ACL ARR 2025 May Submissions

FastDiSS: Few-step Match Many-step Diffusion Language Model on Sequence-to-Sequence Generation
ACL ARR 2025 May Submission111 Authors
- 07 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use
ACL ARR 2025 May Submission108 Authors
- 07 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
AROMA: Autonomous Rank-one Matrix Adaptation
ACL ARR 2025 May Submission100 Authors
- 07 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching
ACL ARR 2025 May Submission93 Authors
- 07 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Towards Fully-Automated Dataset Construction
ACL ARR 2025 May Submission90 Authors
- 07 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
CoAT: Chain-of-Associated-Thoughts Framework for Enhancing Large Language Models Reasoning
ACL ARR 2025 May Submission87 Authors
- 07 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering
ACL ARR 2025 May Submission83 Authors
- 07 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Intention Knowledge Graph Construction for User Intention Relation Modeling
ACL ARR 2025 May Submission82 Authors
- 07 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Relation-aware Diffusion-Asymmetric Graph Contrastive Learning for Recommendation
ACL ARR 2025 May Submission81 Authors
- 07 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
LagKV: Lag-Relative Information of the KV Cache Tells Which Tokens Are Important
ACL ARR 2025 May Submission80 Authors
- 07 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
ReZero: Enhancing LLM search ability by trying one-more-time
ACL ARR 2025 May Submission75 Authors
- 07 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration
ACL ARR 2025 May Submission71 Authors
- 07 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
AutoIE-LLM: An Automated Information Extraction Framework from Scientific Literature Based on the LLM
ACL ARR 2025 May Submission67 Authors
- 06 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Ad-hoc Personalization of Offline Handwritten Text Recognition Using Style Transfer
ACL ARR 2025 May Submission62 Authors
- 06 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
A Good Plan is Hard to Find: Aligning Models with Preferences is Misaligned with What Helps Users
ACL ARR 2025 May Submission58 Authors
- 06 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Test-Time Consistency in Vision Language Models
ACL ARR 2025 May Submission56 Authors
- 06 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
LogicTree: Structured Proof Exploration for Coherent and Rigorous Logical Reasoning with Large Language Models
ACL ARR 2025 May Submission53 Authors
- 06 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Active Layer-Contrastive Decoding Reduces Hallucination in Large Language Model Generation
ACL ARR 2025 May Submission52 Authors
- 06 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges
ACL ARR 2025 May Submission47 Authors
- 06 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
A Novel Framework for Automated Explain Vision Model Using Vision-Language Models
ACL ARR 2025 May Submission37 Authors
- 06 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Unroll Autoregressive Generation via Next-N-Token Prediction
ACL ARR 2025 May Submission36 Authors
- 06 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
Retrieval Backward Attention without Additional Training: Enhance Embeddings of Large Language Models via Repetition
ACL ARR 2025 May Submission31 Authors
- 06 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
InFiNITE (∞): Indian Financial Narrative Inference Tasks & Evaluations
ACL ARR 2025 May Submission29 Authors
- 06 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
InfoGain-RAG: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranking and Filtering
ACL ARR 2025 May Submission27 Authors
- 06 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone
ThinkRec: Thinking-based recommendation via LLM
ACL ARR 2025 May Submission24 Authors
- 06 May 2025 (modified: 03 Jul 2025)
- ACL ARR 2025 May Submission
- Readers: Everyone