Natural Language Processing

Tomato, Tomahto, Tomate: Do Multilingual Language Models Understand Based on Subword-Level Semantic Concepts? NAACL 2025 ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models EMNLP 2025 ToneCraft: Cantonese Lyrics Generation with Harmony of Tones and Pitches EMNLP 2025 Tone recognition in low-resource languages of North-East India: peeling the layers of SSL-based speech models Interspeech 2025 Tonguescape: Exploring Language Models Understanding of Vowel Articulation NAACL 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 ToolDial: Multi-turn Dialogue Generation Method for Tool-Augmented Language Models ICLR 2025 TOOL-ED: Enhancing Empathetic Response Generation with the Tool Calling Capability of LLM COLING 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 ToolSpectrum: Towards Personalized Tool Utilization for Large Language Models ACL 2025 Too Polite to be Human: Evaluating LLM Empathy in Korean Conversations via a DCT-Based Framework ACL 2025 Topic Modeling for Short Texts via Optimal Transport-Based Clustering ACL 2025 Top-n𝜎: Eliminating Noise in Logit Space for Robust Token Sampling of LLM ACL 2025 TopoLM: brain-like spatio-functional organization in a topographic language model ICLR 2025 Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks COLING 2025 TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering COLING 2025