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Correcting Length Bias in Neural Machine Translation

29 August 2018

Papers citing "Correcting Length Bias in Neural Machine Translation"

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Title
LLM Microscope: What Model Internals Reveal About Answer Correctness and Context Utilization Jiarui Liu Jivitesh Jain Mona T. Diab Nishant Subramani 129 0 0 05 Oct 2025
Fine-grained Video Dubbing Duration Alignment with Segment Supervised Preference OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Chaoqun Cui Liangbin Huang Shijing Wang Zhe Tong Zhaolong Huang Xiao Zeng Xiaofeng Liu 108 4 0 12 Aug 2025
Length Representations in Large Language Models Sangjun Moon Dasom Choi Jingun Kwon Hidetaka Kamigaito Manabu Okumura MILM 163 1 0 27 Jul 2025
Controlling Summarization Length Through EOS Token Weighting Zeno Belligoli Emmanouil Stergiadis Eran Fainman Ilya Gusev 191 1 0 05 Jun 2025
Causal Estimation of Tokenisation BiasAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Pietro Lesci Clara Meister Thomas Hofmann Andreas Vlachos Tiago Pimentel 211 5 0 03 Jun 2025
Improving the Calibration of Confidence Scores in Text Generation Using the Output Distribution's CharacteristicsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Lorenzo Jaime Yu Flores Ori Ernst Jackie Chi Kit Cheung 216 0 0 31 May 2025
Reinforcement Learning for Better Verbalized Confidence in Long-Form Generation Caiqi Zhang Xiaochen Zhu Chengzu Li Nigel Collier Andreas Vlachos OffRL HILM 235 7 0 29 May 2025
UNCERTAINTY-LINE: Length-Invariant Estimation of Uncertainty for Large Language Models Roman Vashurin Maiya Goloburda Preslav Nakov Maxim Panov 184 0 0 25 May 2025
TokUR: Token-Level Uncertainty Estimation for Large Language Model Reasoning Tunyu Zhang Haizhou Shi Yibin Wang Hengyi Wang Xiaoxiao He ... Ligong Han Kai Xu Huatian Zhang Dimitris N. Metaxas Hao Wang LRM 424 5 0 16 May 2025
Calibrating Translation Decoding with Quality Estimation on LLMs Di Wu Yibin Lei Christof Monz 365 0 0 26 Apr 2025
Fast Controlled Generation from Language Models with Adaptive Weighted Rejection Sampling Benjamin Lipkin Benjamin LeBrun Jacob Hoover Vigly João Loula David R. MacIver ... Robert Bamler Vikash K. Mansinghka Timothy J. O'Donnell Alexander K. Lew Tim Vieira 339 5 0 07 Apr 2025
CER: Confidence Enhanced Reasoning in LLMsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Ali Razghandi Seyed Mohammad Hadi Hosseini Mahdieh Soleymani Baghshah LRM 495 7 0 20 Feb 2025
Reliable Text-to-SQL with Adaptive Abstention Kaiwen Chen Yueting Chen Xiaohui Yu Nick Koudas RALM 277 7 0 18 Jan 2025
UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Boyang Xue Fei Mi Qi Zhu Hongru Wang Rui Wang Sheng Wang Erxin Yu Xuming Hu Kam-Fai Wong HILM 501 6 0 16 Dec 2024
Label-Confidence-Aware Uncertainty Estimation in Natural Language Generation Qinhong Lin Linna Zhou Zhongliang Yang Yuang Cai HILM 208 1 0 10 Dec 2024
A Stitch in Time Saves Nine: Small VLM is a Precise Guidance for Accelerating Large VLMsComputer Vision and Pattern Recognition (CVPR), 2024 Wangbo Zhao Yizeng Han Jiasheng Tang Hao Sun Yibing Song Kaidi Wang Zinan Lin Yang You 425 22 0 04 Dec 2024
Provable Length Generalization in Sequence Prediction via Spectral Filtering Annie Marsden Evan Dogariu Naman Agarwal Xinyi Chen Daniel Suo Elad Hazan 322 1 0 01 Nov 2024
Post-hoc Reward Calibration: A Case Study on Length BiasInternational Conference on Learning Representations (ICLR), 2024 Zeyu Huang Zihan Qiu Zili Wang Edoardo M. Ponti Ivan Titov 274 11 0 25 Sep 2024
From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models Sean Welleck Amanda Bertsch Matthew Finlayson Hailey Schoelkopf Alex Xie Graham Neubig Ilia Kulikov Zaid Harchaoui 350 109 0 24 Jun 2024
Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs Jannik Kossen Jiatong Han Muhammed Razzak Lisa Schut Shreshth A. Malik Yarin Gal HILM 275 109 0 22 Jun 2024
Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation Boxuan Lyu Hidetaka Kamigaito Kotaro Funakoshi Manabu Okumura 498 0 0 17 Jun 2024
CSS: Contrastive Semantic Similarity for Uncertainty Quantification of LLMs Shuang Ao Stefan Rueger Advaith Siddharthan 197 4 0 05 Jun 2024
Semantic Density: Uncertainty Quantification in Semantic Space for Large Language Models Xin Qiu Risto Miikkulainen 227 5 0 22 May 2024
Setting up the Data Printer with Improved English to Ukrainian Machine Translation Yurii Paniv Dmytro Chaplynskyi Nikita Trynus Volodymyr Kyrylov AI4CE 250 3 0 23 Apr 2024
