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Large Language Models

7,668 papers

Papers per year

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Papers

SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding ACL 2024
Multi-Task Inference: Can Large Language Models Follow Multiple Instructions at Once? ACL 2024
Speaker Verification in Agent-generated Conversations ACL 2024
Benchmarking Data Science Agents ACL 2024
Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models ACL 2024
Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models ACL 2024
A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques ACL 2024
GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick ACL 2024
KIEval: A Knowledge-grounded Interactive Evaluation Framework for Large Language Models ACL 2024
EmoBench: Evaluating the Emotional Intelligence of Large Language Models ACL 2024
On Measuring Faithfulness or Self-consistency of Natural Language Explanations ACL 2024
Learning or Self-aligning? Rethinking Instruction Fine-tuning ACL 2024
Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models’ Understanding of Discourse Relations ACL 2024
Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models ACL 2024
Self-Evolving GPT: A Lifelong Autonomous Experiential Learner ACL 2024
A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts ACL 2024
Advancing Large Language Models to Capture Varied Speaking Styles and Respond Properly in Spoken Conversations ACL 2024
GroundingGPT: Language Enhanced Multi-modal Grounding Model ACL 2024
SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget ACL 2024
Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers ACL 2024
XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval ACL 2024
ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models ACL 2024
A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia ACL 2024
ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences ACL 2024
Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling ACL 2024