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Deep Learning
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Models
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Transformers
1,816 papers
Papers per year
2016: 1
2017: 10
2018: 45
2019: 126
2020: 259
2021: 298
2022: 359
2023: 237
2024: 226
2025: 251
2026: 4
Papers
Visually-Enhanced Phrase Understanding
ACL 2023
Hybrid-Regressive Paradigm for Accurate and Speed-Robust Neural Machine Translation
ACL 2023
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation
ACL 2023
Multilingual Sequence-to-Sequence Models for Hebrew NLP
ACL 2023
Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion
ACL 2023
CoMix: Guide Transformers to Code-Mix using POS structure and Phonetics
ACL 2023
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer
ACL 2023
MTCue: Learning Zero-Shot Control of Extra-Textual Attributes by Leveraging Unstructured Context in Neural Machine Translation
ACL 2023
Do transformer models do phonology like a linguist?
ACL 2023
DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers for Machine Translation
ACL 2023
From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment
ACL 2023
It is a Bird Therefore it is a Robin: On BERT’s Internal Consistency Between Hypernym Knowledge and Logical Words
ACL 2023
CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training
ACL 2023
Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models
ACL 2023
Alleviating Exposure Bias via Multi-level Contrastive Learning and Deviation Simulation in Abstractive Summarization
ACL 2023
Modular Transformers: Compressing Transformers into Modularized Layers for Flexible Efficient Inference
ACL 2023
AxomiyaBERTa: A Phonologically-aware Transformer Model for Assamese
ACL 2023
DMLM: Descriptive Masked Language Modeling
ACL 2023
Enhancing Translation for Indigenous Languages: Experiments with Multilingual Models
ACL 2023
Japanese Lexical Complexity for Non-Native Readers: A New Dataset
ACL 2023
Grammatical Error Correction for Sentence-level Assessment in Language Learning
ACL 2023
Transformer-based Hebrew NLP models for Short Answer Scoring in Biology
ACL 2023
Does BERT Exacerbate Gender or L1 Biases in Automated English Speaking Assessment?
ACL 2023
ADEQA: A Question Answer based approach for joint ADE-Suspect Extraction using Sequence-To-Sequence Transformers
ACL 2023
Building a Corpus for Biomedical Relation Extraction of Species Mentions
ACL 2023
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