language model

RE-Bench: Evaluating Frontier AI R&D Capabilities of Language Model Agents against Human Experts ICML 2025 Recite, Reconstruct, Recollect: Memorization in LMs as a Multifaceted Phenomenon ICLR 2025 RecordTwin: Towards Creating Safe Synthetic Clinical Corpora ACL 2025 Recover-LoRA: Data-Free Accuracy Recovery of Degraded Language Models via Low-Rank Adaptation EMNLP 2025 Recursive Question Understanding for Complex Question Answering over Heterogeneous Personal Data ACL 2025 Red-Teaming for Uncovering Societal Bias in Large Language Models ACL 2025 ReFF: Reinforcing Format Faithfulness in Language Models Across Varied Tasks AAAI 2025 Reflective Verbal Reward Design for Pluralistic Alignment IJCAI 2025 Reinforced Query Reasoners for Reasoning-intensive Retrieval Tasks EMNLP 2025 Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models AAAI 2025 Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE IJCNLP 2025 RelEdit: Evaluating Conceptual Knowledge Editing in Language Models via Relational Reasoning ACL 2025 Representations of Fact, Fiction and Forecast in Large Language Models: Epistemics and Attitudes ACL 2025 Reproducing the Argument Quality Prediction of Project Debater ACL 2025 Resource-Rational Noisy-Channel Language Processing: Testing the Effect of Algorithmic Constraints on Inferences EMNLP 2025 Rethinking Backdoor Detection Evaluation for Language Models EMNLP 2025 Rethinking Data Selection at Scale: Random Selection is Almost All You Need EMNLP 2025 Rethinking KenLM: Good and Bad Model Ensembles for Efficient Text Quality Filtering in Large Web Corpora ACL 2025 Rethinking Long Context Generation from the Continual Learning Perspective COLING 2025 Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges ACL 2025 Rethinking Tokenization for Rich Morphology: The Dominance of Unigram over BPE and Morphological Alignment IJCNLP 2025 Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines AAAI 2025 Retrieval of Parallelizable Texts Across Church Slavic Variants COLING 2025 Retrofitting Large Language Models with Dynamic Tokenization ACL 2025 Revealing and Mitigating Over-Attention in Knowledge Editing ICLR 2025