ACL ARR 2025 May Submissions

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster
ACL ARR 2025 May Submission3478 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks
ACL ARR 2025 May Submission3477 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
GLProtein: Global-and-Local Structure Aware Protein Representation Learning
ACL ARR 2025 May Submission3476 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Improve LLM-as-a-Judge Ability as a General Ability
ACL ARR 2025 May Submission3471 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
RECAST: Retrieval-Augmented Contextual ASR via Decoder-State Keyword Spotting
ACL ARR 2025 May Submission3469 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
ScholarBench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic Contexts
ACL ARR 2025 May Submission3468 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Enriching Context for Pathological Diagnosis via Multimodal Auxiliary Information
ACL ARR 2025 May Submission3467 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents
ACL ARR 2025 May Submission3463 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Debating for Better Reasoning: An Unsupervised Multimodal Approach
ACL ARR 2025 May Submission3462 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Legal Rule Induction: Towards Generalizable Principle Discovery from Analogous Judicial Precedents
ACL ARR 2025 May Submission3456 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
ASLoRA: Adaptive Sharing Low-Rank Adaptation Across Layers
ACL ARR 2025 May Submission3451 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Social Bias Evaluation for Large Language Models Requires Prompt Variations
ACL ARR 2025 May Submission3442 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
You Are What You Train: Effects of Data Composition on Training Context-aware Machine Translation Models
ACL ARR 2025 May Submission3440 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Mitigating Stylistic Biases of Machine Translation Systems via Monolingual Corpora Only
ACL ARR 2025 May Submission3439 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
SPAF: A Sentiment Preservation Assessment Framework for Machine Translation of Classical Chinese Literature
ACL ARR 2025 May Submission3433 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
MULTITAT: Benchmarking Multilingual Table-and-Text Question Answering
ACL ARR 2025 May Submission3431 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
AutoCT: Automating Interpretable Clinical Trial Prediction with LLM Agents
ACL ARR 2025 May Submission3425 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
ZERA: Zero-prompt Evolving Refinement Agent – From Zero Instructions to Structured Prompts via Principle-based Optimization
ACL ARR 2025 May Submission3423 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
See then Tell: Enhancing Key Information Extraction with Vision Grounding
ACL ARR 2025 May Submission3416 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities
ACL ARR 2025 May Submission3412 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization
ACL ARR 2025 May Submission3407 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Do Slides Help? Multi-modal Context for Automatic Transcription of Conference Talks
ACL ARR 2025 May Submission3406 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Understanding How Value Neurons Shape the Generation of Specified Values in LLMs
ACL ARR 2025 May Submission3384 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation
ACL ARR 2025 May Submission3382 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
When Can Large Reasoning Models Save Thinking? Mechanistic Analysis of Behavioral Divergence in Reasoning
ACL ARR 2025 May Submission3380 Authors
- 19 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone