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2005.01196
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On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
3 May 2020
Wei Zhao
Goran Glavaš
Maxime Peyrard
Yang Gao
Robert West
Steffen Eger
ELM
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Papers citing
"On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation"
42 / 42 papers shown
TikZero: Zero-Shot Text-Guided Graphics Program Synthesis
Jonas Belouadi
Eddy Ilg
Margret Keuper
Hideki Tanaka
Masao Utiyama
Mary Dabre
Steffen Eger
Simone Paolo Ponzetto
700
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0
14 Mar 2025
Reference-free Evaluation Metrics for Text Generation: A Survey
Takumi Ito
Kees van Deemter
Jun Suzuki
ELM
449
11
0
21 Jan 2025
Consistency of Responses and Continuations Generated by Large Language Models on Social Media
Wenlu Fan
Yinlin Zhu
Chenyang Wang
Bin Wang
633
7
0
14 Jan 2025
PharmaGPT: Domain-Specific Large Language Models for Bio-Pharmaceutical and Chemistry
Linqing Chen
Wentao Wu
Zilong Bai
Peng Xu
Yan Fang
...
Lisha Zhang
Fu Bian
Zhongkai Ye
Lidong Pei
Changyang Tu
AI4MH
LM&MA
419
5
0
26 Jun 2024
Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal Interventions
Jordan Meadows
Tamsin James
André Freitas
ReLM
LRM
AI4CE
237
4
0
29 Apr 2024
REFeREE: A REference-FREE Model-Based Metric for Text Simplification
Yichen Huang
Ekaterina Kochmar
296
5
0
26 Mar 2024
Towards Explainable Evaluation Metrics for Machine Translation
Journal of machine learning research (JMLR), 2023
Christoph Leiter
Piyawat Lertvittayakumjorn
M. Fomicheva
Wei Zhao
Yang Gao
Steffen Eger
ELM
367
27
0
22 Jun 2023
Knowledge-Prompted Estimator: A Novel Approach to Explainable Machine Translation Assessment
International Conference on Advanced Communication Technology (ICACT), 2023
Hao Yang
Min Zhang
Shimin Tao
Minghan Wang
Daimeng Wei
Yanfei Jiang
LRM
174
11
0
13 Jun 2023
Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying References
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Tianyi Tang
Hongyuan Lu
Yuchen Eleanor Jiang
Haoyang Huang
Dongdong Zhang
Wayne Xin Zhao
Tom Kocmi
Furu Wei
232
10
0
24 May 2023
Revisiting Grammatical Error Correction Evaluation and Beyond
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Peiyuan Gong
Xuebo Liu
Heyan Huang
Min Zhang
274
25
0
03 Nov 2022
EffEval: A Comprehensive Evaluation of Efficiency for MT Evaluation Metrics
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Daniil Larionov
Jens Grunwald
Christoph Leiter
Steffen Eger
259
7
0
20 Sep 2022
Rethinking Round-Trip Translation for Machine Translation Evaluation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Terry Yue Zhuo
Xingliang Yuan
Xuanli He
Trevor Cohn
LRM
295
9
0
15 Sep 2022
MENLI: Robust Evaluation Metrics from Natural Language Inference
Transactions of the Association for Computational Linguistics (TACL), 2022
Yanran Chen
Steffen Eger
630
32
0
15 Aug 2022
Context Matters for Image Descriptions for Accessibility: Challenges for Referenceless Evaluation Metrics
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Elisa Kreiss
Cynthia L. Bennett
Shayan Hooshmand
E. Zelikman
Meredith Ringel Morris
Christopher Potts
307
38
0
21 May 2022
UniTE: Unified Translation Evaluation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Boyi Deng
Dayiheng Liu
Baosong Yang
Haibo Zhang
Boxing Chen
Yang Li
Lidia S. Chao
267
44
0
28 Apr 2022
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval
International Conference on Computational Linguistics (COLING), 2022
Robert Litschko
Ivan Vulić
Goran Glavaš
LRM
478
21
0
05 Apr 2022
Reproducibility Issues for BERT-based Evaluation Metrics
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yanran Chen
Jonas Belouadi
Steffen Eger
491
21
0
30 Mar 2022
Towards Explainable Evaluation Metrics for Natural Language Generation
Christoph Leiter
Piyawat Lertvittayakumjorn
M. Fomicheva
Wei Zhao
Yang Gao
Steffen Eger
AAML
ELM
288
22
0
21 Mar 2022
