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Natural Language Processing
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Applications
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Machine Translation
4518 directly classified papers
Papers per year
2002: 1
2003: 1
2006: 2
2007: 3
2008: 1
2010: 1
2011: 1
2012: 1
2013: 2
2014: 1
2015: 1
2016: 38
2017: 105
2018: 344
2019: 452
2020: 524
2021: 686
2022: 501
2023: 508
2024: 587
2025: 655
2026: 103
Papers
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect
COLING 2022
Global Readiness of Language Technology for Healthcare: What Would It Take to Combat the Next Pandemic?
COLING 2022
Matching Structure for Dual Learning
ICML 2022
Examining Scaling and Transfer of Language Model Architectures for Machine Translation
ICML 2022
Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation
ACL 2022
Directed Acyclic Transformer for Non-Autoregressive Machine Translation
ICML 2022
Data Scaling Laws in NMT: The Effect of Noise and Architecture
ICML 2022
Overcoming Catastrophic Forgetting beyond Continual Learning: Balanced Training for Neural Machine Translation
ACL 2022
Non-Monotonic Latent Alignments for CTC-Based Non-Autoregressive Machine Translation
NIPS 2022
Quality Scoring of Source Words in Neural Translation Models
EMNLP 2022
Breaking the Representation Bottleneck of Chinese Characters: Neural Machine Translation with Stroke Sequence Modeling
EMNLP 2022
AfriTeVA: Extending ?Small Data? Pretraining Approaches to Sequence-to-Sequence Models
NAACL 2022
Unified NMT models for the Indian subcontinent, transcending script-barriers
NAACL 2022
A Taxonomy of Bias-Causing Ambiguities in Machine Translation
NAACL 2022
Geographical Distance Is The New Hyperparameter: A Case Study Of Finding The Optimal Pre-trained Language For English-isiZulu Machine Translation.
NAACL 2022
AppTek’s Submission to the IWSLT 2022 Isometric Spoken Language Translation Task
ACL 2022
HW-TSC’s Participation in the IWSLT 2022 Isometric Spoken Language Translation
ACL 2022
MirrorAlign: A Super Lightweight Unsupervised Word Alignment Model via Cross-Lingual Contrastive Learning
ACL 2022
Translation Error Detection as Rationale Extraction
ACL 2022
IndicBART: A Pre-trained Model for Indic Natural Language Generation
ACL 2022
Automatic Song Translation for Tonal Languages
ACL 2022
On the Locality of Attention in Direct Speech Translation
ACL 2022
Scheduled Multi-task Learning for Neural Chat Translation
ACL 2022
Improving Word Translation via Two-Stage Contrastive Learning
ACL 2022
Learning Confidence for Transformer-based Neural Machine Translation
ACL 2022
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