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Large Language Models

6405 directly classified papers

Papers per year

Papers

Hyperparameter Power Impact in Transformer Language Model Training EMNLP 2021
Does She Wink or Does She Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models EACL 2021
Degree Planning with PLAN-BERT: Multi-Semester Recommendation Using Future Courses of Interest AAAI 2021
ArabicTransformer: Efficient Large Arabic Language Model with Funnel Transformer and ELECTRA Objective EMNLP 2021
Automatically Exposing Problems with Neural Dialog Models EMNLP 2021
Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases ACL 2021
Frequency Effects on Syntactic Rule Learning in Transformers EMNLP 2021
What’s Hidden in a One-layer Randomly Weighted Transformer? EMNLP 2021
Analyzing BERT’s Knowledge of Hypernymy via Prompting EMNLP 2021
Leveraging the Inductive Bias of Large Language Models for Abstract Textual Reasoning NIPS 2021
Modeling Hierarchical Structures with Continuous Recursive Neural Networks ICML 2021
Naive Bayes versus BERT: Jupyter notebook assignments for an introductory NLP course NAACL 2021
Learning about Word Vector Representations and Deep Learning through Implementing Word2vec NAACL 2021
AutoNLU: An On-demand Cloud-based Natural Language Understanding System for Enterprises AACL 2020
Semantics-Aware BERT for Language Understanding AAAI 2020
Robustness to Programmable String Transformations via Augmented Abstract Training ICML 2020
Comparing Probabilistic, Distributional and Transformer-Based Models on Logical Metonymy Interpretation AACL 2020
Evaluating Commonsense in Pre-Trained Language Models AAAI 2020
The Sensitivity of Language Models and Humans to Winograd Schema Perturbations ACL 2020
Incorporating Stylistic Lexical Preferences in Generative Language Models EMNLP 2020
Bert Transformer model for Detecting Arabic GPT2 Auto-Generated Tweets COLING 2020
Towards Interpreting BERT for Reading Comprehension Based QA EMNLP 2020
Consistency of a Recurrent Language Model With Respect to Incomplete Decoding EMNLP 2020
Successes, Challenges and Opportunities for Speech Technology in Conversational Agents INTERSPEECH 2020
WinoGrande: An Adversarial Winograd Schema Challenge at Scale AAAI 2020