Natural Language Processing

Dataset of News Articles with Provenance Metadata for Media Relevance Assessment ACL 2025 Dataverse: Open-Source ETL (Extract, Transform, Load) Pipeline for Large Language Models NAACL 2025 Data Void Exploits: Tracking & Mitigation Strategies (Extended Abstract) IJCAI 2025 Data with High and Consistent Preference Difference Are Better for Reward Model AAAI 2025 Data Wrangling Task Automation Using Code-Generating Language Models AAAI 2025 Date Fragments: A Hidden Bottleneck of Tokenization for Temporal Reasoning EMNLP 2025 DateLogicQA: Benchmarking Temporal Biases in Large Language Models NAACL 2025 DAVE: A Framework for Assisted Analysis of Document Collections in Knowledge-Intensive Domains IJCAI 2025 David vs. Goliath: Cost-Efficient Financial QA via Cascaded Multi-Agent Reasoning EMNLP 2025 DavIR: Data Selection via Implicit Reward for Large Language Models ACL 2025 DayDreamer at CQs-Gen 2025: Generating Critical Questions through Argument Scheme Completion ACL 2025 DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL EMNLP 2025 DCBU at GenAI Detection Task 1: Enhancing Machine-Generated Text Detection with Semantic and Probabilistic Features COLING 2025 DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph ACL 2025 DCIS: Efficient Length Extrapolation of LLMs via Divide-and-Conquer Scaling Factor Search EMNLP 2025 DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs EMNLP 2025 DCR: Quantifying Data Contamination in LLMs Evaluation EMNLP 2025 DC-Spin: A Speaker-invariant Speech Tokenizer for Spoken Language Models Interspeech 2025 DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration EMNLP 2025 DDxTutor: Clinical Reasoning Tutoring System with Differential Diagnosis-Based Structured Reasoning ACL 2025 DeAR: Dual-Stage Document Reranking with Reasoning Agents via LLM Distillation EMNLP 2025 Debate4MATH: Multi-Agent Debate for Fine-Grained Reasoning in Math ACL 2025 Debate-Feedback: A Multi-Agent Framework for Efficient Legal Judgment Prediction NAACL 2025 Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models AAAI 2025 Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models EMNLP 2025