On NMT Search Errors and Model Errors: Cat Got Your Tongue?

27 August 2019

Papers citing "On NMT Search Errors and Model Errors: Cat Got Your Tongue?"

47 / 47 papers shown

Title
Exact Byte-Level Probabilities from Tokenized Language Models for FIM-Tasks and Model Ensembles Buu Phan Brandon Amos Itai Gat Marton Havasi Matthew Muckley Karen Ullrich 47 1 0 11 Oct 2024
Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation Boxuan Lyu Hidetaka Kamigaito Kotaro Funakoshi Manabu Okumura 43 0 0 17 Jun 2024
Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding Yuu Jinnai Ukyo Honda Tetsuro Morimura Peinan Zhang 34 6 0 10 Jan 2024
Generative Models as a Complex Systems Science: How can we make sense of large language model behavior? Ari Holtzman Peter West Luke Zettlemoyer AI4CE 34 14 0 31 Jul 2023
MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies Shiyue Zhang Shijie Wu Ozan Irsoy Steven Lu Joey Tianyi Zhou Mark Dredze David S. Rosenberg 25 9 0 26 May 2023
Utility-Probability Duality of Neural Networks Bojun Huang Fei Yuan UQCV 35 1 0 24 May 2023
Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning Saibo Geng Martin Josifosky Maxime Peyrard Robert West 42 60 0 23 May 2023
Bidirectional Transformer Reranker for Grammatical Error Correction Ying Zhang Hidetaka Kamigaito Manabu Okumura 24 2 0 22 May 2023
Hallucinations in Large Multilingual Translation Models Nuno M. Guerreiro Duarte M. Alves Jonas Waldendorf Barry Haddow Alexandra Birch Pierre Colombo André F.T. Martins VLM HILM LRM 37 141 0 28 Mar 2023
Tuning computer vision models with task rewards André Susano Pinto Alexander Kolesnikov Yuge Shi Lucas Beyer Xiaohua Zhai VLM 29 40 0 16 Feb 2023
Why do Nearest Neighbor Language Models Work? Frank F. Xu Uri Alon Graham Neubig RALM 30 22 0 07 Jan 2023
LENS: A Learnable Evaluation Metric for Text Simplification Mounica Maddela Yao Dou David Heineman Wei Xu 29 63 0 19 Dec 2022
DC-MBR: Distributional Cooling for Minimum Bayesian Risk Decoding Jianhao Yan Jin Xu Fandong Meng Jie Zhou Yue Zhang 24 3 0 08 Dec 2022
Coder Reviewer Reranking for Code Generation Tianyi Zhang Tao Yu Tatsunori B. Hashimoto M. Lewis Wen-tau Yih Daniel Fried Sida I. Wang 44 93 0 29 Nov 2022
CUNI Submission in WMT22 General Task Josef Jon Martin Popel Ondrej Bojar 6 6 0 29 Nov 2022
Best- $k$ Search Algorithm for Neural Text Generation Jiacheng Xu Caiming Xiong Silvio Savarese Yingbo Zhou 37 5 0 22 Nov 2022
Reward Gaming in Conditional Text Generation Richard Yuanzhe Pang Vishakh Padmakumar Thibault Sellam Ankur P. Parikh He He 35 24 0 16 Nov 2022
SentBS: Sentence-level Beam Search for Controllable Summarization Chenhui Shen Liying Cheng Lidong Bing Yang You Luo Si 37 11 0 26 Oct 2022
A Continuum of Generation Tasks for Investigating Length Bias and Degenerate Repetition Darcey Riley David Chiang 26 5 0 19 Oct 2022
Viterbi Decoding of Directed Acyclic Transformer for Non-Autoregressive Machine Translation Chenze Shao Zhengrui Ma Yang Feng 42 14 0 11 Oct 2022
COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization Chen An Ming Zhong Zhiyong Wu Qinen Zhu Xuanjing Huang Xipeng Qiu 23 23 0 29 Sep 2022
GraphWalks: Efficient Shape Agnostic Geodesic Shortest Path Estimation Rolandos Alexandros Potamias Alexandros Neofytou Kyriaki-Margarita Bintsi S. Zafeiriou 35 13 0 30 May 2022
Twist Decoding: Diverse Generators Guide Each Other Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Hao Peng Ximing Lu Dragomir R. Radev Yejin Choi Noah A. Smith SyDa 27 4 0 19 May 2022
Quality-Aware Decoding for Neural Machine Translation Patrick Fernandes António Farinhas Ricardo Rei José G. C. de Souza Perez Ogayo Graham Neubig André F. T. Martins 43 57 0 02 May 2022
The Implicit Length Bias of Label Smoothing on Beam Search Decoding Bowen Liang Pidong Wang Yuan Cao 24 1 0 02 May 2022
A Call for Clarity in Beam Search: How It Works and When It Stops Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Dragomir R. Radev Yejin Choi Noah A. Smith 28 6 0 11 Apr 2022
On the probability-quality paradox in language generation Clara Meister Gian Wiher Tiago Pimentel Ryan Cotterell 36 14 0 31 Mar 2022
On Decoding Strategies for Neural Text Generators Gian Wiher Clara Meister Ryan Cotterell 30 65 0 29 Mar 2022
Evaluating Distributional Distortion in Neural Language Modeling Benjamin LeBrun Alessandro Sordoni Timothy J. O'Donnell 22 22 0 24 Mar 2022
Internet-augmented language models through few-shot prompting for open-domain question answering Angeliki Lazaridou E. Gribovskaya Wojciech Stokowiec N. Grigorev KELM LRM 20 132 0 10 Mar 2022
Enabling arbitrary translation objectives with Adaptive Tree Search Wang Ling Wojciech Stokowiec Domenic Donato Laurent Sartran Lei Yu Austin Matthews Chris Dyer 16 0 0 23 Feb 2022
Massive-scale Decoding for Text Generation using Lattices Jiacheng Xu Siddhartha Reddy Jonnalagadda Greg Durrett AI4CE 40 8 0 14 Dec 2021
Why don't people use character-level machine translation? Jindrich Libovický Helmut Schmid Alexander Fraser 65 28 0 15 Oct 2021
Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation Ivan Provilkov A. Malinin 25 4 0 13 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 39 150 0 01 Sep 2021
Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation Bryan Eikema Wilker Aziz 28 45 0 10 Aug 2021
Controlled Text Generation as Continuous Optimization with Multiple Constraints Sachin Kumar Eric Malmi Aliaksei Severyn Yulia Tsvetkov BDL AI4CE 43 76 0 04 Aug 2021
Determinantal Beam Search Clara Meister Martina Forster Ryan Cotterell 19 13 0 14 Jun 2021
Straight to the Gradient: Learning to Use Novel Tokens for Neural Text Generation Xiang Lin Simeng Han Chenyu You 20 24 0 14 Jun 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 27 86 0 14 Apr 2021
On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation Chaojun Wang Rico Sennrich 22 156 0 07 May 2020
AmbigQA: Answering Ambiguous Open-domain Questions Sewon Min Julian Michael Hannaneh Hajishirzi Luke Zettlemoyer 52 296 0 22 Apr 2020
Trading Off Diversity and Quality in Natural Language Generation Hugh Zhang Daniel Duckworth Daphne Ippolito Arvind Neelakantan 25 93 0 22 Apr 2020
Consistency of a Recurrent Language Model With Respect to Incomplete Decoding Sean Welleck Ilia Kulikov Jaedeok Kim Richard Yuanzhe Pang Kyunghyun Cho 17 65 0 06 Feb 2020
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 28 313 0 04 Dec 2019
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 224 1,209 0 12 Jun 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016