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Large Language Models

2678 directly classified papers

Papers per year

Papers

T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings EMNLP 2024
Adversarial Text Generation using Large Language Models for Dementia Detection EMNLP 2024
Simultaneous Interpretation Corpus Construction by Large Language Models in Distant Language Pair EMNLP 2024
LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering EMNLP 2024
Knowledge Graph Enhanced Large Language Model Editing EMNLP 2024
Initialization of Large Language Models via Reparameterization to Mitigate Loss Spikes EMNLP 2024
Instruction Fine-Tuning: Does Prompt Loss Matter? EMNLP 2024
TransAgents: Build Your Translation Company with Language Agents EMNLP 2024
OpenT2T: An Open-Source Toolkit for Table-to-Text Generation EMNLP 2024
SparkRA: A Retrieval-Augmented Knowledge Service System Based on Spark Large Language Model EMNLP 2024
AutoTrain: No-code training for state-of-the-art models EMNLP 2024
Sailor: Open Language Models for South-East Asia EMNLP 2024
RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation EMNLP 2024
Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization EMNLP 2024
Fusion-Eval: Integrating Assistant Evaluators with LLMs EMNLP 2024
Arcee’s MergeKit: A Toolkit for Merging Large Language Models EMNLP 2024
IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing EMNLP 2024
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach EMNLP 2024
Tell me what I need to know: Exploring LLM-based (Personalized) Abstractive Multi-Source Meeting Summarization EMNLP 2024
Fine-Tuning Large Language Models for Stock Return Prediction Using Newsflow EMNLP 2024
AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete Dataset EMNLP 2024
The State of the Art of Large Language Models on Chartered Financial Analyst Exams EMNLP 2024
AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model EMNLP 2024
RAG-HAT: A Hallucination-Aware Tuning Pipeline for LLM in Retrieval-Augmented Generation EMNLP 2024
Intent Detection in the Age of LLMs EMNLP 2024