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Large Language Models

6405 directly classified papers

Papers per year

Papers

GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization EMNLP 2024
Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models EMNLP 2024
Stable Language Model Pre-training by Reducing Embedding Variability EMNLP 2024
Kiss up, Kick down: Exploring Behavioral Changes in Multi-modal Large Language Models with Assigned Visual Personas EMNLP 2024
Large Language Models Know What is Key Visual Entity: An LLM-assisted Multimodal Retrieval for VQA EMNLP 2024
Integrating Argumentation and Hate-Speech-based Techniques for Countering Misinformation EMNLP 2024
BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment EMNLP 2024
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
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs EMNLP 2024
CodeAgent: Autonomous Communicative Agents for Code Review EMNLP 2024
TroL: Traversal of Layers for Large Language and Vision Models EMNLP 2024
ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models EMNLP 2024
Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback EMNLP 2024
PrExMe! Large Scale Prompt Exploration of Open Source LLMs for Machine Translation and Summarization Evaluation EMNLP 2024
Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning EMNLP 2024
Repairs in a Block World: A New Benchmark for Handling User Corrections with Multi-Modal Language Models EMNLP 2024
Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models EMNLP 2024
Pragmatic Norms Are All You Need – Why The Symbol Grounding Problem Does Not Apply to LLMs EMNLP 2024
Enhancing High-order Interaction Awareness in LLM-based Recommender Model EMNLP 2024
What Are the Odds? Language Models Are Capable of Probabilistic Reasoning EMNLP 2024
LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models 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