Title
The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation Jie He Tao Wang Deyi Xiong Qun Liu ELM LRM 82 27 0 05 Mar 2025
A comparison of translation performance between DeepL and Supertext Alex Flückiger Chantal Amrhein Tim Graf Frédéric Odermatt Martin Pömsl Philippe Schläpfer Florian Schottmann Samuel Laubli ELM 45 0 0 04 Feb 2025
Consistency of Responses and Continuations Generated by Large Language Models on Social Media Wenlu Fan Bo Li Chenyang Wang Bin Wang Wentao Xu 64 1 0 14 Jan 2025
DAHRS: Divergence-Aware Hallucination-Remediated SRL Projection Sangpil Youm Brodie Mather Chathuri Jayaweera Juliana Prada Bonnie J. Dorr VLM 38 0 0 12 Jul 2024
Convergences and Divergences between Automatic Assessment and Human Evaluation: Insights from Comparing ChatGPT-Generated Translation and Neural Machine Translation Zhaokun Jiang Ziyin Zhang EGVM 24 3 0 10 Jan 2024
Machine Translation Testing via Syntactic Tree Pruning Quanjun Zhang Juan Zhai Chunrong Fang Jiawei Liu Weisong Sun Haichuan Hu Qingyu Wang 31 3 0 01 Jan 2024
Evaluating Optimal Reference Translations Vilém Zouhar Vvera Kloudová Martin Popel Ondrej Bojar 37 2 0 28 Nov 2023
ViPE: Visualise Pretty-much Everything Hassan Shahmohammadi Adhiraj Ghosh Hendrik P. A. Lensch DiffM 31 1 0 16 Oct 2023
TranSFormer: Slow-Fast Transformer for Machine Translation Bei Li Yi Jing Xu Tan Zhen Xing Tong Xiao Jingbo Zhu 49 7 0 26 May 2023
Utility-Probability Duality of Neural Networks Bojun Huang Fei Yuan UQCV 35 1 0 24 May 2023
Challenges in Context-Aware Neural Machine Translation Linghao Jin Jacqueline He Jonathan May Xuezhe Ma 38 7 0 23 May 2023
A Study on ReLU and Softmax in Transformer Kai Shen Junliang Guo Xuejiao Tan Siliang Tang Rui Wang Jiang Bian 27 53 0 13 Feb 2023
Democratizing Neural Machine Translation with OPUS-MT Jörg Tiedemann Mikko Aulamo Daria Bakshandaeva M. Boggia Stig-Arne Gronroos Tommi Nieminen Alessandro Raganato Yves Scherrer Raúl Vázquez Sami Virpioja 18 28 0 04 Dec 2022
Gradient Imitation Reinforcement Learning for General Low-Resource Information Extraction Xuming Hu Shiao Meng Chenwei Zhang Xiangli Yang Lijie Wen Irwin King Philip S. Yu 52 0 0 11 Nov 2022
Searching for a higher power in the human evaluation of MT Johnny Tian-Zheng Wei Tom Kocmi C. Federmann 18 6 0 20 Oct 2022
A baseline revisited: Pushing the limits of multi-segment models for context-aware translation Suvodeep Majumde Stanislas Lauly Maria Nadejde Marcello Federico Georgiana Dinu 38 13 0 19 Oct 2022
Building Multilingual Machine Translation Systems That Serve Arbitrary X-Y Translations Akiko Eriguchi Shufang Xie Tao Qin Hany Awadalla LRM 53 7 0 30 Jun 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
CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality Maria Nadejde Anna Currey B. Hsu Xing Niu Marcello Federico Georgiana Dinu 22 24 0 09 May 2022
Isomorphic Cross-lingual Embeddings for Low-Resource Languages Sonal Sannigrahi Jesse Read 29 1 0 28 Mar 2022
Improving Neural Machine Translation by Denoising Training Liang Ding Keqin Peng Dacheng Tao VLM AI4CE 41 6 0 19 Jan 2022
Improve Sentence Alignment by Divide-and-conquer Wu Zhang 16 0 0 18 Jan 2022
How do lexical semantics affect translation? An empirical study Vivek Subramanian Dhanasekar Sundararaman 25 5 0 31 Dec 2021
Faithful Target Attribute Prediction in Neural Machine Translation Xing Niu Georgiana Dinu Prashant Mathur Anna Currey 30 4 0 24 Sep 2021
Non-Parametric Online Learning from Human Feedback for Neural Machine Translation Dongqi Wang Hao-Ran Wei Zhirui Zhang Shujian Huang Jun Xie Jiajun Chen OffRL 57 15 0 23 Sep 2021
