ACL ARR 2025 February Submissions

Socratic Style Chain-of-Thoughts Help LLMs to be a Better Reasoner
ACL ARR 2025 February Submission797 Authors
- 11 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation
ACL ARR 2025 February Submission795 Authors
- 11 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Guiding Large Language Models for Biomedical Entity Linking via Restrictive and Contrastive Decoding
ACL ARR 2025 February Submission793 Authors
- 11 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Word2Passage : Word-level Importance Re-weighting for Query Expansion
ACL ARR 2025 February Submission790 Authors
- 11 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
TABED: Test-Time Adaptive Ensemble Drafting for Robust Speculative Decoding in LVLMs
ACL ARR 2025 February Submission778 Authors
- 11 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
‘No’ Matters: Out-of-Distribution Detection in Multimodality Multi-Turn Interactive Dialogue
ACL ARR 2025 February Submission772 Authors
- 11 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning
ACL ARR 2025 February Submission769 Authors
- 11 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
LLM Distillation for Efficient Few-Shot Multiple Choice Question Answering
ACL ARR 2025 February Submission766 Authors
- 11 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering
ACL ARR 2025 February Submission764 Authors
- 11 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Improving the Calibration of Confidence Scores in Text Generation Using the Output Distribution's Characteristics
ACL ARR 2025 February Submission755 Authors
- 11 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
References Indeed Matter? Reference-Free Preference Optimization for Conversational Query Reformulation
ACL ARR 2025 February Submission754 Authors
- 11 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages
ACL ARR 2025 February Submission753 Authors
- 11 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
SIQ: Exterminating Speech Intelligence Quotient Cross Cognitive Levels in Voice Understanding Large Language Models
ACL ARR 2025 February Submission749 Authors
- 11 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
UNMUTE: Understanding Multilingual Transfer Learning through Encipherment
ACL ARR 2025 February Submission746 Authors
- 11 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Evaluating the Effect of Retrieval Augmentation on Social Biases
ACL ARR 2025 February Submission745 Authors
- 11 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
A Comprehensive Survey on Scientific Large Language Models in Physics
ACL ARR 2025 February Submission742 Authors
- 10 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data Synthesis
ACL ARR 2025 February Submission741 Authors
- 10 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
MiniELM: A Lightweight and Adaptive Query Rewriting Framework for E-Commerce Search Optimization
ACL ARR 2025 February Submission737 Authors
- 10 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Decision-making with Deliberation: Meta-reviewing as a Document-grounded Dialogue
ACL ARR 2025 February Submission734 Authors
- 10 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models
ACL ARR 2025 February Submission729 Authors
- 10 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Math2Visual: A Framework for Generating Pedagogically Meaningful Visuals for Teaching Math Word Problems
ACL ARR 2025 February Submission720 Authors
- 10 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
Attention Overflow: Language Model Input Blur during Long-Context Missing Items Identification
ACL ARR 2025 February Submission713 Authors
- 10 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
STaR-SQL: Self-Taught Reasoner for Text-to-SQL
ACL ARR 2025 February Submission712 Authors
- 10 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
JSONSchemaBench: A Rigorous Benchmark of Structured Outputs for LLMs
ACL ARR 2025 February Submission710 Authors
- 10 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone
ProjectTest: A Project-level LLM Unit Test Generation Benchmark and Impact of Error Fixing Mechanisms
ACL ARR 2025 February Submission707 Authors
- 10 Feb 2025 (modified: 09 May 2025)
- ACL ARR 2025 February Submission
- Readers: Everyone