🏛️ The Computation & Language Crypt
cs.CL: Where Computation & Language papers rest without their code.
39062
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On the Limit of Language Models as Planning Formalizers
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Pragmatic Metacognitive Prompting Improves LLM Performance on Sarcasm Detection
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Fine-Tuning Large Language Models for Scientific Text Classification: A Comparative Study
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TransCompressor: LLM-Powered Multimodal Data Compression for Smart Transportation
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Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models
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Swan and ArabicMTEB: Dialect-Aware, Arabic-Centric, Cross-Lingual, and Cross-Cultural Embedding Models and Benchmarks
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Can LLMs make trade-offs involving stipulated pain and pleasure states?
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A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges
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Graph-based Uncertainty Metrics for Long-form Language Model Outputs
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Fine-tuned Large Language Models (LLMs): Improved Prompt Injection Attacks Detection
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Investigating the Role of Prompting and External Tools in Hallucination Rates of Large Language Models
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Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance
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Improving Model Factuality with Fine-grained Critique-based Evaluator
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AdaEDL: Early Draft Stopping for Speculative Decoding of Large Language Models via an Entropy-based Lower Bound on Token Acceptance Probability
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Understanding Layer Significance in LLM Alignment
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A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration
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Optimal Query Allocation in Extractive QA with LLMs: A Learning-to-Defer Framework with Theoretical Guarantees
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Reverse Question Answering: Can an LLM Write a Question so Hard (or Bad) that it Can't Answer?
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Training Language Models to Critique With Multi-agent Feedback
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Improving General Text Embedding Model: Tackling Task Conflict and Data Imbalance through Model Merging
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Can MLLMs Understand the Deep Implication Behind Chinese Images?
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Parsing Akkadian Verbs with Prolog
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