Better Quality Estimation for Low Resource Corpus Mining
Findings (Findings), 2022
Muhammed Yusuf Kocyigit
Jiho Lee
Derry Wijaya
199
9
0
15 Mar 2022
USCORE: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Jonas Belouadi
Steffen Eger
436
20
0
21 Feb 2022
Moving Other Way: Exploring Word Mover Distance Extensions
International Conference on Complex Information Systems (ICCIS), 2022
Ilya Smirnov
Ivan P. Yamshchikov
239
1
0
07 Feb 2022
Constrained Density Matching and Modeling for Cross-lingual Alignment of Contextualized Representations
Asian Conference on Machine Learning (ACML), 2022
Wei Zhao
Steffen Eger
240
1
0
31 Jan 2022
DiscoScore: Evaluating Text Generation with BERT and Discourse Coherence
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Wei Zhao
Michael Strube
Steffen Eger
447
50
0
26 Jan 2022
On Cross-Lingual Retrieval with Multilingual Text Encoders
Robert Litschko
Ivan Vulić
Simone Paolo Ponzetto
Goran Glavaš
217
53
0
21 Dec 2021
Better than Average: Paired Evaluation of NLP Systems
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Maxime Peyrard
Wei Zhao
Steffen Eger
Robert West
ELM
394
35
0
20 Oct 2021
Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Marvin Kaster
Wei Zhao
Steffen Eger
310
31
0
08 Oct 2021
The Eval4NLP Shared Task on Explainable Quality Estimation: Overview and Results
M. Fomicheva
Piyawat Lertvittayakumjorn
Wei Zhao
Steffen Eger
Yang Gao
ELM
327
43
0
08 Oct 2021
Investigating Post-pretraining Representation Alignment for Cross-Lingual Question Answering
Workshop on Machine Reading for Question Answering (MRQA), 2021
Fahim Faisal
Antonios Anastasopoulos
218
4
0
24 Sep 2021
Exploiting Curriculum Learning in Unsupervised Neural Machine Translation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Jinliang Lu
Jiajun Zhang
185
10
0
23 Sep 2021
Changes in European Solidarity Before and During COVID-19: Evidence from a Large Crowd- and Expert-Annotated Twitter Dataset
A. Ils
Dan Liu
Daniela Grunow
Steffen Eger
261
12
0
02 Aug 2021
Re-evaluating Word Mover's Distance
International Conference on Machine Learning (ICML), 2021
Ryoma Sato
M. Yamada
H. Kashima
468
25
0
30 May 2021
CLIPScore: A Reference-free Evaluation Metric for Image Captioning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Jack Hessel
Ari Holtzman
Maxwell Forbes
Ronan Le Bras
Yejin Choi
CLIP
1.2K
2,636
0
18 Apr 2021
Sometimes We Want Translationese
Prasanna Parthasarathi
Koustuv Sinha
J. Pineau
Adina Williams
AAML
265
4
0
15 Apr 2021
Assessing Reference-Free Peer Evaluation for Machine Translation
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Sweta Agrawal
George F. Foster
Markus Freitag
Colin Cherry
LRM
217
11
0
12 Apr 2021
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval
European Conference on Information Retrieval (ECIR), 2021
Robert Litschko
Ivan Vulić
Simone Paolo Ponzetto
Goran Glavaš
249
28
0
21 Jan 2021
Probing Multilingual BERT for Genetic and Typological Signals
Taraka Rama
Lisa Beinborn
Steffen Eger
287
28
0
04 Nov 2020
KoBE: Knowledge-Based Machine Translation Evaluation
Findings (Findings), 2020
Zorik Gekhman
Roee Aharoni
Genady Beryozkin
Markus Freitag
Wolfgang Macherey
233
15
0
23 Sep 2020
COMET: A Neural Framework for MT Evaluation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Ricardo Rei
Craig Alan Stewart
Ana C. Farinha
A. Lavie
647
1,501
0
18 Sep 2020
Inducing Language-Agnostic Multilingual Representations
Wei Zhao
Steffen Eger
Johannes Bjerva
Isabelle Augenstein
256
70
0
20 Aug 2020
Is Supervised Syntactic Parsing Beneficial for Language Understanding? An Empirical Investigation
Goran Glavaš
Ivan Vulić
336
72
0
15 Aug 2020
Identifying Necessary Elements for BERT's Multilinguality
Philipp Dufter
Hinrich Schütze
452
18
0
01 May 2020
On the Language Neutrality of Pre-trained Multilingual Representations
Findings (Findings), 2020
Jindrich Libovický
Rudolf Rosa
Kangyang Luo
518
120
0
09 Apr 2020
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