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Large Language Models

6405 directly classified papers

Papers per year

Papers

CogBERT: Cognition-Guided Pre-trained Language Models COLING 2022
NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence Prediction COLING 2022
Pre-trained Token-replaced Detection Model as Few-shot Learner COLING 2022
Does BERT Recognize an Agent? Modeling Dowty’s Proto-Roles with Contextual Embeddings COLING 2022
Ask Question First for Enhancing Lifelong Language Learning COLING 2022
Large Sequence Representation Learning via Multi-Stage Latent Transformers COLING 2022
DEMix Layers: Disentangling Domains for Modular Language Modeling NAACL 2022
Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability AAAI 2022
Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation NAACL 2022
On the Robustness of Reading Comprehension Models to Entity Renaming NAACL 2022
User-Centric Gender Rewriting NAACL 2022
Towards a Progression-Aware Autonomous Dialogue Agent NAACL 2022
Context-Aware Abbreviation Expansion Using Large Language Models NAACL 2022
Sort by Structure: Language Model Ranking as Dependency Probing NAACL 2022
MuCPAD: A Multi-Domain Chinese Predicate-Argument Dataset NAACL 2022
Reframing Human-AI Collaboration for Generating Free-Text Explanations NAACL 2022
Learning Dialogue Representations from Consecutive Utterances NAACL 2022
NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics NAACL 2022
Teaching BERT to Wait: Balancing Accuracy and Latency for Streaming Disfluency Detection NAACL 2022
Generating Repetitions with Appropriate Repeated Words NAACL 2022
KAT: A Knowledge Augmented Transformer for Vision-and-Language NAACL 2022
When a sentence does not introduce a discourse entity, Transformer-based models still sometimes refer to it NAACL 2022
On Curriculum Learning for Commonsense Reasoning NAACL 2022
Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models NAACL 2022
Do Prompt-Based Models Really Understand the Meaning of Their Prompts? NAACL 2022