conftrace_
← Core AI
Artificial Intelligence › Core AI ›

Large Language Models

6,405 papers

Papers per year

Papers

ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs ACL 2024
A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models ACL 2024
Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model ACL 2024
Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives ACL 2024
E-EVAL: A Comprehensive Chinese K-12 Education Evaluation Benchmark for Large Language Models ACL 2024
ALaRM: Align Language Models via Hierarchical Rewards Modeling ACL 2024
LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting ACL 2024
Mitigating Boundary Ambiguity and Inherent Bias for Text Classification in the Era of Large Language Models ACL 2024
UOR: Universal Backdoor Attacks on Pre-trained Language Models ACL 2024
NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries ACL 2024
LLMCrit: Teaching Large Language Models to Use Criteria ACL 2024
Empowering cross-lingual abilities of instruction-tuned large language models by translation-following demonstrations ACL 2024
Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies ACL 2024
Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains ACL 2024
ECoK: Emotional Commonsense Knowledge Graph for Mining Emotional Gold ACL 2024
Latent Learningscape Guided In-context Learning ACL 2024
Characterizing Large Language Models as Rationalizers of Knowledge-intensive Tasks ACL 2024
Challenging Large Language Models with New Tasks: A Study on their Adaptability and Robustness ACL 2024
ULTRA: Unleash LLMs’ Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement ACL 2024
LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback ACL 2024
BASS: Batched Attention-optimized Speculative Sampling ACL 2024
Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games ACL 2024
Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond ACL 2024
StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code ACL 2024
Simplifying Translations for Children: Iterative Simplification Considering Age of Acquisition with LLMs ACL 2024