Natural Language Processing

QualiSpeech: A Speech Quality Assessment Dataset with Natural Language Reasoning and Descriptions ACL 2025 RAGulator: Lightweight Out-of-Context Detectors for Grounded Text Generation EMNLP 2025 REIC: RAG-Enhanced Intent Classification at Scale EMNLP 2025 Reproducing the Argument Quality Prediction of Project Debater ACL 2025 Re-ranking Using Large Language Models for Mitigating Exposure to Harmful Content on Social Media Platforms ACL 2025 Rethinking Repetition Problems of LLMs in Code Generation ACL 2025 Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction ACL 2025 Revisiting Compositional Generalization Capability of Large Language Models Considering Instruction Following Ability ACL 2025 Robust Detection of Persuasion Techniques in Slavic Languages via Multitask Debiasing and Walking Embeddings ACL 2025 RUC Team at SemEval-2025 Task 5: Fast Automated Subject Indexing: A Method Based on Similar Records Matching and Related Subject Ranking SemEval 2025 Rule Discovery for Natural Language Inference Data Generation Using Out-of-Distribution Detection EMNLP 2025 SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL EMNLP 2025 Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness EMNLP 2025 SANCTUARY: An Efficient Evidence-based Automated Fact Checking System ACL 2025 Seamlessly Integrating Tree-Based Positional Embeddings into Transformer Models for Source Code Representation ACL 2025 Search-in-Context: Efficient Multi-Hop QA over Long Contexts via Monte Carlo Tree Search with Dynamic KV Retrieval ACL 2025 Seeing the Same Story Differently: Framing‐Divergent Event Coreference for Computational Framing Analysis EMNLP 2025 SemQA: Evaluating Evidence with Question Embeddings and Answer Entailment for Fact Verification ACL 2025 SGED-Probe: Probing E2E ASR decoder and aligner for spoken grammar error detection under three speaking practice conditions Interspeech 2025 Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification CoNLL 2025 Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch ACL 2025 SkillAggregation: Reference-free LLM-Dependent Aggregation ACL 2025 skLEP: A Slovak General Language Understanding Benchmark ACL 2025 SlavicNLP 2025 Shared Task: Detection and Classification of Persuasion Techniques in Parliamentary Debates and Social Media ACL 2025 SocialCC: Interactive Evaluation for Cultural Competence in Language Agents ACL 2025