Large Language Models

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 Err Is AI: A Case Study Informing LLM Flaw Reporting Practices AAAI 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 is Sensitive to Language Variation ACL 2025 Token Knowledge: A New Perspective For Knowledge in Large Language Models EMNLP 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 ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models EMNLP 2025 Too Late to Train, Too Early To Use? A Study on Necessity and Viability of Low-Resource Bengali LLMs COLING 2025 ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models ACL 2025 ToolExpNet: Optimizing Multi-Tool Selection in LLMs with Similarity and Dependency-Aware Experience Networks ACL 2025 ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis NAACL 2025 ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use ACL 2025 Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving NAACL 2025 Tool Preferences in Agentic LLMs are Unreliable EMNLP 2025 ToolReAGt: Tool Retrieval for LLM-based Complex Task Solution via Retrieval Augmented Generation ACL 2025 ToolReflection: Improving Large Language Models for Real-World API Calls with Self-Generated Data ACL 2025 ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities NAACL 2025 Toolscaler: Scalable Generative Tool Calling via Structure-Aware Semantic Tokenization EMNLP 2025 Too Polite to be Human: Evaluating LLM Empathy in Korean Conversations via a DCT-Based Framework ACL 2025 To Steer or Not to Steer? Mechanistic Error Reduction with Abstention for Language Models ICML 2025