ACL ARR 2025 February Submissions

Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models
ACL ARR 2025 February Submission5266 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation
ACL ARR 2025 February Submission5265 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Exploring the Small World of Word Embeddings: A Comparative Study on Conceptual Spaces from LLMs of Different Scales
ACL ARR 2025 February Submission5264 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models
ACL ARR 2025 February Submission5263 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
TMCL: Measuring Taiwanese Criminal Law Understanding
ACL ARR 2025 February Submission5261 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Understanding and Tackling Label Errors in Individual-Level Nature Language Understanding
ACL ARR 2025 February Submission5253 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Enhancing Knowledge through Revisable Chain-of-Thought for Commonsense Question Answering
ACL ARR 2025 February Submission5249 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment
ACL ARR 2025 February Submission5247 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
TALENT: Tree-structured Adaptive Learning for Efficient Text-to-SQL Generation
ACL ARR 2025 February Submission5236 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Towards a Unified View of Uncertainty Estimation for Large Language Model with Internal State
ACL ARR 2025 February Submission5235 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknown
ACL ARR 2025 February Submission5233 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Memorize or Generalize? Evaluating LLM Code Generation with Evolved Questions
ACL ARR 2025 February Submission5229 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
LLaSE-G1: Incentivizing Generalization Capability for LLaMA-based Speech Enhancement
ACL ARR 2025 February Submission5225 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
From Turns to Dialogues: Rethinking Task-Oriented Dialogue Evaluation by Combining Turn-Level Precision with Dialogue-Level Comparisons
ACL ARR 2025 February Submission5223 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
DAVIS: Planning Agent with Knowledge Graph-Powered Inner Monologue
ACL ARR 2025 February Submission5222 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models
ACL ARR 2025 February Submission5220 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
PII-Bench: Evaluating Query-Aware Privacy Protection Systems
ACL ARR 2025 February Submission5217 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
SecureRAG: End-to-End Secure Retrieval-Augmented Generation
ACL ARR 2025 February Submission5215 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
StepER: Step-wise Knowledge Distillation for Enhancing Reasoning Ability in Multi-Step Retrieval-Augmented LM
ACL ARR 2025 February Submission5210 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Vendi-RAG: Adaptively Trading-Off Diversity And Quality Significantly Improves Retrieval Augmented Generation With LLMs
ACL ARR 2025 February Submission5209 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models
ACL ARR 2025 February Submission5208 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Path-of-Thoughts: Extracting and Following Paths for Robust Relational Reasoning with Large Language Models
ACL ARR 2025 February Submission5207 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Text2World: Benchmarking Large Language Models for Symbolic World Model Generation
ACL ARR 2025 February Submission5203 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Bhaasha, Bhāṣā, Zaban: A Survey for Low-Resourced Languages in South Asia – Current Stage and Challenges
ACL ARR 2025 February Submission5200 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools
ACL ARR 2025 February Submission5199 Authors
- 16 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone