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Large Language Models

6405 directly classified papers

Papers per year

Papers

Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models NIPS 2022
Confident Adaptive Language Modeling NIPS 2022
Large Language Models are Zero-Shot Reasoners NIPS 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models NIPS 2022
Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse NIPS 2022
The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning NIPS 2022
Exploring Length Generalization in Large Language Models NIPS 2022
Language Models Understand Us, Poorly EMNLP 2022
Systematicity in GPT-3’s Interpretation of Novel English Noun Compounds EMNLP 2022
Exploring the Effects of Negation and Grammatical Tense on Bias Probes IJCNLP 2022
Plug and Play Knowledge Distillation for kNN-LM with External Logits IJCNLP 2022
Measure and Improve Robustness in NLP Models: A Survey NAACL 2022
Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning EMNLP 2022
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training EMNLP 2022
Autoregressive Structured Prediction with Language Models EMNLP 2022
Transformer Language Models without Positional Encodings Still Learn Positional Information EMNLP 2022
Do Language Models Understand Measurements? EMNLP 2022
Can Language Models Serve as Temporal Knowledge Bases? EMNLP 2022
Scientific and Creative Analogies in Pretrained Language Models EMNLP 2022
Towards Tracing Knowledge in Language Models Back to the Training Data EMNLP 2022
Inferring Implicit Relations in Complex Questions with Language Models EMNLP 2022
Probing Pretrained Models of Source Codes EMNLP 2022
Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents ICML 2022
Can Machines Read Coding Manuals Yet? – A Benchmark for Building Better Language Models for Code Understanding AAAI 2022
LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging COLING 2022