Large Language Models

How Do Position Encodings Affect Length Generalization? Case Studies On In-Context Function Learning AAAI 2025 How Inclusively do LMs Perceive Social and Moral Norms? NAACL 2025 How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark EMNLP 2025 How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs ACL 2025 How Many Languages Make Good Multilingual Instruction Tuning? A Case Study on BLOOM COLING 2025 How Much Can We Forget about Data Contamination? ICML 2025 How Much Do LLMs Hallucinate across Languages? On Realistic Multilingual Estimation of LLM Hallucination 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 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 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 Train Long-Context Language Models (Effectively) ACL 2025 How Transformers Learn Structured Data: Insights From Hierarchical Filtering ICML 2025 How Well Do LLMs Handle Cantonese? Benchmarking Cantonese Capabilities of Large Language Models NAACL 2025 How well do LLMs reason over tabular data, really? ACL 2025 HPSS: Heuristic Prompting Strategy Search for LLM Evaluators ACL 2025 HS-STaR: Hierarchical Sampling for Self-Taught Reasoners via Difficulty Estimation and Budget Reallocation EMNLP 2025 H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables NAACL 2025 HuGME: A benchmark system for evaluating Hungarian generative LLMs ACL 2025 HULAT-UC3M at TSAR 2025 Shared Task A Prompt-Based Approach using Lightweight Language Models for Readability-Controlled Text Simplification EMNLP 2025 Human Alignment: How Much Do We Adapt to LLMs? ACL 2025 HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation Task ACL 2025 Human-inspired Episodic Memory for Infinite Context LLMs ICLR 2025