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Large Language Models

2678 directly classified papers

Papers per year

Papers

One2Set + Large Language Model: Best Partners for Keyphrase Generation EMNLP 2024
ORPO: Monolithic Preference Optimization without Reference Model EMNLP 2024
A Multi-Perspective Analysis of Memorization in Large Language Models EMNLP 2024
Enhancing High-order Interaction Awareness in LLM-based Recommender Model EMNLP 2024
“A good pun is its own reword”: Can Large Language Models Understand Puns? EMNLP 2024
Unraveling Babel: Exploring Multilingual Activation Patterns of LLMs and Their Applications EMNLP 2024
Subword Segmentation in LLMs: Looking at Inflection and Consistency EMNLP 2024
Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress? EMNLP 2024
Empowering Multi-step Reasoning across Languages via Program-Aided Language Models EMNLP 2024
Do LLMs Overcome Shortcut Learning? An Evaluation of Shortcut Challenges in Large Language Models EMNLP 2024
ControlMath: Controllable Data Generation Promotes Math Generalist Models EMNLP 2024
DetoxLLM: A Framework for Detoxification with Explanations EMNLP 2024
Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion EMNLP 2024
Filtered Direct Preference Optimization EMNLP 2024
Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications EMNLP 2024
Reward Modeling Requires Automatic Adjustment Based on Data Quality EMNLP 2024
BookWorm: A Dataset for Character Description and Analysis EMNLP 2024
LumberChunker: Long-Form Narrative Document Segmentation EMNLP 2024
What if...?: Thinking Counterfactual Keywords Helps to Mitigate Hallucination in Large Multi-modal Models EMNLP 2024
PizzaCommonSense: A Dataset for Commonsense Reasoning about Intermediate Steps in Cooking Recipes EMNLP 2024
Enhancing Alignment using Curriculum Learning & Ranked Preferences EMNLP 2024
What Kind of Sourcery is This? Evaluating GPT-4’s Performance on Linking Scientific Fact to Citations EMNLP 2024
LLM-as-a-tutor in EFL Writing Education: Focusing on Evaluation of Student-LLM Interaction EMNLP 2024
Multilingual Fact-Checking using LLMs EMNLP 2024
Tower v2: Unbabel-IST 2024 Submission for the General MT Shared Task EMNLP 2024