conftrace_
← Core AI
Artificial Intelligence › Core AI ›

Large Language Models

6,405 papers

Papers per year

Papers

Unified Hallucination Detection for Multimodal Large Language Models ACL 2024
Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models ACL 2024
Attribute First, then Generate: Locally-attributable Grounded Text Generation ACL 2024
OceanGPT: A Large Language Model for Ocean Science Tasks ACL 2024
BIPED: Pedagogically Informed Tutoring System for ESL Education ACL 2024
What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection ACL 2024
Relying on the Unreliable: The Impact of Language Models’ Reluctance to Express Uncertainty ACL 2024
ARL2: Aligning Retrievers with Black-box Large Language Models via Self-guided Adaptive Relevance Labeling ACL 2024
Crayon: Customized On-Device LLM via Instant Adapter Blending and Edge-Server Hybrid Inference ACL 2024
MPCoder: Multi-user Personalized Code Generator with Explicit and Implicit Style Representation Learning ACL 2024
DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows ACL 2024
OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems ACL 2024
Instruction Fusion: Advancing Prompt Evolution through Hybridization ACL 2024
Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning ACL 2024
CaMML: Context-Aware Multimodal Learner for Large Models ACL 2024
NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes ACL 2024
Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models ACL 2024
Multi-Level Feedback Generation with Large Language Models for Empowering Novice Peer Counselors ACL 2024
In-context Mixing (ICM): Code-mixed Prompts for Multilingual LLMs ACL 2024
Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models ACL 2024
Intuitive or Dependent? Investigating LLMs’ Behavior Style to Conflicting Prompts ACL 2024
CoCA: Fusing Position Embedding with Collinear Constrained Attention in Transformers for Long Context Window Extending ACL 2024
Strengthened Symbol Binding Makes Large Language Models Reliable Multiple-Choice Selectors ACL 2024
Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs ACL 2024
Navigating the OverKill in Large Language Models ACL 2024