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Large Language Models

6,405 papers

Papers per year

Papers

Meta-Tuning LLMs to Leverage Lexical Knowledge for Generalizable Language Style Understanding ACL 2024
Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models ACL 2024
LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts ACL 2024
LIEDER: Linguistically-Informed Evaluation for Discourse Entity Recognition ACL 2024
Evaluating Very Long-Term Conversational Memory of LLM Agents ACL 2024
Prototypical Reward Network for Data-Efficient RLHF ACL 2024
NEO-BENCH: Evaluating Robustness of Large Language Models with Neologisms ACL 2024
Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs ACL 2024
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning ACL 2024
Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic ACL 2024
Multi-modal Preference Alignment Remedies Degradation of Visual Instruction Tuning on Language Models ACL 2024
Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation ACL 2024
Confabulation: The Surprising Value of Large Language Model Hallucinations ACL 2024
How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs ACL 2024
L-Eval: Instituting Standardized Evaluation for Long Context Language Models ACL 2024
Causal-Guided Active Learning for Debiasing Large Language Models ACL 2024
Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View ACL 2024
Don’t Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration ACL 2024
Mission: Impossible Language Models ACL 2024
Speech Translation with Speech Foundation Models and Large Language Models: What is There and What is Missing? ACL 2024
Disinformation Capabilities of Large Language Models ACL 2024
Spiral of Silence: How is Large Language Model Killing Information Retrieval?—A Case Study on Open Domain Question Answering ACL 2024
Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction ACL 2024
The Echoes of Multilinguality: Tracing Cultural Value Shifts during Language Model Fine-tuning ACL 2024
ChatDev: Communicative Agents for Software Development ACL 2024