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Academic · 약 1분

Multi-dimensional Assessment and Explainable Feedback for Counselor Responses to Client Resistance in Text-based Counseling with …

arXiv:2602.21638v1 Announce Type: new Abstract: Effectively addressing client resistance is a sophisticated clinical skill in psychological counseling, yet practitioners often lack timely and scalable supervisory …

Anqi Li, Ruihan Wang, Zhaoming Chen, Yuqian Chen, Yu Lu, Yi Zhu, Yuan Xie, Zhenzhong Lan

조회수 45회 02.27

Academic · 약 1분

Scalable Multilingual Multimodal Machine Translation with Speech-Text Fusion

arXiv:2602.21646v1 Announce Type: new Abstract: Multimodal Large Language Models (MLLMs) have achieved notable success in enhancing translation performance by integrating multimodal information. However, existing research …

Yexing Du, Youcheng Pan, Zekun Wang, Zheng Chu, Yichong Huang, Kaiyuan Liu, Bo Yang, Yang Xiang, Ming Liu, Bing Qin

조회수 39회 02.27

Academic · 약 1분

Mitigating Structural Noise in Low-Resource S2TT: An Optimized Cascaded Nepali-English Pipeline with Punctuation Restoration

arXiv:2602.21647v1 Announce Type: new Abstract: This paper presents and evaluates an optimized cascaded Nepali speech-to-English text translation (S2TT) system, focusing on mitigating structural noise introduced …

Tangsang Chongbang, Pranesh Pyara Shrestha, Amrit Sarki, Anku Jaiswal

조회수 35회 02.27

Academic · 약 1분

Sparsity Induction for Accurate Post-Training Pruning of Large Language Models

arXiv:2602.21652v1 Announce Type: new Abstract: Large language models have demonstrated capabilities in text generation, while their increasing parameter scales present challenges in computational and memory …

Minhao Jiang, Zhikai Li, Xuewen Liu, Jing Zhang, Mengjuan Chen, Qingyi Gu

조회수 37회 02.27

Academic · 약 1분

DWA-KD: Dual-Space Weighting and Time-Warped Alignment for Cross-Tokenizer Knowledge Distillation

arXiv:2602.21669v1 Announce Type: new Abstract: Knowledge Distillation (KD) has emerged as a crucial technique for compressing Large Language Models (LLMs). Although existing cross-tokenizer KD methods …

Duc Trung Vu, Pham Khanh Chi, Dat Phi Van, Linh Ngo Van, Sang Dinh, Trung Le

조회수 35회 02.27

Academic · 약 1분

Evaluating the relationship between regularity and learnability in recursive numeral systems using Reinforcement Learning

arXiv:2602.21720v1 Announce Type: new Abstract: Human recursive numeral systems (i.e., counting systems such as English base-10 numerals), like many other grammatical systems, are highly regular. …

Andrea Silvi, Ponrawee Prasertsom, Jennifer Culbertson, Devdatt Dubhashi, Moa Johansson, Kenny Smith

조회수 36회 02.27

Academic · 약 1분

Explore-on-Graph: Incentivizing Autonomous Exploration of Large Language Models on Knowledge Graphs with Path-refined Reward Modeling

arXiv:2602.21728v1 Announce Type: new Abstract: The reasoning process of Large Language Models (LLMs) is often plagued by hallucinations and missing facts in question-answering tasks. A …

Shiqi Yan, Yubo Chen, Ruiqi Zhou, Zhengxi Yao, Shuai Chen, Tianyi Zhang, Shijie Zhang, Wei Qiang Zhang, Yongfeng Huang, Haixin Duan, Yunqi Zhang

조회수 37회 02.27

Academic · 약 1분

Robust Long-Form Bangla Speech Processing: Automatic Speech Recognition and Speaker Diarization

arXiv:2602.21741v1 Announce Type: new Abstract: We describe our end-to-end system for Bengali long-form speech recognition (ASR) and speaker diarization submitted to the DL Sprint 4.0 …

MD. Sagor Chowdhury, Adiba Fairooz Chowdhury

조회수 37회 02.27

Academic · 약 1분

Improving Implicit Discourse Relation Recognition with Natural Language Explanations from LLMs

arXiv:2602.21763v1 Announce Type: new Abstract: Implicit Discourse Relation Recognition (IDRR) remains a challenging task due to the requirement for deep semantic understanding in the absence …

Heng Wang, Changxing Wu

조회수 37회 02.27

Academic · 약 1분

D-COT: Disciplined Chain-of-Thought Learning for Efficient Reasoning in Small Language Models

arXiv:2602.21786v1 Announce Type: new Abstract: Chain-of-Thought (CoT) distillation from Large Language Models (LLMs) often induces "overthinking" in Small Language Models (SLMs), leading to performance degradation …

Shunsuke Ubukata

조회수 37회 02.27

Academic · 약 1분

FewMMBench: A Benchmark for Multimodal Few-Shot Learning

arXiv:2602.21854v1 Announce Type: new Abstract: As multimodal large language models (MLLMs) advance in handling interleaved image-text data, assessing their few-shot learning capabilities remains an open …

Mustafa Dogan, Ilker Kesen, Iacer Calixto, Aykut Erdem, Erkut Erdem

조회수 42회 02.27

Academic · 약 1분

Personalized Graph-Empowered Large Language Model for Proactive Information Access

arXiv:2602.21862v1 Announce Type: new Abstract: Since individuals may struggle to recall all life details and often confuse events, establishing a system to assist users in …

Chia Cheng Chang, An-Zi Yen, Hen-Hsen Huang, Hsin-Hsi Chen

조회수 35회 02.27

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