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Large Language Models

9,067 papers

Papers per year

Papers

Pruning General Large Language Models into Customized Expert Models ACL 2025
Un-considering Contextual Information: Assessing LLMs’ Understanding of Indexical Elements ACL 2025
The Behavior Gap: Evaluating Zero-shot LLM Agents in Complex Task-Oriented Dialogs ACL 2025
LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding ACL 2025
YinYang-Align: A new Benchmark for Competing Objectives and Introducing Multi-Objective Preference based Text-to-Image Alignment ACL 2025
Unveiling and Addressing Pseudo Forgetting in Large Language Models ACL 2025
Dialect Normalization using Large Language Models and Morphological Rules ACL 2025
Learning to Insert [PAUSE] Tokens for Better Reasoning ACL 2025
WASA: WAtermark-based Source Attribution for Large Language Model-Generated Data ACL 2025
Relevant or Random: Can LLMs Truly Perform Analogical Reasoning? ACL 2025
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning ACL 2025
KaFT: Knowledge-aware Fine-tuning for Boosting LLMs’ Domain-specific Question-Answering Performance ACL 2025
Are LLMs Rational Investors? A Study on the Financial Bias in LLMs ACL 2025
Communication-Efficient and Tensorized Federated Fine-Tuning of Large Language Models ACL 2025
COVER: Context-Driven Over-Refusal Verification in LLMs ACL 2025
Burn After Reading: Do Multimodal Large Language Models Truly Capture Order of Events in Image Sequences? ACL 2025
Automated main concept generation for narrative discourse assessment in aphasia ACL 2025
Retrieval Models Aren’t Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models ACL 2025
Decoupling Reasoning and Knowledge Injection for In-Context Knowledge Editing ACL 2025
Entrospect: Information-Theoretic Self-Reflection Elicits Better Response Refinement of Small Language Models ACL 2025
EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance ACL 2025
Reranking-based Generation for Unbiased Perspective Summarization ACL 2025
Token-Budget-Aware LLM Reasoning ACL 2025
TituLLMs: A Family of Bangla LLMs with Comprehensive Benchmarking ACL 2025
HPSS: Heuristic Prompting Strategy Search for LLM Evaluators ACL 2025