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Deep Learning
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Transformers
9,294 papers
Papers per year
2011: 1
2014: 2
2015: 6
2016: 17
2017: 67
2018: 156
2019: 404
2020: 769
2021: 1217
2022: 1446
2023: 1628
2024: 1574
2025: 1647
2026: 360
Papers
Entity Enhancement for Implicit Discourse Relation Classification in the Biomedical Domain
ACL 2021
Sequence to General Tree: Knowledge-Guided Geometry Word Problem Solving
ACL 2021
Can Transformer Models Measure Coherence In Text: Re-Thinking the Shuffle Test
ACL 2021
Transformer-Based Direct Hidden Markov Model for Machine Translation
ACL 2021
Attending Self-Attention: A Case Study of Visually Grounded Supervision in Vision-and-Language Transformers
ACL 2021
How Many Layers and Why? An Analysis of the Model Depth in Transformers
ACL 2021
Changing the Basis of Contextual Representations with Explicit Semantics
ACL 2021
Personal Bias in Prediction of Emotions Elicited by Textual Opinions
ACL 2021
CMTA: COVID-19 Misinformation Multilingual Analysis on Twitter
ACL 2021
Neural Machine Translation with Synchronous Latent Phrase Structure
ACL 2021
Synchronous Syntactic Attention for Transformer Neural Machine Translation
ACL 2021
NeurST: Neural Speech Translation Toolkit
ACL 2021
Dodrio: Exploring Transformer Models with Interactive Visualization
ACL 2021
CLTR: An End-to-End, Transformer-Based System for Cell-Level Table Retrieval and Table Question Answering
ACL 2021
Ecco: An Open Source Library for the Explainability of Transformer Language Models
ACL 2021
Exploring Word Usage Change with Continuously Evolving Embeddings
ACL 2021
Stretch-VST: Getting Flexible With Visual Stories
ACL 2021
Automatic Fake News Detection in Political Platforms - A Transformer-based Approach
ACL 2021
DAAI at CASE 2021 Task 1: Transformer-based Multilingual Socio-political and Crisis Event Detection
ACL 2021
CASE 2021 Task 2: Zero-Shot Classification of Fine-Grained Sociopolitical Events with Transformer Models
ACL 2021
CASE 2021 Task 2 Socio-political Fine-grained Event Classification using Fine-tuned RoBERTa Document Embeddings
ACL 2021
Ensemble ALBERT and RoBERTa for Span Prediction in Question Answering
ACL 2021
Summary-Oriented Question Generation for Informational Queries
ACL 2021
Team JARS: DialDoc Subtask 1 - Improved Knowledge Identification with Supervised Out-of-Domain Pretraining
ACL 2021
Building Goal-oriented Document-grounded Dialogue Systems
ACL 2021
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