BLEURT: Learning Robust Metrics for Text Generation

9 April 2020

Papers citing "BLEURT: Learning Robust Metrics for Text Generation"

50 / 73 papers shown

Title
Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Shrey Pandit Ashwin Vinod Liu Leqi Ying Ding HILM 44 0 0 23 May 2025
LLMs Are Not Scorers: Rethinking MT Evaluation with Generation-Based Methods Hyang Cui LRM 67 0 0 22 May 2025
Benchmarking Critical Questions Generation: A Challenging Reasoning Task for Large Language Models Banca Calvo Figueras Rodrigo Agerri ALM ELM LRM 160 1 0 16 May 2025
Trans-Zero: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data Wei Zou Sen Yang Yu Bao Shujian Huang Jiajun Chen Shanbo Cheng SyDa 89 1 0 20 Apr 2025
LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline Biao Fu Minpeng Liao Kai Fan Chengxi Li Li Zhang Yidong Chen Xiaodong Shi OffRL 341 1 0 13 Apr 2025
FUSE : A Ridge and Random Forest-Based Metric for Evaluating MT in Indigenous Languages Rahul Raja A. Vats 110 1 0 28 Mar 2025
RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs Zhongzhan Huang Guoming Ling Vincent S. Liang Yupei Lin Yandong Chen Shanshan Zhong Hefeng Wu LRM 148 7 0 08 Mar 2025
Leveraging Large Language Models for Building Interpretable Rule-Based Data-to-Text Systems Jędrzej Warczyński Mateusz Lango Ondrej Dusek 63 0 0 28 Feb 2025
M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation Zhaopeng Feng Jiayuan Su Jiamei Zheng Jiahan Ren Yan Zhang Jian Wu Hongwei Wang Zuozhu Liu ELM 234 1 0 21 Feb 2025
Mind the Style Gap: Meta-Evaluation of Style and Attribute Transfer Metrics Amalie Brogaard Pauli Isabelle Augenstein Ira Assent 117 0 0 20 Feb 2025
Prompting a Weighting Mechanism into LLM-as-a-Judge in Two-Step: A Case Study Wenwen Xie Gray Gwizdz Dongji Feng 112 0 0 20 Feb 2025
A Survey on Bridging EEG Signals and Generative AI: From Image and Text to Beyond Shreya Shukla Jose Torres Abhijit Mishra Jacek Gwizdka Shounak Roychowdhury 81 0 0 20 Feb 2025
Learning to Substitute Words with Model-based Score Ranking Hongye Liu Ricardo Henao 117 0 0 09 Feb 2025
Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance Borui Xu Yao Chen Zeyi Wen Weiguo Liu Bingsheng He 133 2 0 02 Feb 2025
MDEval: Evaluating and Enhancing Markdown Awareness in Large Language Models Zhongpu Chen Yixiao Liu Long Shi Zhi-Jie Wang Xingyan Chen Yu Zhao Fuji Ren 87 1 0 28 Jan 2025
Analyzing and Evaluating Correlation Measures in NLG Meta-Evaluation Mingqi Gao Xinyu Hu Li Lin Xiaojun Wan 53 2 0 28 Jan 2025
Dynamic Scene Understanding from Vision-Language Representations Shahaf Pruss Morris Alper Hadar Averbuch-Elor OCL 412 0 0 20 Jan 2025
BoK: Introducing Bag-of-Keywords Loss for Interpretable Dialogue Response Generation Suvodip Dey M. Desarkar OffRL 75 0 0 20 Jan 2025
A 2-step Framework for Automated Literary Translation Evaluation: Its Promises and Pitfalls Sheikh Shafayat Dongkeun Yoon Woori Jang Jiwoo Choi Alice Oh Seohyon Jung 148 1 0 03 Jan 2025
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks Ziyan Jiang Rui Meng Xinyi Yang Semih Yavuz Yingbo Zhou Wenhu Chen MLLM VLM 160 26 0 03 Jan 2025
LLM-based Translation Inference with Iterative Bilingual Understanding Andong Chen Kehai Chen Yang Xiang Xuefeng Bai Muyun Yang Yang Feng Tiejun Zhao Min Zhang LRM 105 5 0 31 Dec 2024
Fine-Grained Reward Optimization for Machine Translation using Error Severity Mappings Miguel Moura Ramos Tomás Almeida Daniel Vareta Filipe Azevedo Sweta Agrawal Patrick Fernandes André F. T. Martins 82 4 0 08 Nov 2024
How Good Are LLMs for Literary Translation, Really? Literary Translation Evaluation with Humans and LLMs Ran Zhang Wei Zhao Steffen Eger 106 8 0 24 Oct 2024
Adapters for Altering LLM Vocabularies: What Languages Benefit the Most? HyoJung Han Akiko Eriguchi Haoran Xu Hieu T. Hoang Marine Carpuat Huda Khayrallah VLM 69 3 0 12 Oct 2024
