ACL ARR 2025 May Submissions

Unearthing Gems from Stones: Policy Optimization with Negative Sample Augmentation for LLM Reasoning
ACL ARR 2025 May Submission3126 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
SafeCoT: Improving VLM Safety with Minimal Reasoning
ACL ARR 2025 May Submission3123 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Benchmarking LLMs for Translating Classical Chinese Poetry: Evaluating Adequacy, Fluency, and Elegance
ACL ARR 2025 May Submission3121 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
GRATR: Zero-Shot Evidence Graph Retrieval-Augmented Trustworthiness Reasoning
ACL ARR 2025 May Submission3119 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
LLM Bandit: Cost-Efficient LLM Generation via Preference-Conditioned Dynamic Routing
ACL ARR 2025 May Submission3114 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora
ACL ARR 2025 May Submission3111 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation
ACL ARR 2025 May Submission3107 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Improving Chemical Understanding of LLMs via SMILES Parsing
ACL ARR 2025 May Submission3106 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
LanguaShrink: Reducing Token Overhead with Psycholinguistics
ACL ARR 2025 May Submission3102 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Lost in the Passage: Passage-level In-context Learning Does Not Necessarily Need a "Passage"
ACL ARR 2025 May Submission3094 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models
ACL ARR 2025 May Submission3090 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
M3Builder: A Multi-Agent System for Automated Machine Learning in Medical Imaging
ACL ARR 2025 May Submission3081 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Chain of Functions: A Programmatic Pipeline for Fine-Grained Chart Reasoning Data Generation
ACL ARR 2025 May Submission3069 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
How Important is ‘Perfect’ English for Machine Translation Prompts?
ACL ARR 2025 May Submission3063 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Understanding the Modality Gap: An Empirical Study on the Speech-Text Alignment Mechanism of Large Speech Language Models
ACL ARR 2025 May Submission3061 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Unlocking Large Audio-Language Models for Interactive Language Learning
ACL ARR 2025 May Submission3060 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
code_transformed: The Influence of Large Language Models on Code
ACL ARR 2025 May Submission3055 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
MPO: Boosting LLM Agents with Meta Plan Optimization
ACL ARR 2025 May Submission3052 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
MMRA: A Benchmark for Evaluating Multi-Granularity and Multi-Image Relational Association Capabilities in Large Visual Language Models
ACL ARR 2025 May Submission3050 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
What External Knowledge is Preferred by LLMs? Characterizing and Exploring Chain of Evidence in Imperfect Context for Multi-Hop QA
ACL ARR 2025 May Submission3049 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Infinite-Instruct: Synthesizing Scaling Code Data with Bidirectional Synthesis & Static Verification
ACL ARR 2025 May Submission3045 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Improving the fact-checking performance of language models by relying on their entailment ability
ACL ARR 2025 May Submission3042 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
R&R: A Role-playing Model Enhanced by Retrieving and Reflecting
ACL ARR 2025 May Submission3041 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Learning from Past Experience: Confidence Expression Calibration in Language Models via Historical Evaluation
ACL ARR 2025 May Submission3040 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
NepKanun: A RAG-Based Nepali Legal Assistant
ACL ARR 2025 May Submission3034 Authors
- 19 May 2025 (modified: 29 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone