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Large Language Models

6405 directly classified papers

Papers per year

Papers

cTBLS: Augmenting Large Language Models with Conversational Tables ACL 2023
Solving Math Word Problems via Cooperative Reasoning induced Language Models ACL 2023
Explanation-based Finetuning Makes Models More Robust to Spurious Cues ACL 2023
Entity Tracking in Language Models ACL 2023
Code4Struct: Code Generation for Few-Shot Event Structure Prediction ACL 2023
Visual Programming: Compositional Visual Reasoning Without Training CVPR 2023
IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions EMNLP 2023
Primacy Effect of ChatGPT EMNLP 2023
Parameter-efficient Tuning for Large Language Model without Calculating Its Gradients EMNLP 2023
Selectively Answering Ambiguous Questions EMNLP 2023
Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning EMNLP 2023
Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting EMNLP 2023
Conceptual structure coheres in human cognition but not in large language models EMNLP 2023
Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus EMNLP 2023
Symbol tuning improves in-context learning in language models EMNLP 2023
Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models EMNLP 2023
Large Language Models Can Self-Improve EMNLP 2023
SeqXGPT: Sentence-Level AI-Generated Text Detection EMNLP 2023
Towards Robust Pruning: An Adaptive Knowledge-Retention Pruning Strategy for Language Models EMNLP 2023
Robust Prompt Optimization for Large Language Models Against Distribution Shifts EMNLP 2023
Diversify Question Generation with Retrieval-Augmented Style Transfer EMNLP 2023
Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation EMNLP 2023
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks EMNLP 2023
“Fifty Shades of Bias”: Normative Ratings of Gender Bias in GPT Generated English Text EMNLP 2023
Democratizing Reasoning Ability: Tailored Learning from Large Language Model EMNLP 2023