SPORTU: A Comprehensive Sports Understanding Benchmark for Multimodal Large Language Models H. Xia Zhengbang Yang Junbo Zou Rhys Tracy Yuqing Wang ... Xun Shao Zhuoqing Xie Yuan-fang Wang Weining Shen Hanjie Chen ReLM LRM ELM 64 3 0 11 Oct 2024
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations Hadas Orgad Michael Toker Zorik Gekhman Roi Reichart Idan Szpektor Hadas Kotek Yonatan Belinkov HILM AIFin 92 42 0 03 Oct 2024
Better Instruction-Following Through Minimum Bayes Risk Ian Wu Patrick Fernandes Amanda Bertsch Seungone Kim Sina Pakazad Graham Neubig 116 11 0 03 Oct 2024
MetaMetrics: Calibrating Metrics For Generation Tasks Using Human Preferences Genta Indra Winata David Anugraha Lucky Susanto Garry Kuwanto Derry Wijaya 99 11 0 03 Oct 2024
Cross-lingual Human-Preference Alignment for Neural Machine Translation with Direct Quality Optimization Kaden Uhlig Joern Wuebker Raphael Reinauer John DeNero 78 0 0 26 Sep 2024
Your Weak LLM is Secretly a Strong Teacher for Alignment Leitian Tao Yixuan Li 109 8 0 13 Sep 2024
An Efficient Sign Language Translation Using Spatial Configuration and Motion Dynamics with LLMs Eui Jun Hwang Sukmin Cho Junmyeong Lee Jong C. Park SLR 85 4 0 20 Aug 2024
Recording for Eyes, Not Echoing to Ears: Contextualized Spoken-to-Written Conversion of ASR Transcripts Jiaqing Liu Chong Deng Qinglin Zhang Shilin Zhou Hai Yu Hai Yu Wen Wang 71 0 0 19 Aug 2024
On Speeding Up Language Model Evaluation Jin Peng Zhou Christian K. Belardi Ruihan Wu Travis Zhang Carla P. Gomes Wen Sun Kilian Q. Weinberger 82 1 0 08 Jul 2024
Sentence-level Aggregation of Lexical Metrics Correlates Stronger with Human Judgements than Corpus-level Aggregation Paulo Cavalin P. Domingues Claudio S. Pinhanez 69 1 0 03 Jul 2024
Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories Tianlong Wang Xianfeng Jiao Yifan He Zhongzhi Chen Yinghao Zhu Xu Chu Junyi Gao Yasha Wang Liantao Ma LLMSV 99 12 0 26 May 2024
(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts Minghao Wu Jiahao Xu Yulin Yuan Gholamreza Haffari Longyue Wang Weihua Luo Kaifu Zhang LLMAG 150 27 0 20 May 2024
Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore Junchao Wu Runzhe Zhan Derek F. Wong Shu Yang Xuebo Liu Lidia S. Chao Min Zhang DeLMO 100 5 0 07 May 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 154 55 0 23 Apr 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 210 90 0 05 Mar 2024
A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models Xiujie Song Mengyue Wu Ke Zhu Chunhao Zhang Yanyi Chen LRM ELM 69 3 0 28 Feb 2024
Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions Hanjie Chen Zhouxiang Fang Yash Singla Mark Dredze ELM AI4MH 92 39 0 28 Feb 2024
Only Send What You Need: Learning to Communicate Efficiently in Federated Multilingual Machine Translation Yun-Wei Chu Dong-Jun Han Christopher G. Brinton 95 4 0 15 Jan 2024
Semantic Consistency for Assuring Reliability of Large Language Models Harsh Raj Vipul Gupta Domenic Rosati S. Majumdar HILM 132 14 0 17 Aug 2023
Learning Evaluation Models from Large Language Models for Sequence Generation Chenglong Wang Hang Zhou Kai-Chun Chang Tongran Liu Chunliang Zhang Quan Du Tong Xiao Yue Zhang Jingbo Zhu ELM 106 3 0 08 Aug 2023
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 96 15 0 11 Jun 2022
Towards a Decomposable Metric for Explainable Evaluation of Text Generation from AMR Juri Opitz Anette Frank 107 35 0 20 Aug 2020
Sticking to the Facts: Confident Decoding for Faithful Data-to-Text Generation Ran Tian Shashi Narayan Thibault Sellam Ankur P. Parikh HILM 84 96 0 19 Oct 2019
Automatic Quality Estimation for Natural Language Generation: Ranting (Jointly Rating and Ranking) Ondrej Dusek Karin Sevegnani Ioannis Konstas Verena Rieser ALM 44 9 0 10 Oct 2019
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Wei Zhao Maxime Peyrard Fei Liu Yang Gao Christian M. Meyer Steffen Eger 167 598 0 05 Sep 2019
SumQE: a BERT-based Summary Quality Estimation Model Stratos Xenouleas Prodromos Malakasiotis Marianna Apidianaki Ion Androutsopoulos 45 37 0 02 Sep 2019