 17 Apr 2022
Teaching language models to support answers with verified quotes Jacob Menick Maja Trebacz Vladimir Mikulik John Aslanides Francis Song ... Mia Glaese Susannah Young Lucy Campbell-Gillingham G. Irving Nat McAleese ELM RALM 294 265 0 21 Mar 2022
LongT5: Efficient Text-To-Text Transformer for Long Sequences Mandy Guo Joshua Ainslie David C. Uthus Santiago Ontanon Jianmo Ni Yun-hsuan Sung Yinfei Yang VLM 57 313 0 15 Dec 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 229 5,518 0 07 Jul 2021
Planning with Learned Entity Prompts for Abstractive Summarization Shashi Narayan Yao-Min Zhao Joshua Maynez Gonçalo Simões Vitaly Nikolaev Ryan T. McDonald LRM 68 118 0 15 Apr 2021
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 168 4,062 0 10 Apr 2020
Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization Sangwoo Cho Logan Lebanoff H. Foroosh Fei Liu 62 55 0 31 May 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 324 5,814 0 21 Apr 2019