Improving Neural Machine Translation by Bidirectional Training Liang Ding Di Wu Dacheng Tao 29 29 0 16 Sep 2021
Sequence Length is a Domain: Length-based Overfitting in Transformer Models Dusan Varis Ondrej Bojar 51 57 0 15 Sep 2021
Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation Xin Zheng Zhirui Zhang Shujian Huang Boxing Chen Jun Xie Weihua Luo Jiajun Chen 70 25 0 14 Sep 2021
Perturbation CheckLists for Evaluating NLG Evaluation Metrics Ananya B. Sai Tanay Dixit D. Y. Sheth S. Mohan Mitesh M. Khapra AAML 116 58 0 13 Sep 2021
HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints Sahana Ramnath Melvin Johnson Abhirut Gupta A. Raghuveer 48 8 0 09 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 33 150 0 01 Sep 2021
Modeling Bilingual Conversational Characteristics for Neural Chat Translation Yunlong Liang Fandong Meng Jinan Xu Jinan Xu Jie Zhou 11 28 0 23 Jul 2021
A Discussion on Building Practical NLP Leaderboards: The Case of Machine Translation Sebastin Santy Prasanta Bhattacharya LLMAG 33 2 0 11 Jun 2021
On Compositional Generalization of Neural Machine Translation Yafu Li Yongjing Yin Yulong Chen Yue Zhang 156 45 0 31 May 2021
Reliability Testing for Natural Language Processing Systems Samson Tan Chenyu You K. Baxter Araz Taeihagh G. Bennett Min-Yen Kan 15 38 0 06 May 2021
Experts, Errors, and Context: A Large-Scale Study of Human Evaluation for Machine Translation Markus Freitag George F. Foster David Grangier Viresh Ratnakar Qijun Tan Wolfgang Macherey 21 375 0 29 Apr 2021
Reference-based Weak Supervision for Answer Sentence Selection using Web Data Vivek Krishnamurthy Thuy Vu Alessandro Moschitti 21 1 0 18 Apr 2021
Survey on reinforcement learning for language processing Víctor Uc Cetina Nicolás Navarro-Guerrero A. Martín-González C. Weber S. Wermter OffRL 24 101 0 12 Apr 2021
An Approach to Improve Robustness of NLP Systems against ASR Errors Tong Cui Jinghui Xiao Liangyou Li Xin Jiang Qun Liu 27 11 0 25 Mar 2021
Finetuning Pretrained Transformers into RNNs Jungo Kasai Hao Peng Yizhe Zhang Dani Yogatama Gabriel Ilharco Nikolaos Pappas Yi Mao Weizhu Chen Noah A. Smith 44 63 0 24 Mar 2021
BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation Yu Jiang Tianyu Liu Shuming Ma Dongdong Zhang Jian Yang Haoyang Huang Rico Sennrich Ryan Cotterell Mrinmaya Sachan M. Zhou 24 58 0 22 Mar 2021
Accelerating Deep Learning Inference via Learned Caches Arjun Balasubramanian Adarsh Kumar Yuhan Liu Han Cao Shivaram Venkataraman Aditya Akella 28 18 0 18 Jan 2021
Neural Machine Translation: A Review of Methods, Resources, and Tools Zhixing Tan Shuo Wang Zonghan Yang Gang Chen Xuancheng Huang Maosong Sun Yang Liu 3DV AI4TS 22 105 0 31 Dec 2020
Understanding and Improving Lexical Choice in Non-Autoregressive Translation Liang Ding Longyue Wang Xuebo Liu Derek F. Wong Dacheng Tao Zhaopeng Tu 112 77 0 29 Dec 2020
CxGBERT: BERT meets Construction Grammar Harish Tayyar Madabushi Laurence Romain Dagmar Divjak P. Milin 19 40 0 09 Nov 2020
Masked Contrastive Representation Learning for Reinforcement Learning Jinhua Zhu Yingce Xia Lijun Wu Jiajun Deng Wen-gang Zhou Tao Qin Houqiang Li SSL OffRL 34 55 0 15 Oct 2020
Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine Translation Jungo Kasai Nikolaos Pappas Hao Peng James Cross Noah A. Smith 41 134 0 18 Jun 2020
Reassessing Claims of Human Parity and Super-Human Performance in Machine Translation at WMT 2019 Antonio Toral 19 43 0 12 May 2020
Capsule-Transformer for Neural Machine Translation Sufeng Duan Juncheng Cao Hai Zhao MedIm 27 4 0 30 Apr 2020
Self-Attention with Cross-Lingual Position Representation Liang Ding Longyue Wang Dacheng Tao MILM 33 37 0 28 Apr 2020