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Language Modeling

1090 directly classified papers

Papers per year

Papers

FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization NAACL 2022
Reference-free Summarization Evaluation via Semantic Correlation and Compression Ratio NAACL 2022
Word Tour: One-dimensional Word Embeddings via the Traveling Salesman Problem NAACL 2022
Do Prompt-Based Models Really Understand the Meaning of Their Prompts? NAACL 2022
Triggerless Backdoor Attack for NLP Tasks with Clean Labels NAACL 2022
Analyzing Encoded Concepts in Transformer Language Models NAACL 2022
Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language Understanding NAACL 2022
ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models NAACL 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training NAACL 2022
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models NAACL 2022
FNet: Mixing Tokens with Fourier Transforms NAACL 2022
Using Paraphrases to Study Properties of Contextual Embeddings NAACL 2022
Quantifying Adaptability in Pre-trained Language Models with 500 Tasks NAACL 2022
A Study of the Attention Abnormality in Trojaned BERTs NAACL 2022
Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences NAACL 2022
ConfliBERT: A Pre-trained Language Model for Political Conflict and Violence NAACL 2022
Multi Resolution Analysis (MRA) for Approximate Self-Attention ICML 2022
Describing Differences between Text Distributions with Natural Language ICML 2022
Shallow Fusion of Weighted Finite-State Transducer and Language Model for Text Normalization INTERSPEECH 2022
Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data INTERSPEECH 2022
Qualitative Evaluation of Language Model Rescoring in Automatic Speech Recognition INTERSPEECH 2022
Can Machines Read Coding Manuals Yet? – A Benchmark for Building Better Language Models for Code Understanding AAAI 2022
Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability AAAI 2022
JAKET: Joint Pre-training of Knowledge Graph and Language Understanding AAAI 2022
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey AAAI 2022