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Large Language Models

102 directly classified papers

Papers per year

Papers

Learn to Refuse: Making Large Language Models More Controllable and Reliable through Knowledge Scope Limitation and Refusal Mechanism EMNLP 2024
How Does the Disclosure of AI Assistance Affect the Perceptions of Writing? EMNLP 2024
Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge EMNLP 2024
KNN-Instruct: Automatic Instruction Construction with K Nearest Neighbor Deduction EMNLP 2024
Multilingual Fact-Checking using LLMs EMNLP 2024
ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution NIPS 2024
What Rotary Position Embedding Can Tell Us: Identifying Query and Key Weights Corresponding to Basic Syntactic or High-level Semantic Information NIPS 2024
A Community-Centric Perspective for Characterizing and Detecting Anti-Asian Violence-Provoking Speech ACL 2024
Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation ACL 2024
Automatic Engineering of Long Prompts ACL 2024
BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology EMNLP 2023
Knowledge Corpus Error in Question Answering EMNLP 2023
Self-Knowledge Guided Retrieval Augmentation for Large Language Models EMNLP 2023
Decoding Stumpers: Large Language Models vs. Human Problem-Solvers EMNLP 2023
Leveraging GPT-4 for Automatic Translation Post-Editing EMNLP 2023
Ethical Reasoning over Moral Alignment: A Case and Framework for In-Context Ethical Policies in LLMs EMNLP 2023
Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation ACL 2023
FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning ACL 2023
HuaSLIM: Human Attention Motivated Shortcut Learning Identification and Mitigation for Large Language models ACL 2023
Memory-assisted prompt editing to improve GPT-3 after deployment EMNLP 2022
Multi-LexSum: Real-world Summaries of Civil Rights Lawsuits at Multiple Granularities NIPS 2022
Generated Knowledge Prompting for Commonsense Reasoning ACL 2022
Predicting scalar diversity with context-driven uncertainty over alternatives ACL 2022
TIMEDIAL: Temporal Commonsense Reasoning in Dialog ACL 2021
Knowledge Distillation with Noisy Labels for Natural Language Understanding EMNLP 2021