Co-occurring keywords · papers mentioning both
large language model
(243)
reinforcement learning
(106)
direct preference optimization
(44)
reinforcement learning from human feedback
(36)
chain-of-thought reasoning
(31)
multimodal large language model
(31)
preference optimization
(29)
vision-language model
(28)
language model
(26)
instruction tuning
(26)
Papers
SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding
ICLR 2025
Self-Improvement in Language Models: The Sharpening Mechanism
ICLR 2025
Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models
ICLR 2025
Semantic Loss Guided Data Efficient Supervised Fine Tuning for Safe Responses in LLMs
ICLR 2025
Sentimatic: Sentiment-guided Automatic Generation of Preference Datasets for Customer Support Dialogue System
NAACL 2025
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training
ICML 2025
SH at WMT25 General Machine Translation Task
EMNLP 2025
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis
EMNLP 2025
Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models
AAAI 2025
SLM-SQL: An Exploration of Small Language Models for Text-to-SQL
IJCNLP 2025
Small Language Models in the Real World: Insights from Industrial Text Classification
ACL 2025
SOCIAL SCAFFOLDS: A Generalization Framework for Social Understanding Tasks
EMNLP 2025
SRA-MCTS: Self-driven Reasoning Augmentation with Monte Carlo Tree Search for Code Generation
IJCAI 2025
StableToolBench-MirrorAPI: Modeling Tool Environments as Mirrors of 7,000+ Real-World APIs
ACL 2025
StoryLLaVA: Enhancing Visual Storytelling with Multi-Modal Large Language Models
COLING 2025
Structure-aware Domain Knowledge Injection for Large Language Models
ACL 2025
Structure Trumps Size: Rethinking Data Quality for LLM Reasoning
EMNLP 2025
Style Outweighs Substance: Failure Modes of LLM Judges in Alignment Benchmarking
ICLR 2025
Supervised Optimism Correction: Be Confident When LLMs Are Sure
ACL 2025
Synthesising a Corpus of Gaelic Traditional Narrative with Cross-Lingual Text Expansion
COLING 2025
SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task
COLING 2025
SYSTRAN @ WMT 2025 General Translation Task
EMNLP 2025
The Emperor’s New Reasoning: Format Imitation Overshadows Genuine Mathematical Understanding in SFT
EMNLP 2025
The Tug of War Within: Mitigating the Fairness-Privacy Conflicts in Large Language Models
ACL 2025
Thinking Out Loud: Do Reasoning Models Know When They’re Right?
EMNLP 2025