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Large Language Models

6,405 papers

Papers per year

Papers

ModeLing: A Novel Dataset for Testing Linguistic Reasoning in Language Models EACL 2024
Why academia should cut back general enthusiasm about CAs EACL 2024
Calibration-Tuning: Teaching Large Language Models to Know What They Don’t Know EACL 2024
Context Tuning for Retrieval Augmented Generation EACL 2024
Linguistic Obfuscation Attacks and Large Language Model Uncertainty EACL 2024
Aligning Uncertainty: Leveraging LLMs to Analyze Uncertainty Transfer in Text Summarization EACL 2024
How Does Beam Search improve Span-Level Confidence Estimation in Generative Sequence Labeling? EACL 2024
The Effect of Generalisation on the Inadequacy of the Mode EACL 2024
Uncertainty Resolution in Misinformation Detection EACL 2024
Combining Confidence Elicitation and Sample-based Methods for Uncertainty Quantification in Misinformation Mitigation EACL 2024
RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning EMNLP 2024
Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection EMNLP 2024
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models EMNLP 2024
CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading EMNLP 2024
A Survey on In-context Learning EMNLP 2024
EFUF: Efficient Fine-Grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models EMNLP 2024
Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimization EMNLP 2024
ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval EMNLP 2024
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments EMNLP 2024
Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation EMNLP 2024
A New Pipeline for Knowledge Graph Reasoning Enhanced by Large Language Models Without Fine-Tuning EMNLP 2024
Towards Tool Use Alignment of Large Language Models EMNLP 2024
Tracking the perspectives of interacting language models EMNLP 2024
MAR: Matching-Augmented Reasoning for Enhancing Visual-based Entity Question Answering EMNLP 2024
Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones? EMNLP 2024