Large Language Models

Towards Explainable and Accessible AI EMNLP 2023 Towards Informative Few-Shot Prompt with Maximum Information Gain for In-Context Learning 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 Reasoning in Large Language Models: A Survey ACL 2023 Towards Robust Pruning: An Adaptive Knowledge-Retention Pruning Strategy for Language Models EMNLP 2023 Training Data Extraction From Pre-trained Language Models: A Survey ACL 2023 Transformer Language Models Handle Word Frequency in Prediction Head ACL 2023 Transparency at the Source: Evaluating and Interpreting Language Models With Access to the True Distribution EMNLP 2023 Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models EMNLP 2023 TSTR: Target Similarity Tuning Meets the Real World EMNLP 2023 Tuna: Instruction Tuning using Feedback from Large Language Models EMNLP 2023 Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning ACL 2023 UL2: Unifying Language Learning Paradigms ICLR 2023 Understanding HTML with Large Language Models EMNLP 2023 Understanding the Effect of Model Compression on Social Bias in Large Language Models EMNLP 2023 Unified Demonstration Retriever for In-Context Learning ACL 2023 Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization ICLR 2023 UniMax: Fairer and More Effective Language Sampling for Large-Scale Multilingual Pretraining ICLR 2023 Unlearning Bias in Language Models by Partitioning Gradients ACL 2023 Unnatural language processing: How do language models handle machine-generated prompts? EMNLP 2023 Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance EMNLP 2023 Unsupervised argument reframing with a counterfactual-based approach EMNLP 2023 Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework ACL 2023 VisIT-Bench: A Dynamic Benchmark for Evaluating Instruction-Following Vision-and-Language Models NeurIPS 2023