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Large Language Models

9,067 papers

Papers per year

Papers

CSLM: A Framework for Question Answering Dataset Generation through Collaborative Small Language Models EMNLP 2024
Automating Easy Read Text Segmentation EMNLP 2024
MATHWELL: Generating Educational Math Word Problems Using Teacher Annotations EMNLP 2024
Creative Problem Solving in Large Language and Vision Models - What Would it Take? EMNLP 2024
Dual-Phase Accelerated Prompt Optimization EMNLP 2024
TuringQ: Benchmarking AI Comprehension in Theory of Computation EMNLP 2024
Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks EMNLP 2024
Enhancing Discourse Dependency Parsing with Sentence Dependency Parsing: A Unified Generative Method Based on Code Representation EMNLP 2024
Can’t Remember Details in Long Documents? You Need Some R&R EMNLP 2024
Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting EMNLP 2024
“What is the value of templates?” Rethinking Document Information Extraction Datasets for LLMs EMNLP 2024
What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models EMNLP 2024
Exploring the Potential of Multimodal LLM with Knowledge-Intensive Multimodal ASR EMNLP 2024
Better Alignment with Instruction Back-and-Forth Translation EMNLP 2024
Preference Tuning For Toxicity Mitigation Generalizes Across Languages EMNLP 2024
Calibrating Long-form Generations From Large Language Models EMNLP 2024
Exploring Quantization for Efficient Pre-Training of Transformer Language Models EMNLP 2024
Margin Matching Preference Optimization: Enhanced Model Alignment with Granular Feedback EMNLP 2024
AfriInstruct: Instruction Tuning of African Languages for Diverse Tasks EMNLP 2024
Pedagogical Alignment of Large Language Models EMNLP 2024
Reference-based Metrics Disprove Themselves in Question Generation EMNLP 2024
R3-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL EMNLP 2024
Updating Large Language Models’ Memories with Time Constraints EMNLP 2024
One Model is All You Need: ByT5-Sanskrit, a Unified Model for Sanskrit NLP Tasks EMNLP 2024
Aligners: Decoupling LLMs and Alignment EMNLP 2024