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Large Language Models

9067 directly classified papers

Papers per year

Papers

ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets EMNLP 2023
NormDial: A Comparable Bilingual Synthetic Dialog Dataset for Modeling Social Norm Adherence and Violation EMNLP 2023
Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations EMNLP 2023
From Values to Opinions: Predicting Human Behaviors and Stances Using Value-Injected Large Language Models EMNLP 2023
Rationale-Enhanced Language Models are Better Continual Relation Learners EMNLP 2023
Making Large Language Models Better Data Creators EMNLP 2023
Specialist or Generalist? Instruction Tuning for Specific NLP Tasks EMNLP 2023
Prompting with Pseudo-Code Instructions EMNLP 2023
Connecting degree and polarity: An artificial language learning study EMNLP 2023
kNN-LM Does Not Improve Open-ended Text Generation EMNLP 2023
Outlier Dimensions Encode Task Specific Knowledge EMNLP 2023
BRAINTEASER: Lateral Thinking Puzzles for Large Language Models EMNLP 2023
SMoP: Towards Efficient and Effective Prompt Tuning with Sparse Mixture-of-Prompts EMNLP 2023
End-to-End Task-Oriented Dialogue Systems Based on Schema ACL 2023
Thorny Roses: Investigating the Dual Use Dilemma in Natural Language Processing EMNLP 2023
Automatic Evaluation of Attribution by Large Language Models EMNLP 2023
Jailbroken: How Does LLM Safety Training Fail? NIPS 2023
The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data Only NIPS 2023
Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning NIPS 2023
Interactive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human Supervision NIPS 2023
Evaluating Open-QA Evaluation NIPS 2023
How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model NIPS 2023
On the Planning Abilities of Large Language Models - A Critical Investigation NIPS 2023
Language Models Meet World Models: Embodied Experiences Enhance Language Models NIPS 2023
Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting NIPS 2023