Language Model Cascades: Token-level uncertainty and beyond Neha Gupta Harikrishna Narasimhan Wittawat Jitkrittum A. S. Rawat A. Menon Sanjiv Kumar UQLM 408 87 0 15 Apr 2024
LUQ: Long-text Uncertainty Quantification for LLMs Caiqi Zhang Fangyu Liu Marco Basaldella Nigel Collier HILM 313 60 0 29 Mar 2024
Sequential Decision-Making for Inline Text Autocomplete Rohan Chitnis Shentao Yang A. Geramifard LRM 224 1 0 21 Mar 2024
Whose wife is it anyway? Assessing bias against same-gender relationships in machine translation Ian Stewart Amélie Reymond 237 9 0 10 Jan 2024
An Autoregressive Text-to-Graph Framework for Joint Entity and Relation ExtractionAAAI Conference on Artificial Intelligence (AAAI), 2024 Urchade Zaratiana Nadi Tomeh Pierre Holat Thierry Charnois 208 31 0 02 Jan 2024
StarVector: Generating Scalable Vector Graphics Code from Images and TextComputer Vision and Pattern Recognition (CVPR), 2023 Juan A. Rodriguez Shubham Agarwal I. Laradji Pau Rodríguez P. Rodríguez Sai Rajeswar David Vazquez Christopher Pal M. Pedersoli 346 4 0 17 Dec 2023
Code Search Debiasing:Improve Search Results beyond Overall Ranking Performance Sheng Zhang Hui Li Yanlin Wang Zhao Wei Yong Xiu Juhong Wang Rongong Ji 125 3 0 25 Nov 2023
MAP's not dead yet: Uncovering true language model modes by conditioning away degeneracy Davis Yoshida Kartik Goyal Kevin Gimpel MoE 143 1 0 15 Nov 2023
A Survey of Confidence Estimation and Calibration in Large Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Fauzan Farooqui Fengyu Cai Yuxia Wang Heinz Koeppl Preslav Nakov Iryna Gurevych UQCV 449 154 0 14 Nov 2023
Model-Based Minimum Bayes Risk Decoding for Text Generation Yuu Jinnai Tetsuro Morimura Ukyo Honda Kaito Ariu Kenshi Abe 231 9 0 09 Nov 2023
Sequence-Level Certainty Reduces Hallucination In Knowledge-Grounded Dialogue Generation Yixin Wan Fanyou Wu Weijie Xu Srinivasan H. Sengamedu HILM 344 5 0 28 Oct 2023
Formally Specifying the High-Level Behavior of LLM-Based Agents Mayank Agarwal Ibrahim Abdelaziz Ramón Fernández Astudillo Kinjal Basu Soham Dan Yara Rizk Achille Fokoue Pavan Kapanipathi Salim Roukos Luis A. Lastras LLMAG 276 14 0 12 Oct 2023
A Long Way to Go: Investigating Length Correlations in RLHF Prasann Singhal Tanya Goyal Jiacheng Xu Greg Durrett 471 203 0 05 Oct 2023
It's MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk Amanda Bertsch Alex Xie Graham Neubig Matthew R. Gormley 177 44 0 02 Oct 2023
Chunked Attention-based Encoder-Decoder Model for Streaming Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Mohammad Zeineldeen Albert Zeyer Ralf Schluter Hermann Ney AuLLM 277 9 0 15 Sep 2023
On the Depth between Beam Search and Exhaustive Search for Text Generation Yuu Jinnai Tetsuro Morimura Ukyo Honda 145 2 0 25 Aug 2023
Integration of Frame- and Label-synchronous Beam Search for Streaming Encoder-decoder Speech RecognitionInterspeech (Interspeech), 2023 E. Tsunoo Hayato Futami Yosuke Kashiwagi Siddhant Arora Shinji Watanabe 176 4 0 24 Jul 2023
Robots That Ask For Help: Uncertainty Alignment for Large Language Model PlannersConference on Robot Learning (CoRL), 2023 Allen Z. Ren Anushri Dixit Alexandra Bodrova Sumeet Singh Stephen Tu ... Jacob Varley Zhenjia Xu Dorsa Sadigh Andy Zeng Anirudha Majumdar LM&Ro 441 298 0 04 Jul 2023
Length Generalization in Arithmetic Transformers Samy Jelassi Stéphane dÁscoli Carles Domingo-Enrich Yuhuai Wu Yuan-Fang Li Franccois Charton 215 52 0 27 Jun 2023
When to Read Documents or QA History: On Unified and Selective Open-domain QAAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Kyungjae Lee Sanghyun Han Seung-won Hwang Moontae Lee RALM 160 4 0 07 Jun 2023
Sequential Monte Carlo Steering of Large Language Models using Probabilistic Programs Alexander K. Lew Tan Zhi-Xuan Gabriel Grand Vikash K. Mansinghka LLMSV LRM 418 56 0 05 Jun 2023
Uncertainty in Natural Language Processing: Sources, Quantification, and Applications Mengting Hu Zhen Zhang Shiwan Zhao Shiyu Huang Bingzhe Wu BDL 250 52 0 05 Jun 2023
Utility-Probability Duality of Neural Networks Bojun Huang Fei Yuan UQCV 204 2 0 24 May 2023
Neural Machine Translation For Low Resource Languages V. Goyle Parvathy Krishnaswamy K. G. Ravikumar Utsa Chattopadhyay Kartikay Goyle 72 0 0 16 Apr 2023
End-to-End Speech Recognition: A SurveyIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023 Rohit Prabhavalkar Takaaki Hori Tara N. Sainath Ralf Schluter Shinji Watanabe VLM 256 239 0 03 Mar 2023
Interactive Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Felix Faltings Michel Galley Baolin Peng Kianté Brantley Weixin Cai Yizhe Zhang Jianfeng Gao Bill Dolan 301 0 0 02 Mar 2023