ACL ARR 2025 February Submissions

Towards Objective Fine-tuning: How LLMs' Prior Knowledge Causes Potential Poor Calibration?
ACL ARR 2025 February Submission6251 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
FoREST: Frame of Reference Evaluation in Spatial Reasoning Tasks
ACL ARR 2025 February Submission6250 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Do Retrieval-Augmented Language Models Adapt to Varying User Needs?
ACL ARR 2025 February Submission6246 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Data Laundering: Artificially Boosting Benchmark Results through Knowledge Distillation
ACL ARR 2025 February Submission6240 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Can LLMs Improve Multimodal Fact-Checking by Asking Relevant Questions?
ACL ARR 2025 February Submission6238 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Unlocking LLMs’ Self-Improvement Capacity with Autonomous Learning for Domain Adaptation
ACL ARR 2025 February Submission6237 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
ECoRAG: Evidentiality-guided Compression for Long Context RAG
ACL ARR 2025 February Submission6233 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
AlignDistil: Token-Level Language Model Alignment as Adaptive Policy Distillation
ACL ARR 2025 February Submission6228 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
RAG vs. GraphRAG: A Systematic Evaluation and Key Insights
ACL ARR 2025 February Submission6227 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Large Language Models for Data Science: A Survey
ACL ARR 2025 February Submission6225 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
R-LoRA: Random Initialization of Multi-Head LoRA for Multi-Task Learning
ACL ARR 2025 February Submission6220 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Extracting Parallelism from Large Language Model Queries
ACL ARR 2025 February Submission6215 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Revisiting In-Context Learning with Long Context Language Models
ACL ARR 2025 February Submission6213 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Multi-Agent Collaboration for Multilingual Code Instruction Tuning
ACL ARR 2025 February Submission6210 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning
ACL ARR 2025 February Submission6195 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Divide and Conquer: Policy-Aware Jailbreak Defense for Large Language Models
ACL ARR 2025 February Submission6190 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models
ACL ARR 2025 February Submission6188 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Foot-In-The-Door: A Multi-turn Jailbreak for LLMs
ACL ARR 2025 February Submission6183 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
TRIDENT: Enhancing Large Language Model Safety with Tri-Dimensional Diversified Red-Teaming Data Synthesis
ACL ARR 2025 February Submission6174 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Unraveling Indirect In-Context Learning Using Influence Functions
ACL ARR 2025 February Submission6172 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Breaking the Attention Trap in Code LLMs: A Rejection Sampling Approach to Enhance Code Execution Prediction
ACL ARR 2025 February Submission6167 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Structured Outputs Enable General-Purpose LLMs to be Medical Experts
ACL ARR 2025 February Submission6165 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory
ACL ARR 2025 February Submission6162 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Explainable Depression Detection in Clinical Interviews with Personalized Retrieval-Augmented Generation
ACL ARR 2025 February Submission6159 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Combatting Climate Change: Enhancing ESGLLM Retrieval with ESG-CID, a Disclosure Content Index Dataset for Mapping GRI and ESRS
ACL ARR 2025 February Submission6158 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone