Natural Language Processing

How LLMs React to Industrial Spatio-Temporal Data? Assessing Hallucination with a Novel Traffic Incident Benchmark Dataset NAACL 2025 How Many Languages Make Good Multilingual Instruction Tuning? A Case Study on BLOOM COLING 2025 How many words does it take to understand a low-resource language? NAACL 2025 How Much Can We Forget about Data Contamination? ICML 2025 How much do contextualized representations encode long-range context? NAACL 2025 How Much Do Encoder Models Know About Word Senses? ACL 2025 How Much Do LLMs Hallucinate across Languages? On Realistic Multilingual Estimation of LLM Hallucination EMNLP 2025 How new data permeates LLM knowledge and how to dilute it ICLR 2025 How Persuasive Is Your Context? EMNLP 2025 How Private are Language Models in Abstractive Summarization? EMNLP 2025 How Programming Concepts and Neurons Are Shared in Code Language Models ACL 2025 How Reliable is Multilingual LLM-as-a-Judge? EMNLP 2025 How Sampling Affects the Detectability of Machine-written texts: A Comprehensive Study EMNLP 2025 How to age BERT Well: Continuous Training for Historical Language Adaptation COLING 2025 How to Align Multiple Signed Language Corpora for Better Sign-to-Sign Translations? NAACL 2025 How to Compare Things Properly? A Study of Argument Relevance in Comparative Question Answering ACL 2025 How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond ACL 2025 How to Enable LLM with 3D Capacity? A Survey of Spatial Reasoning in LLM IJCAI 2025 How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models EMNLP 2025 How to Learn in a Noisy World? Self-Correcting the Real-World Data Noise in Machine Translation NAACL 2025 How to Leverage Digit Embeddings to Represent Numbers? COLING 2025 How to Make LLMs Forget: On Reversing In-Context Knowledge Edits NAACL 2025 How to Make the Most of LLMs’ Grammatical Knowledge for Acceptability Judgments NAACL 2025 How to Mitigate Information Loss in Knowledge Graphs for GraphRAG: Leveraging Triple Context Restoration and Query-Driven Feedback IJCAI 2025 How to Protect Yourself from 5G Radiation? Investigating LLM Responses to Implicit Misinformation EMNLP 2025