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TitleStatusHype
Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models—0
Large Language Model-Empowered Interactive Load Forecasting—0
PaTH Attention: Position Encoding via Accumulating Householder Transformations—0
Attention with Trained Embeddings Provably Selects Important Tokens—0
Plan and Budget: Effective and Efficient Test-Time Scaling on Large Language Model Reasoning—0
Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks—0
MM-MovieDubber: Towards Multi-Modal Learning for Multi-Modal Movie Dubbing—0
On Multilingual Encoder Language Model Compression for Low-Resource Languages—0
EMULATE: A Multi-Agent Framework for Determining the Veracity of Atomic Claims by Emulating Human ActionsCode0
A Japanese Language Model and Three New Evaluation Benchmarks for Pharmaceutical NLPCode0
Latent Principle Discovery for Language Model Self-Improvement—0
CASTILLO: Characterizing Response Length Distributions of Large Language ModelsCode0
Any Large Language Model Can Be a Reliable Judge: Debiasing with a Reasoning-based Bias Detector—0
Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions—0
Trajectory Bellman Residual Minimization: A Simple Value-Based Method for LLM Reasoning—0
Forging Time Series with Language: A Large Language Model Approach to Synthetic Data Generation—0
Self-GIVE: Associative Thinking from Limited Structured Knowledge for Enhanced Large Language Model Reasoning—0
Ensembling Sparse Autoencoders—0
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective—0
Lost in Benchmarks? Rethinking Large Language Model Benchmarking with Item Response TheoryCode0
Diagnosing our datasets: How does my language model learn clinical information?Code0
Revealing Language Model Trajectories via Kullback-Leibler Divergence—0
Denoising Concept Vectors with Sparse Autoencoders for Improved Language Model Steering—0
Leveraging Online Data to Enhance Medical Knowledge in a Small Persian Language ModelCode0
Likelihood Variance as Text Importance for Resampling Texts to Map Language Models—0
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