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Language Modeling

1090 directly classified papers

Papers per year

Papers

Who did what to Whom? Language models and humans respond diversely to features affecting argument hierarchy construction AACL 2022
PInKS: Preconditioned Commonsense Inference with Minimal Supervision AACL 2022
SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features AACL 2022
A Simple Yet Effective Hybrid Pre-trained Language Model for Unsupervised Sentence Acceptability Prediction AACL 2022
NepBERTa: Nepali Language Model Trained in a Large Corpus AACL 2022
Dynamic Topic Modeling by Clustering Embeddings from Pretrained Language Models: A Research Proposal AACL 2022
Dual Mechanism Priming Effects in Hindi Word Order IJCNLP 2022
A Simple Yet Effective Hybrid Pre-trained Language Model for Unsupervised Sentence Acceptability Prediction IJCNLP 2022
NepBERTa: Nepali Language Model Trained in a Large Corpus IJCNLP 2022
Assessing Combinational Generalization of Language Models in Biased Scenarios IJCNLP 2022
A Statistical Approach for Optimal Topic Model Identification JMLR 2022
“No, They Did Not”: Dialogue Response Dynamics in Pre-trained Language Models COLING 2022
New or Old? Exploring How Pre-Trained Language Models Represent Discourse Entities COLING 2022
A Domain Knowledge Enhanced Pre-Trained Language Model for Vertical Search: Case Study on Medicinal Products COLING 2022
Programmable Annotation with Diversed Heuristics and Data Denoising COLING 2022
Combining Compressions for Multiplicative Size Scaling on Natural Language Tasks COLING 2022
Semantic-Preserving Adversarial Code Comprehension COLING 2022
On the Nature of BERT: Correlating Fine-Tuning and Linguistic Competence COLING 2022
Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs COLING 2022
TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media COLING 2022
Automatic Generation of Large-scale Multi-turn Dialogues from Reddit COLING 2022
Towards Explainable Evaluation of Language Models on the Semantic Similarity of Visual Concepts COLING 2022
BECEL: Benchmark for Consistency Evaluation of Language Models COLING 2022
Few-Shot Pidgin Text Adaptation via Contrastive Fine-Tuning COLING 2022
Don’t Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling COLING 2022