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Large Language Models

2678 directly classified papers

Papers per year

Papers

HITSZ’s End-To-End Speech Translation Systems Combining Sequence-to-Sequence Auto Speech Recognition Model and Indic Large Language Model for IWSLT 2025 in Indic Track ACL 2025
Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals ACL 2025
Factual Knowledge in Language Models: Robustness and Anomalies under Simple Temporal Context Variations ACL 2025
Memorization in Language Models through the Lens of Intrinsic Dimension ACL 2025
From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts ACL 2025
On the Way to LLM Personalization: Learning to Remember User Conversations ACL 2025
Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases ACL 2025
Using Humor to Bypass Safety Guardrails in Large Language Models ACL 2025
Large Language Models as Realistic Microservice Trace Generators EMNLP 2025
SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition EMNLP 2025
Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels EMNLP 2025
JI2S: Joint Influence‐Aware Instruction Data Selection for Efficient Fine‐Tuning EMNLP 2025
SoundMind: RL-Incentivized Logic Reasoning for Audio-Language Models EMNLP 2025
RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals EMNLP 2025
CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation EMNLP 2025
Towards Controllable Speech Synthesis in the Era of Large Language Models: A Systematic Survey EMNLP 2025
SLoW: Select Low-frequency Words! Automatic Dictionary Selection for Translation on Large Language Models EMNLP 2025
Molecular String Representation Preferences in Pretrained LLMs: A Comparative Study in Zero- & Few-Shot Molecular Property Prediction EMNLP 2025
Improving Referring Ability for Biomedical Language Models EMNLP 2024
PclGPT: A Large Language Model for Patronizing and Condescending Language Detection EMNLP 2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective EMNLP 2024
Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering EMNLP 2024
Insights into LLM Long-Context Failures: When Transformers Know but Don’t Tell EMNLP 2024
PURE: Aligning LLM via Pluggable Query Reformulation for Enhanced Helpfulness EMNLP 2024
DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models EMNLP 2024