Language Modeling

LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation ICML 2025 LangBridge: Interpreting Image as a Combination of Language Embeddings ICCV 2025 Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions ACL 2025 Language Models are Crossword Solvers NAACL 2025 Language Models Can Easily Learn to Reason from Demonstrations EMNLP 2025 Language models can learn implicit multi-hop reasoning, but only if they have lots of training data EMNLP 2025 Language Models Lack Temporal Generalization and Bigger is Not Better ACL 2025 Language Models Largely Exhibit Human-like Constituent Ordering Preferences NAACL 2025 Language Models May Verbatim Complete Text They Were Not Explicitly Trained On ICML 2025 Language Models over Canonical Byte-Pair Encodings ICML 2025 Language models scale reliably with over-training and on downstream tasks ICLR 2025 Language Models Trained to do Arithmetic Predict Human Risky and Intertemporal Choice ICLR 2025 Large Language Models to Diffusion Finetuning ICML 2025 LASER: Attention with Exponential Transformation ICML 2025 Latent Thought Models with Variational Bayes Inference-Time Computation ICML 2025 LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models EMNLP 2025 Lean-STaR: Learning to Interleave Thinking and Proving ICLR 2025 Learning Distribution-wise Control in Representation Space for Language Models ICML 2025 Learning Parametric Distributions from Samples and Preferences ICML 2025 Learning Safety Constraints for Large Language Models ICML 2025 Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented Generation NAACL 2025 Learning Together to Perform Better: Teaching Small-Scale LLMs to Collaborate via Preferential Rationale Tuning ACL 2025 Learning to Keep a Promise: Scaling Language Model Decoding Parallelism with Learned Asynchronous Decoding ICML 2025 Learning to Select In-Context Demonstration Preferred by Large Language Model ACL 2025 Learning to Translate Ambiguous Terminology by Preference Optimization on Post-Edits EMNLP 2025