Language

Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs ACL 2025 Can LLMs Simulate L2-English Dialogue? An Information-Theoretic Analysis of L1-Dependent Biases ACL 2025 Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead EMNLP 2025 CHATTER: A character-attribution dataset for narrative understanding NAACL 2025 Code-switching Mediated Sentence-level Semantic Learning AAAI 2025 COGNAC at CQs-Gen 2025: Generating Critical Questions with LLM-Assisted Prompting and Multiple RAG Variants ACL 2025 Colloquial Singaporean English Style Transfer with Fine-Grained Explainable Control ACL 2025 Conflicts in Texts: Data, Implications and Challenges EMNLP 2025 Controllable Style Arithmetic with Language Models ACL 2025 Controlled Evaluation of Syntactic Knowledge in Multilingual Language Models COLING 2025 Correlation-Attention Masked Temporal Transformer for User Identity Linkage Using Heterogeneous Mobility Data AAAI 2025 CSTree-SRI: Introspection-Driven Cognitive Semantic Tree for Multi-Turn Question Answering over Extra-Long Contexts ACL 2025 CU at BEA 2025 Shared Task: A BERT-Based Cross-Attention Approach for Evaluating Pedagogical Responses in Dialogue ACL 2025 CUET_NetworkSociety@DravidianLangTech 2025: A Transformer-Driven Approach to Political Sentiment Analysis of Tamil X (Twitter) Comments NAACL 2025 CURE: Controlled Unlearning for Robust Embeddings — Mitigating Conceptual Shortcuts in Pre-Trained Language Models EMNLP 2025 DAC: Decomposed Automation Correction for Text-to-SQL EMNLP 2025 Data-Efficient 3D Visual Grounding via Order-Aware Referring WACV 2025 Deep Associations, High Creativity: A Simple yet Effective Metric for Evaluating Large Language Models EMNLP 2025 Definition Generation for Word Meaning Modeling: Monolingual, Multilingual, and Cross-Lingual Perspectives EMNLP 2025 Detecting Bias and Intersectional Bias in Italian Word Embeddings and Language Models ACL 2025 Dialects, Topic Models, and Border Effects: The Rusyn Case ACL 2025 Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey EMNLP 2025 Discourse-Driven Code-Switching: Analyzing the Role of Content and Communicative Function in Spanish-English Bilingual Speech EMNLP 2025 Discourse Relation-Enhanced Neural Coherence Modeling ACL 2025 Diversifying Query: Region-Guided Transformer for Temporal Sentence Grounding AAAI 2025