| 1 |
Scaling LLM Knowledge Boundaries via Distribution-Optimized Synthesis
Songze Li, Yarong Lan, ... (+17 more)
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cs.CL
|
0 |
2 months ago |
| 2 |
First-Token Broadcasters: Mechanistic Origins of Language Identity and Distributed Robustness in Transformers
Arjun Pillai, Christian Hoang, Anjelo Jann Laroza
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|
cs.CL
|
0 |
2 months ago |
| 3 |
Curiosity as Linguistic Intervention: Using LLM Tutoring Dialogues to Influence Exploratory Learning Behavior
Gevindu Ganganath, Pasindu Bolonghege, ... (+3 more)
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|
cs.CL
|
0 |
2 months ago |
| 4 |
CORTIS: Text-Only Adaptation of Spoken Language Models for Task-Oriented Voice Agents
Youngwon Choi, Hyeonyu Kim, ... (+3 more)
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cs.HC
|
0 |
2 months ago |
| 5 |
Beyond Uniform Forgetting: A Study of Sequential Direct Preference Optimization Across Preference Settings
Pranav Bhandari, Nicolas Fay, ... (+3 more)
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cs.CL
|
0 |
2 months ago |
| 6 |
ThinkProbe: Beyond Accuracy -- Structural Profiling of Open-Ended LLM Reasoning Traces via Non-Generative Thought Graphs
Mohamed Amine Kerkouri, Simon D. Hernandez, ... (+4 more)
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cs.CL
|
0 |
2 months ago |
| 7 |
Beyond Surface Forms: A Comprehensive, Mechanism-Oriented Taxonomy of Indirect Linguistic Encoding for LLM-Based Coded Language Detection
Hamid Reza Firoozfar, Mohammadsadegh Abolhasani, ... (+2 more)
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cs.CL
|
0 |
2 months ago |
| 8 |
Semantic Consistency Policy Optimization for Reinforcement Learning of LLM Agents
Peng Xu, Sijia Chen, ... (+2 more)
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|
cs.LG
|
0 |
2 months ago |
| 9 |
MultAttnAttrib: Training-Free Multimodal Attribution in Long Document Question Answering
Dang Quang Thien Tran, Quang V. Dang, ... (+8 more)
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cs.CL
|
0 |
2 months ago |
| 10 |
SEFORA: Student Essays with Feedback Corpus and LLM Feedback Evaluation Framework
Shayan Peyghambari Oskoui, Norah Almousa, ... (+6 more)
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cs.CL
|
0 |
2 months ago |
| 11 |
Scalable and Culturally Specific Stereotype Dataset Construction via Human-LLM Collaboration
Weicheng Ma, John Guerrerio, Soroush Vosoughi
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cs.CL
|
0 |
2 months ago |
| 12 |
Which Decisions Low-Bit Quantization Breaks, and How to Predict Them
Zekun Wu, Swati Dhiman, Adriano Koshiyama
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|
cs.LG
|
0 |
1 month ago |
| 13 |
Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents
Jiaming Wei, Zekun Wu, ... (+2 more)
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cs.CL
|
0 |
1 month ago |
| 14 |
Refining Over Resampling: Test-Time Self-Correction for LLM Reasoning
Ahsan Bilal, Muhammad Ahmed Mohsin, ... (+5 more)
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cs.AI
|
0 |
1 month ago |
| 15 |
Propaganda Forensics: Recovering the Generation Pipeline of an AI-Driven Influence Campaign
Benjamin Icard, Elouan Vuichard, ... (+13 more)
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cs.AI
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0 |
1 month ago |
| 16 |
Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement
Uma Ranjan, Kunal Tilaganji, ... (+10 more)
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|
cs.CV
|
0 |
1 month ago |
| 17 |
MetaCaster: Meta-Harness-Optimized Agent for End-to-End Few-Shot Learning of Lightweight Time Series Forecasters
ChengAo Shen, Wenchao Yu, ... (+7 more)
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cs.LG
|
0 |
22 days ago |
| 18 |
How Useful are LLMs for Grammar Engineering? Cantonese ParGram Resources and Controlled Experimental Evaluation with English Baselines
Chit-Fung Lam
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cs.CL
|
0 |
22 days ago |
| 19 |
Cross-lingual Biography Enrichment via Claim Extraction and Alignment
Yifei Song, Ziyang Chen, ... (+2 more)
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|
cs.CL
|
0 |
22 days ago |
| 20 |
FormuEvo: LLM-Guided Evolution for Discovering Solver-Efficient Mixed-Integer Programming Formulations
Haofeng Yuan, Jianing Peng, ... (+4 more)
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cs.CL
|
0 |
22 days ago |
| 21 |
The Emergence of Relevance Through Axiomatic Attention Patterns During LoRA Fine-Tuning
Matthew Perlman, Atharva Nijasure, James Allan
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cs.CL
|
0 |
22 days ago |
| 22 |
Beyond the Stability-Exploration Dilemma: Environmental Regularization for LLM Policy Optimization
Xianlei Zhou, Xiangdi Meng, ... (+8 more)
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cs.CL
|
0 |
22 days ago |
| 23 |
Expectations and Practices around AI Disclosure in CS Research
Arati Mohapatra, Danish Pruthi
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|
cs.CY
|
0 |
22 days ago |
| 24 |
Language Chain in Alignment: Cross-Lingual Ranking Preference Optimization
Seungyoon Lee, Minhyuk Kim, ... (+2 more)
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cs.CL
|
0 |
22 days ago |
| 25 |
