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Large Language Models

6,405 papers

Papers per year

Papers

More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs EMNLP 2024
GENRA: Enhancing Zero-shot Retrieval with Rank Aggregation EMNLP 2024
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments EMNLP 2024
Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models EMNLP 2024
Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale EMNLP 2024
Can Large Language Models Faithfully Express Their Intrinsic Uncertainty in Words? EMNLP 2024
Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? EMNLP 2024
PARIKSHA: A Large-Scale Investigation of Human-LLM Evaluator Agreement on Multilingual and Multi-Cultural Data EMNLP 2024
LawBench: Benchmarking Legal Knowledge of Large Language Models EMNLP 2024
Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards EMNLP 2024
Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works EMNLP 2024
Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners EMNLP 2024
AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning EMNLP 2024
CoBa: Convergence Balancer for Multitask Finetuning of Large Language Models EMNLP 2024
mDPO: Conditional Preference Optimization for Multimodal Large Language Models EMNLP 2024
Data Advisor: Dynamic Data Curation for Safety Alignment of Large Language Models EMNLP 2024
Language-to-Code Translation with a Single Labeled Example EMNLP 2024
Attribute or Abstain: Large Language Models as Long Document Assistants EMNLP 2024
Retrieved In-Context Principles from Previous Mistakes EMNLP 2024
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection EMNLP 2024
Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification EMNLP 2024
RealVul: Can We Detect Vulnerabilities in Web Applications with LLM? EMNLP 2024
Unsupervised End-to-End Task-Oriented Dialogue with LLMs: The Power of the Noisy Channel EMNLP 2024
Humans or LLMs as the Judge? A Study on Judgement Bias EMNLP 2024
WPO: Enhancing RLHF with Weighted Preference Optimization EMNLP 2024