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Large Language Models

2678 directly classified papers

Papers per year

Papers

Evaluating Pretrained Causal Language Models for Synonymy ACL 2025
UnifiedVisual: A Framework for Constructing Unified Vision-Language Datasets EMNLP 2025
MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models ACL 2025
Learning Together to Perform Better: Teaching Small-Scale LLMs to Collaborate via Preferential Rationale Tuning ACL 2025
Imagine to Hear: Auditory Knowledge Generation can be an Effective Assistant for Language Models ACL 2025
EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos EMNLP 2025
Low-Entropy Watermark Detection via Bayes’ Rule Derived Detector ACL 2025
MolRAG: Unlocking the Power of Large Language Models for Molecular Property Prediction ACL 2025
Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? ACL 2025
OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework EMNLP 2025
SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation ACL 2025
FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation ACL 2025
Smotrom tvoja på ander drogoj verden! Resurrecting Dead Pidgin with Generative Models: Russenorsk Case Study ACL 2025
SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders EMNLP 2025
MetaSynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation ACL 2025
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025
DReSD: Dense Retrieval for Speculative Decoding ACL 2025
Auto prompting without training labels: An LLM cascade for product quality assessment in e-commerce catalogs EMNLP 2025
Confidence Improves Self-Consistency in LLMs ACL 2025
Faithful and Robust LLM-Driven Theorem Proving for NLI Explanations ACL 2025
Debiasing Online Preference Learning via Preference Feature Preservation ACL 2025
VisiPruner: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLMs EMNLP 2025
TRATES: Trait-Specific Rubric-Assisted Cross-Prompt Essay Scoring ACL 2025
SceneGenAgent: Precise Industrial Scene Generation with Coding Agent ACL 2025
SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis COLING 2025