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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
Resolving Elliptical Compounds in German Medical Text
ACL 2023
BioNART: A Biomedical Non-AutoRegressive Transformer for Natural Language Generation
ACL 2023
Team Converge at ProbSum 2023: Abstractive Text Summarization of Patient Progress Notes
ACL 2023
LHS712EE at BioLaySumm 2023: Using BART and LED to summarize biomedical research articles
ACL 2023
ISIKSumm at BioLaySumm Task 1: BART-based Summarization System Enhanced with Bio-Entity Labels
ACL 2023
Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles
ACL 2023
Harnessing the Power of BERT in the Turkish Clinical Domain: Pretraining Approaches for Limited Data Scenarios
ACL 2023
Uncovering the Potential for a Weakly Supervised End-to-End Model in Recognising Speech from Patient with Post-Stroke Aphasia
ACL 2023
Care4Lang at MEDIQA-Chat 2023: Fine-tuning Language Models for Classifying and Summarizing Clinical Dialogues
ACL 2023
HITS at DISRPT 2023: Discourse Segmentation, Connective Detection, and Relation Classification
ACL 2023
The MineTrans Systems for IWSLT 2023 Offline Speech Translation and Speech-to-Speech Translation Tasks
ACL 2023
Medieval Social Media: Manual and Automatic Annotation of Byzantine Greek Marginal Writing
ACL 2023
On the Surprising Effectiveness of Name Matching Alone in Autoregressive Entity Linking
ACL 2023
Correcting Semantic Parses with Natural Language through Dynamic Schema Encoding
ACL 2023
Samsung Research China - Beijing at SemEval-2023 Task 2: An AL-R Model for Multilingual Complex Named Entity Recognition
ACL 2023
LLM-RM at SemEval-2023 Task 2: Multilingual Complex NER Using XLM-RoBERTa
ACL 2023
HHS at SemEval-2023 Task 10: A Comparative Analysis of Sexism Detection Based on the RoBERTa Model
ACL 2023
MLModeler5 at SemEval-2023 Task 3: Detecting the Category and the Framing Techniques in Online News in a Multi-lingual Setup
ACL 2023
FII_Better at SemEval-2023 Task 2: MultiCoNER II Multilingual Complex Named Entity Recognition
ACL 2023
TechSSN at SemEval-2023 Task 12: Monolingual Sentiment Classification in Hausa Tweets
ACL 2023
Masakhane-Afrisenti at SemEval-2023 Task 12: Sentiment Analysis using Afro-centric Language Models and Adapters for Low-resource African Languages
ACL 2023
Noam Chomsky at SemEval-2023 Task 4: Hierarchical Similarity-aware Model for Human Value Detection
ACL 2023
Bhattacharya_Lab at SemEval-2023 Task 12: A Transformer-based Language Model for Sentiment Classification for Low Resource African Languages: Nigerian Pidgin and Yoruba
ACL 2023
Seals_Lab at SemEval-2023 Task 12: Sentiment Analysis for Low-resource African Languages, Hausa and Igbo
ACL 2023
Can Sequence-to-Sequence Transformers Naturally Understand Sequential Instructions?
ACL 2023
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