🏛️ The Computation & Language Crypt
cs.CL: Where Computation & Language papers rest without their code.
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Total Papers
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Accent-Invariant Automatic Speech Recognition via Saliency-Driven Spectrogram Masking
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StatEval: A Comprehensive Benchmark for Large Language Models in Statistics
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Active Model Selection for Large Language Models
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Token-Level Policy Optimization: Linking Group-Level Rewards to Token-Level Aggregation via Markov Likelihood
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Understanding the Effects of Domain Finetuning on LLMs
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LLP: LLM-based Product Pricing in E-commerce
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FLRC: Fine-grained Low-Rank Compressor for Efficient LLM Inference
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MaP: A Unified Framework for Reliable Evaluation of Pre-training Dynamics
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Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic Evaluation
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Informed Routing in LLMs: Smarter Token-Level Computation for Faster Inference
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All Code, No Thought: Current Language Models Struggle to Reason in Ciphered Language
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From Explainability to Action: A Generative Operational Framework for Integrating XAI in Clinical Mental Health Screening
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LitE-SQL: A Lightweight and Efficient Text-to-SQL Framework with Vector-based Schema Linking and Execution-Guided Self-Correction
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DARO: Difficulty-Aware Reweighting Policy Optimization
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A Human Behavioral Baseline for Collective Governance in Software Projects
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Search-on-Graph: Iterative Informed Navigation for Large Language Model Reasoning on Knowledge Graphs
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Benchmarking Chinese Commonsense Reasoning with a Multi-hop Reasoning Perspective
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Learning What to Remember: Adaptive Probabilistic Memory Retention for Memory-Efficient Language Models
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From Noise to Signal to Selbstzweck: Reframing Human Label Variation in the Era of Post-training in NLP
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On the Relationship Between the Choice of Representation and In-Context Learning
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Contrastive Decoding for Synthetic Data Generation in Low-Resource Language Modeling
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ARM2: Adaptive Reasoning Model with Vision Understanding and Executable Code
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