Large Language Models

Differentially Private Fine-tuning of Language Models ICLR 2022 Differentially Private Model Compression NeurIPS 2022 Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning EMNLP 2022 Discourse-Aware Soft Prompting for Text Generation EMNLP 2022 Distillation-Resistant Watermarking for Model Protection in NLP EMNLP 2022 Distribution-Based Measures of Surprise for Creative Language: Experiments with Humor and Metaphor EMNLP 2022 DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding AAAI 2022 Do Children Texts Hold The Key To Commonsense Knowledge? EMNLP 2022 DOCmT5: Document-Level Pretraining of Multilingual Language Models NAACL 2022 Does BERT Rediscover a Classical NLP Pipeline? COLING 2022 Don’t Forget About Pronouns: Removing Gender Bias in Language Models Without Losing Factual Gender Information NAACL 2022 Do Prompt-Based Models Really Understand the Meaning of Their Prompts? NAACL 2022 DPTDR: Deep Prompt Tuning for Dense Passage Retrieval COLING 2022 DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog ACL 2022 DynaMaR: Dynamic Prompt with Mask Token Representation EMNLP 2022 Effect and Analysis of Large-scale Language Model Rescoring on Competitive ASR Systems Interspeech 2022 Efficient Hierarchical Domain Adaptation for Pretrained Language Models NAACL 2022 Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking EMNLP 2022 ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models NAACL 2022 Emergent Structures and Training Dynamics in Large Language Models ACL 2022 Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention NAACL 2022 Enhanced Story Comprehension for Large Language Models through Dynamic Document-Based Knowledge Graphs AAAI 2022 Enhancing Chinese Pre-trained Language Model via Heterogeneous Linguistics Graph ACL 2022 Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs COLING 2022 Enhancing Entity Representations with Prompt Learning for Biomedical Entity Linking IJCAI 2022