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Large Language Models

6405 directly classified papers

Papers per year

Papers

LMentry: A Language Model Benchmark of Elementary Language Tasks ACL 2023
A Simple, Yet Effective Approach to Finding Biases in Code Generation ACL 2023
HELP ME THINK: A Simple Prompting Strategy for Non-experts to Create Customized Content with Models ACL 2023
HuaSLIM: Human Attention Motivated Shortcut Learning Identification and Mitigation for Large Language models ACL 2023
Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation ACL 2023
Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them ACL 2023
CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story Understanding ACL 2023
Causal interventions expose implicit situation models for commonsense language understanding ACL 2023
SparseGPT: Massive Language Models Can be Accurately Pruned in One-Shot ICML 2023
PAL: Program-aided Language Models ICML 2023
Automatically Auditing Large Language Models via Discrete Optimization ICML 2023
PAC Prediction Sets for Large Language Models of Code ICML 2023
A Watermark for Large Language Models ICML 2023
QASA: Advanced Question Answering on Scientific Articles ICML 2023
How Do Transformers Learn Topic Structure: Towards a Mechanistic Understanding ICML 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models ICML 2023
Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time ICML 2023
Same Pre-training Loss, Better Downstream: Implicit Bias Matters for Language Models ICML 2023
A Kernel-Based View of Language Model Fine-Tuning ICML 2023
Can Large Language Models Reason about Program Invariants? ICML 2023
Hyena Hierarchy: Towards Larger Convolutional Language Models ICML 2023
Whose Opinions Do Language Models Reflect? ICML 2023
Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models ICML 2023
Large Language Models Can Be Easily Distracted by Irrelevant Context ICML 2023
Long Horizon Temperature Scaling ICML 2023