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Foundation Models

4,845 papers

Papers per year

Papers

Real-World Summarization: When Evaluation Reaches Its Limits EMNLP 2025
Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey EMNLP 2025
KAHAN: Knowledge-Augmented Hierarchical Analysis and Narration for Financial Data Narration EMNLP 2025
3LM: Bridging Arabic, STEM, and Code through Benchmarking EMNLP 2025
Nile-Chat: Egyptian Language Models for Arabic and Latin Scripts EMNLP 2025
Bridging Dialectal Gaps in Arabic Medical LLMs through Model Merging EMNLP 2025
An Exploration of Knowledge Editing for Arabic EMNLP 2025
Contrastive Decoding for Synthetic Data Generation in Low-Resource Language Modeling EMNLP 2025
Unifying Mixture of Experts and Multi-Head Latent Attention for Efficient Language Models EMNLP 2025
Are BabyLMs Deaf to Gricean Maxims? A Pragmatic Evaluation of Sample-efficient Language Models EMNLP 2025
TafBERTa: Learning Grammatical Rules from Small-Scale Language Acquisition Data in Hebrew EMNLP 2025
Large Language Models and Children Have Different Learning Trajectories in Determiner Acquisition EMNLP 2025
Findings of the Third BabyLM Challenge: Accelerating Language Modeling Research with Cognitively Plausible Data EMNLP 2025
Interpreting Language Models Through Concept Descriptions: A Survey EMNLP 2025
Investigating ReLoRA: Effects on the Learning Dynamics of Small Language Models EMNLP 2025
Emergent Convergence in Multi-Agent LLM Annotation EMNLP 2025
Zero-Shot Belief: A Hard Problem for LLMs EMNLP 2025
Information-Theoretic and Prompt-Based Evaluation of Discourse Connective Edits in Instructional Text Revisions EMNLP 2025
BloomWise: Enhancing Problem-Solving capabilities of Large Language Models using Bloom’s-Taxonomy-Inspired Prompts EMNLP 2025
RoMath: A Mathematical Reasoning Benchmark in Romanian EMNLP 2025
Into The Limits of Logic: Alignment Methods for Formal Logical Reasoning EMNLP 2025
Synthetic Proofs with Tool-Integrated Reasoning: Contrastive Alignment for LLM Mathematics with Lean EMNLP 2025
Reassessing Speech Translation for Low-Resource Languages: Do LLMs Redefine the State-of-the-Art Against Cascaded Models? EMNLP 2025
Language Surgery in Multilingual Large Language Models EMNLP 2025
What if I ask in alia lingua? Measuring Functional Similarity Across Languages EMNLP 2025