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Methodology
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Deep Learning
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Language Models
705 directly classified papers
Papers per year
2008: 1
2012: 1
2014: 1
2015: 1
2017: 8
2018: 21
2019: 41
2020: 86
2021: 95
2022: 127
2023: 126
2024: 98
2025: 99
Papers
Position-based Prompting for Health Outcome Generation
ACL 2022
Probing BERT’s priors with serial reproduction chains
ACL 2022
ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference
ACL 2022
Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach
ACL 2022
Prompt Tuning for Discriminative Pre-trained Language Models
ACL 2022
CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals
ACL 2022
Type-Driven Multi-Turn Corrections for Grammatical Error Correction
ACL 2022
Syntax-guided Contrastive Learning for Pre-trained Language Model
ACL 2022
Does BERT really agree ? Fine-grained Analysis of Lexical Dependence on a Syntactic Task
ACL 2022
IndicBART: A Pre-trained Model for Indic Natural Language Generation
ACL 2022
An Isotropy Analysis in the Multilingual BERT Embedding Space
ACL 2022
CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations
ACL 2022
Mukayese: Turkish NLP Strikes Back
ACL 2022
DeepStruct: Pretraining of Language Models for Structure Prediction
ACL 2022
Human Language Modeling
ACL 2022
Extracting Latent Steering Vectors from Pretrained Language Models
ACL 2022
End-to-End Segmentation-based News Summarization
ACL 2022
NEWTS: A Corpus for News Topic-Focused Summarization
ACL 2022
Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation?
ACL 2022
“Is Whole Word Masking Always Better for Chinese BERT?”: Probing on Chinese Grammatical Error Correction
ACL 2022
Zero- and Few-Shot NLP with Pretrained Language Models
ACL 2022
Softmax Bottleneck Makes Language Models Unable to Represent Multi-mode Word Distributions
ACL 2022
Signal in Noise: Exploring Meaning Encoded in Random Character Sequences with Character-Aware Language Models
ACL 2022
Word Order Does Matter and Shuffled Language Models Know It
ACL 2022
Fine-Grained Controllable Text Generation Using Non-Residual Prompting
ACL 2022
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