Natural Language Processing

To Answer or Not to Answer (TAONA): A Robust Textual Graph Understanding and Question Answering Approach EMNLP 2025 TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG EMNLP 2025 To Chat or Task: a Multi-turn Dialogue Generation Framework for Task-Oriented Dialogue Systems ACL 2025 To Code or Not To Code? Exploring Impact of Code in Pre-training ICLR 2025 To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning ICLR 2025 To Err Is AI: A Case Study Informing LLM Flaw Reporting Practices AAAI 2025 TOGA: Temporally Grounded Open-Ended Video QA with Weak Supervision ICCV 2025 TokAlign: Efficient Vocabulary Adaptation via Token Alignment ACL 2025 Token-Budget-Aware LLM Reasoning ACL 2025 Token Cleaning: Fine-Grained Data Selection for LLM Supervised Fine-Tuning ICML 2025 Tokenization and Representation Biases in Multilingual Models on Dialectal NLP Tasks EMNLP 2025 Tokenization is Sensitive to Language Variation ACL 2025 Token Knowledge: A New Perspective For Knowledge in Large Language Models EMNLP 2025 Token-Level Logits Matter: A Closer Look at Speech Foundation Models for Ambiguous Emotion Recognition Interspeech 2025 Token-level Proximal Policy Optimization for Query Generation EMNLP 2025 Token-level semantic typology without a massively parallel corpus ACL 2025 Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs ACL 2025 Tokens for Learning, Tokens for Unlearning: Mitigating Membership Inference Attacks in Large Language Models via Dual-Purpose Training ACL 2025 TokenShapley: Token Level Context Attribution with Shapley Value ACL 2025 TokenSmith: Streamlining Data Editing, Search, and Inspection for Large-Scale Language Model Training and Interpretability EMNLP 2025 Token-Supervised Value Models for Enhancing Mathematical Problem-Solving Capabilities of Large Language Models ICLR 2025 TokenSwift: Lossless Acceleration of Ultra Long Sequence Generation ICML 2025 Token Weighting for Long-Range Language Modeling NAACL 2025 To Label or Not to Label: Hybrid Active Learning for Neural Machine Translation COLING 2025 To Labor is Not to Suffer: Exploration of Polarity Association Bias in LLMs for Sentiment Analysis IJCNLP 2025