Natural Language Processing Papers
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New Natural Language Processing (includes LLMs) submissions to https://t.co/qq1SHrGj56 (not affiliated with https://t.co/qq1SHrGj56)
Joined December 2010
Enhancing Hallucination Detection through Noise Injection.
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It's All in The [MASK]: Simple Instruction-Tuning Enables BERT-like Masked Language Models As Generative Classifiers.
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Hierarchical Contextual Manifold Alignment for Structuring Latent Representations in Large Language Models.
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Rethinking the Residual Distribution of Locate-then-Editing Methods in Model Editing.
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MultiQ&A: An Analysis in Measuring Robustness via Automated Crowdsourcing of Question Perturbations and Answers.
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Aggregate and conquer: detecting and steering LLM concepts by combining nonlinear predictors over multiple layers.
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LLM Alignment as Retriever Optimization: An Information Retrieval Perspective.
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Controlled LLM Decoding via Discrete Auto-regressive Biasing.
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Reflection-Window Decoding: Text Generation with Selective Refinement.
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Advancing Reasoning in Large Language Models: Promising Methods and Approaches.
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Looking for the Inner Music: Probing LLMs' Understanding of Literary Style.
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Context-Preserving Gradient Modulation for Large Language Models: A Novel Approach to Semantic Consistency in Long-Form Text Generation.
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Sorting the Babble in Babel: Assessing the Performance of Language Detection Algorithms on the OpenAlex Database.
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Can Cross Encoders Produce Useful Sentence Embeddings?.
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What is in a name? Mitigating Name Bias in Text Embeddings via Anonymization.
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A Benchmark for the Detection of Metalinguistic Disagreements between LLMs and Knowledge Graphs.
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Transformers Boost the Performance of Decision Trees on Tabular Data across Sample Sizes.
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Lowering the Barrier of Machine Learning: Achieving Zero Manual Labeling in Review Classification Using LLMs.
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Achieving Operational Universality through a Turing Complete Chemputer.
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