conftrace_

language model

4599 papers

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Also known as

LMS LM

Co-occurring keywords

large language model (13587) text generation (2913) text classification (6793) transfer learning (5449) question answering (2963) representation learning (6206) knowledge distillation (3725) pre-trained language model (1515) few-shot learning (3398) zero-shot learning (3650)

Papers

Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs EMNLP 2025
Does Training on Synthetic Data Make Models Less Robust? NAACL 2025
Sparse Activation Editing for Reliable Instruction Following in Narratives EMNLP 2025
Aligning Sizes of Intermediate Layers by LoRA Adapter for Knowledge Distillation NAACL 2025
Leveraging What’s Overfixed: Post-Correction via LLM Grammatical Error Overcorrection EMNLP 2025
A Novel Multi-Document Retrieval Benchmark: Journalist Source-Selection in Newswriting NAACL 2025
These Aren’t the Vectors You’re Looking For: A Proof of Quantum Advantage in Compositional Generalization IJCNLP 2025
ClaimCheck: Automatic Fact-Checking of Textual Claims using Web Evidence NAACL 2025
Machine-generated text detection prevents language model collapse EMNLP 2025
HieroLM: Egyptian Hieroglyph Recovery with Next Word Prediction Language Model NAACL 2025
LinguaLens: Towards Interpreting Linguistic Mechanisms of Large Language Models via Sparse Auto-Encoder EMNLP 2025
Classifying Textual Genre in Historical Magazines (1875-1990) NAACL 2025
Pluralistic Alignment for Healthcare: A Role-Driven Framework EMNLP 2025
Enhance Contextual Learning in ASR for Endangered Low-resource Languages NAACL 2025
Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification EMNLP 2025
ABDUL: A New Approach to Build Language Models for Dialects Using Formal Language Corpora Only NAACL 2025
Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text EMNLP 2025
Serving the Underserved: Leveraging BARTBahnar Language Model for Bahnaric-Vietnamese Translation NAACL 2025
Beyond the Leaderboard: Understanding Performance Disparities in Large Language Models via Model Diffing EMNLP 2025
Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2 JMLR 2025
A City of Millions: Mapping Literary Social Networks At Scale NAACL 2025
VLG-BERT: Towards Better Interpretability in LLMs through Visual and Linguistic Grounding NAACL 2025
Rethinking Long Context Generation from the Continual Learning Perspective COLING 2025
TAROT: Task-Oriented Authorship Obfuscation Using Policy Optimization Methods NAACL 2025
Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool Detectors ACL 2025