Large Language Models

Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? NAACL 2024 HelloFresh: LLM Evalutions on Streams of Real-World Human Editorial Actions across X Community Notes and Wikipedia edits ACL 2024 Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions ICML 2024 HerO at AVeriTeC: The Herd of Open Large Language Models for Verifying Real-World Claims EMNLP 2024 HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew ACL 2024 HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality Evaluation NAACL 2024 Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs ICLR 2024 High-quality Data-to-Text Generation for Severely Under-Resourced Languages with Out-of-the-box Large Language Models EACL 2024 Hire a Linguist!: Learning Endangered Languages in LLMs with In-Context Linguistic Descriptions ACL 2024 Historical Ink: 19th Century Latin American Spanish Newspaper Corpus with LLM OCR Correction EMNLP 2024 HITSZ-HLT at SIGHAN-2024 dimABSA Task: Integrating BERT and LLM for Chinese Dimensional Aspect-Based Sentiment Analysis ACL 2024 HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction NeurIPS 2024 Holistic Evaluation of Large Language Models: Assessing Robustness, Accuracy, and Toxicity for Real-World Applications NAACL 2024 Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm ACL 2024 HOP to the Next Tasks and Domains for Continual Learning in NLP AAAI 2024 Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models AAAI 2024 HourVideo: 1-Hour Video-Language Understanding NeurIPS 2024 How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition ACL 2024 How are Prompts Different in Terms of Sensitivity? NAACL 2024 How can large language models become more human? ACL 2024 How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers NeurIPS 2024 How does GPT-2 Predict Acronyms? Extracting and Understanding a Circuit via Mechanistic Interpretability AISTATS 2024 How Does In-Context Learning Help Prompt Tuning? EACL 2024 How Does Quantization Affect Multilingual LLMs? EMNLP 2024 How Do Large Language Models Acquire Factual Knowledge During Pretraining? NeurIPS 2024