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Large Language Models

6405 directly classified papers

Papers per year

Papers

Long-Horizon Dialogue Understanding for Role Identification in the Game of Avalon with Large Language Models EMNLP 2023
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison EMNLP 2023
Improving generalization in large langue model by learning prefix subspaces EMNLP 2023
Let’s Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models EMNLP 2023
Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate EMNLP 2023
Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data EMNLP 2023
An Empirical Study on Multiple Knowledge from ChatGPT for Emotion Recognition in Conversations EMNLP 2023
Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions EMNLP 2023
Large Language Models Are Better Adversaries: Exploring Generative Clean-Label Backdoor Attacks Against Text Classifiers EMNLP 2023
Noise-Robust Fine-Tuning of Pretrained Language Models via External Guidance EMNLP 2023
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions EMNLP 2023
Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs EMNLP 2023
Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning EMNLP 2023
X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity EMNLP 2023
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning EMNLP 2023
A Comprehensive Evaluation of Tool-Assisted Generation Strategies EMNLP 2023
Is the Answer in the Text? Challenging ChatGPT with Evidence Retrieval from Instructive Text EMNLP 2023
Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering EMNLP 2023
Emergent Inabilities? Inverse Scaling Over the Course of Pretraining EMNLP 2023
Efficient Multilingual Language Model Compression through Vocabulary Trimming EMNLP 2023
ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models EMNLP 2023
Improving Input-label Mapping with Demonstration Replay for In-context Learning EMNLP 2023
Enhancing Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies EMNLP 2023
Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models EMNLP 2023
ParroT: Translating during Chat using Large Language Models tuned with Human Translation and Feedback EMNLP 2023