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Large Language Models

7,668 papers

Papers per year

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Papers

Which is better? Exploring Prompting Strategy For LLM-based Metrics IJCNLP 2023
Characterised LLMs Affect its Evaluation of Summary and Translation IJCNLP 2023
Reference-Free Summarization Evaluation with Large Language Models IJCNLP 2023
Little Giants: Exploring the Potential of Small LLMs as Evaluation Metrics in Summarization in the Eval4NLP 2023 Shared Task IJCNLP 2023
Exploring Prompting Large Language Models as Explainable Metrics IJCNLP 2023
Team NLLG submission for Eval4NLP 2023 Shared Task: Retrieval-Augmented In-Context Learning for NLG Evaluation IJCNLP 2023
GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models IJCNLP 2023
Identifying ESG Impact with Key Information IJCNLP 2023
GPT-based Solution for ESG Impact Type Identification IJCNLP 2023
ESG Impact Type Classification: Leveraging Strategic Prompt Engineering and LLM Fine-Tuning IJCNLP 2023
Capturing Failures of Large Language Models via Human Cognitive Biases NIPS 2022
Tempo: Accelerating Transformer-Based Model Training through Memory Footprint Reduction NIPS 2022
Fault-Aware Neural Code Rankers NIPS 2022
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
Pre-Trained Language Models for Interactive Decision-Making NIPS 2022
Exploring Length Generalization in Large Language Models NIPS 2022
Can Machines Read Coding Manuals Yet? – A Benchmark for Building Better Language Models for Code Understanding AAAI 2022
How General-Purpose Is a Language Model? Usefulness and Safety with Human Prompters in the Wild AAAI 2022
Enhanced Story Comprehension for Large Language Models through Dynamic Document-Based Knowledge Graphs AAAI 2022
AutoBERT-Zero: Evolving BERT Backbone from Scratch AAAI 2022