Natural Language Processing

CA*: Addressing Evaluation Pitfalls in Computation-Aware Latency for Simultaneous Speech Translation NAACL 2025 CAC-CoT: Connector-Aware Compact Chain-of-Thought for Efficient Reasoning Data Synthesis Across Dual-System Cognitive Tasks EMNLP 2025 Cache Me If You Must: Adaptive Key-Value Quantization for Large Language Models ICML 2025 CAD-Llama: Leveraging Large Language Models for Computer-Aided Design Parametric 3D Model Generation CVPR 2025 CAD-Recode: Reverse Engineering CAD Code from Point Clouds ICCV 2025 CaDRL: Document-level Relation Extraction via Context-aware Differentiable Rule Learning COLING 2025 CADS: A Systematic Literature Review on the Challenges of Abstractive Dialogue Summarization (Abstract Reprint) IJCAI 2025 CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability EMNLP 2025 CafGa: Customizing Feature Attributions to Explain Language Models EMNLP 2025 CA-GAR: Context-Aware Alignment of LLM Generation for Document Retrieval ACL 2025 CAIDAS at SemEval-2025 Task 7: Enriching Sparse Datasets with LLM-Generated Content for Improved Information Retrieval SemEval 2025 CAISA at SemEval-2025 Task 7: Multilingual and Cross-lingual Fact-Checked Claim Retrieval SemEval 2025 CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners EMNLP 2025 CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges ACL 2025 Calibrated Language Models and How to Find Them with Label Smoothing ICML 2025 Calibrating Expressions of Certainty ICLR 2025 Calibrating Language Models for Neural Ranking under Noisy Supervision with Relaxed Labels EMNLP 2025 Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies EMNLP 2025 Calibrating Pseudo-Labeling with Class Distribution for Semi-supervised Text Classification EMNLP 2025 Calibration Across Layers: Understanding Calibration Evolution in LLMs EMNLP 2025 Call for Rigor in Reporting Quality of Instruction Tuning Data ACL 2025 CalliReader: Contextualizing Chinese Calligraphy via an Embedding-Aligned Vision-Language Model ICCV 2025 CaLMQA: Exploring culturally specific long-form question answering across 23 languages ACL 2025 CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering NAACL 2025 CaLQuest.PT: Towards the Collection and Evaluation of Natural Causal Ladder Questions in Portuguese for AI Agents COLING 2025