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Papers
Reference-Guided Verdict: LLMs-as-Judges in Automatic Evaluation of Free-Form QA
EMNLP 2025
Referential ambiguity and clarification requests: comparing human and LLM behaviour
EMNLP 2025
R*: Efficient Reward Design via Reward Structure Evolution and Parameter Alignment Optimization with Large Language Models
ICML 2025
REFIND at SemEval-2025 Task 3: Retrieval-Augmented Factuality Hallucination Detection in Large Language Models
SemEval 2025
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning
ICLR 2025
Refining Noisy Knowledge Graph with Large Language Models
COLING 2025
Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models
ACL 2025
Refining Text Generation for Realistic Conversational Recommendation via Direct Preference Optimization
EMNLP 2025
ReflAct: World-Grounded Decision Making in LLM Agents via Goal-State Reflection
EMNLP 2025
Reflection on Knowledge Graph for Large Language Models Reasoning
ACL 2025
Reflective Agreement: Combining Self-Mixture of Agents with a Sequence Tagger for Robust Event Extraction
EMNLP 2025
Ref-Long: Benchmarking the Long-context Referencing Capability of Long-context Language Models
ACL 2025
Re-FRAME the Meeting Summarization SCOPE: Fact-Based Summarization and Personalization via Questions
EMNLP 2025
Reframe Your Life Story: Interactive Narrative Therapist and Innovative Moment Assessment with Large Language Models
EMNLP 2025
RefreshKV: Updating Small KV Cache During Long-form Generation
ACL 2025
Refusal-Aware Red Teaming: Exposing Inconsistency in Safety Evaluations
EMNLP 2025
Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training
ACL 2025
REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction
EMNLP 2025
ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement
ICLR 2025
Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation
ACL 2025
ReGraph: Learning to Reformulate Graph Encodings with Large Language Models
IJCNLP 2025
Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF
ICLR 2025
Regulatory Question-Answering using Generative AI
COLING 2025
Rehearse With User: Personalized Opinion Summarization via Role-Playing based on Large Language Models
ACL 2025
REIC: RAG-Enhanced Intent Classification at Scale
EMNLP 2025