LITERARYBIGFIVE: Author-Personalized Text Generation in a Unified Interpretable Space
Jinghui Zhang, Lang Gao, ... (+6 more)
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cs.CL
|
0 |
22 days ago |
| 26 |
Jiuge-Tuiqiao: An Interpretable Human-AI System for Classical Chinese Poetry Refinement
Yufeng Han, Lifan Deng, ... (+6 more)
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cs.AI
|
0 |
22 days ago |
| 27 |
Definitional Sensitivity in Media Bias Detection: A Multi-Definition Dataset and Benchmark
Martin Wessel, Timo Spinde, ... (+2 more)
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cs.CL
|
0 |
22 days ago |
| 28 |
Cultural Moment Benchmark: Evaluating Video Cultural Reasoning and Grounding in Southeast Asia
Burak Satar, Zhixin Ma, ... (+4 more)
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cs.CV
|
0 |
22 days ago |
| 29 |
Reservoir of Importance: Learning Semi-Structured Sparsity with Differentiable Subset Sampling
Ha Dinh, Xuan Duy Ta, ... (+2 more)
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cs.LG
|
0 |
22 days ago |
| 30 |
From Inertia to Objectivity: Improving Deep Research Agents with Noise Isolation
Xiangxin Zhang, Zhanwei Zhang, ... (+3 more)
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cs.AI
|
0 |
22 days ago |
| 31 |
The Multilingual FrameNet Corpus
Beatrice Fiumanò, Nicolas Lazzari, ... (+2 more)
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cs.CL
|
0 |
22 days ago |
| 32 |
Meta-Moderator: Empowering Multi-Agent Debate with Meta-Cognition
Wentao Hu, Zhuoyue Wan, ... (+4 more)
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cs.CL
|
0 |
22 days ago |
| 33 |
The Illusion of Control: Why Bare Classifier Inversion Silently Fails in Concept-Bottleneck Text Generation
Qi Bing, Xiaowei Shao
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cs.CL
|
0 |
22 days ago |
| 34 |
Knowing Isn't Always Saying: When Do Spatial Encodings Reach Answers in Vision-Language Models?
Zeyu Wang, Xinming Xu
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|
cs.CL
|
0 |
22 days ago |
| 35 |
Do Spoken Language Models Hear Speech as They Read Text? Bridging Structural Gaps Between Speech and Text
Hyeonyu Kim, Hwayeon Kim, ... (+3 more)
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|
cs.CL
|
0 |
22 days ago |
| 36 |
AraDetox: A Multi-Dialect Arabic Detoxification Dataset
Mo El-Haj
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|
cs.CL
|
0 |
22 days ago |
| 37 |
Better Retrieval, Worse Robustness:How Multi-hop RAG Amplifies Upstream ASR Errors
Zhenghua Bao
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|
cs.CL
|
0 |
22 days ago |
| 38 |
Adaptive Hierarchical Representation Alliance for Multimodal Learning
Chunlei Meng, Pengbin Feng, ... (+6 more)
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|
cs.MM
|
0 |
22 days ago |
| 39 |
Thinking at the Right Size: Amortized Distillation Across Post-Trained LLMs
Yan Zhou, Sara Kangaslahti, ... (+5 more)
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cs.LG
|
0 |
22 days ago |
| 40 |
DIAG: Diagnostic Iterative Alignment and Generation for Data-Efficient Mathematical Preference Distillation
Guhan Chen, Songtao Tian, ... (+4 more)
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|
cs.CL
|
0 |
22 days ago |
| 41 |
Beyond Factual Knowledge: Benchmarking and Learning Step-Level Procedural Rule Reasoning in Large Language Models
Bohan Yu, Pengfei Cao, ... (+8 more)
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cs.CL
|
0 |
22 days ago |
| 42 |
WnW: Waxing-and-Waning KV Cache for Long-Form Speech LLMs
Yiming Yao, Chenyang Lyu, ... (+5 more)
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|
cs.CL
|
0 |
22 days ago |
| 43 |
ExecRubrics: Executable Tool-Augmented Rubrics for Verifiable and Efficient Long-Form Evaluation
Kaustubh D. Dhole, Charles L. A. Clarke, Eugene Y. Agichtein
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cs.AI
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0 |
23 days ago |
| 44 |
BLADE: Bilevel Low-rank Augmented-Lagrangian Erasure for LLM Unlearning
Md Toufikuzzaman, Ahmad Mousavi, Dongwon Lee
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|
cs.LG
|
0 |
23 days ago |
| 45 |
TRACE: Temporal Retrieval with Anchored and Convergent Evidence for Long-Horizon Video Understanding
Pengyiang Liu, Junbo Niu, ... (+5 more)
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|
cs.CV
|
0 |
23 days ago |
| 46 |
Who Pays More for Safety? Measuring the Disparate Cost of Safety Alignment across Languages
Chanwoong Yoon, Jungsoo Park, Alan Ritter
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|
cs.CL
|
0 |
23 days ago |
| 47 |
GTA-RAG: Graph-Trajectory-Augmented Reinforcement Learning for Multi-Turn Retrieval-Augmented Reasoning
Jun Chen, Yongchao Liu, ... (+7 more)
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|
cs.CL
|
0 |
23 days ago |
| 48 |
Don' t Box Me In: Dynamic Cultural Adaptation and Cognitive Tracking for Social Understanding
Chongyuan Dai, Yaling Shen, ... (+3 more)
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|
cs.CL
|
0 |
23 days ago |
| 49 |
LiST: Local-Simplex Test-Time LoRA Fusion
Yihua Shao, Jia Li, ... (+13 more)
|
|
cs.CV
|
0 |
23 days ago |
| 50 |
Context-Aware Cluster Decoding: Semantic Anchor-Driven Coherence in dMLLMs
Yikai Zhao, Qiyan Zhao, ... (+4 more)
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|
cs.CL
|
0 |
23 days ago |