Large Language Models

Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review ACL 2023 Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning ACL 2023 Towards Alleviating the Object Bias in Prompt Tuning-based Factual Knowledge Extraction ACL 2023 Towards a Unified Framework for Reference Retrieval and Related Work Generation EMNLP 2023 Towards Better Evaluation of Instruction-Following: A Case-Study in Summarization CoNLL 2023 Towards Concept-Aware Large Language Models EMNLP 2023 Towards Efficient Pre-Trained Language Model via Feature Correlation Distillation NeurIPS 2023 Towards Explainable and Accessible AI EMNLP 2023 Towards Fine-tuning Pre-trained Language Models with Integer Forward and Backward Propagation EACL 2023 Towards Imperceptible Document Manipulations against Neural Ranking Models ACL 2023 Towards Informative Few-Shot Prompt with Maximum Information Gain for In-Context Learning EMNLP 2023 Towards Informative Open-ended Text Generation with Dynamic Knowledge Triples EMNLP 2023 Towards Interpretable Mental Health Analysis with Large Language Models EMNLP 2023 Towards large language model-based personal agents in the enterprise: Current trends and open problems EMNLP 2023 Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages ACL 2023 Towards Making the Most of ChatGPT for Machine Translation EMNLP 2023 Towards Reasoning in Large Language Models: A Survey ACL 2023 Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective NeurIPS 2023 Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations ACL 2023 Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters ACL 2023 Towards Zero-Shot Persona Dialogue Generation with In-Context Learning ACL 2023 Trained on 100 million words and still in shape: BERT meets British National Corpus EACL 2023 Training Chain-of-Thought via Latent-Variable Inference NeurIPS 2023 Training Trajectories of Language Models Across Scales ACL 2023 Transcending Scaling Laws with 0.1% Extra Compute EMNLP 2023