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Large Language Models

6,405 papers

Papers per year

Papers

Instruction Position Matters in Sequence Generation with Large Language Models ACL 2024
Deal, or no deal (or who knows)? Forecasting Uncertainty in Conversations using Large Language Models ACL 2024
MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization ACL 2024
CMoralEval: A Moral Evaluation Benchmark for Chinese Large Language Models ACL 2024
Probing the Emergence of Cross-lingual Alignment during LLM Training ACL 2024
Reasons to Reject? Aligning Language Models with Judgments ACL 2024
Large Language Models are Few-Shot Training Example Generators: A Case Study in Fallacy Recognition ACL 2024
Concept-aware Data Construction Improves In-context Learning of Language Models ACL 2024
Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression ACL 2024
MM-LLMs: Recent Advances in MultiModal Large Language Models ACL 2024
Chaos with Keywords: Exposing Large Language Models Sycophancy to Misleading Keywords and Evaluating Defense Strategies ACL 2024
Empowering Large Language Models for Textual Data Augmentation ACL 2024
CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation ACL 2024
Ontology-guided Knowledge Graph Construction from Maintenance Short Texts ACL 2024
Zero-Shot Fact-Checking with Semantic Triples and Knowledge Graphs ACL 2024
Improving LLM-based KGQA for multi-hop Question Answering with implicit reasoning in few-shot examples ACL 2024
Learning to Trust Your Feelings: Leveraging Self-awareness in LLMs for Hallucination Mitigation ACL 2024
Beyond Text: Unveiling Multimodal Proficiency of Large Language Models with MultiAPI Benchmark ACL 2024
Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models ACL 2024
Measuring the Inconsistency of Large Language Models in Preferential Ranking ACL 2024
ChatMol Copilot: An Agent for Molecular Modeling and Computation Powered by LLMs ACL 2024
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian Philosophy ACL 2024
Towards A Unified View of Answer Calibration for Multi-Step Reasoning ACL 2024
Applying RLAIF for Code Generation with API-usage in Lightweight LLMs ACL 2024
LOGIC-LM++: Multi-Step Refinement for Symbolic Formulations ACL 2024