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575,626 papers

Brevity is the soul of sustainability: Characterizing LLM response lengths

Soham Poddar, Paramita Koley, Janardan Misra, Sanjay Podder, Navveen Balani et al.

2025-06-10Prompt Engineering
PaperCode
RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Sampling

Yang Liu, Jiaqi Li, Zilong Zheng

2025-06-10Reinforcement Learning
PaperCode
MEMETRON: Metaheuristic Mechanisms for Test-time Response Optimization of Large Language Models

Son The Nguyen, Theja Tulabandhula

2025-06-10Reranking
Paper
RAISE: Enhancing Scientific Reasoning in LLMs via Step-by-Step Retrieval

Minhae Oh, Jeonghye Kim, Nakyung Lee, Donggeon Seo, Taeuk Kim et al.

2025-06-10Retrieval
PaperCode
Hateful Person or Hateful Model? Investigating the Role of Personas in Hate Speech Detection by Large Language Models

Shuzhou Yuan, Ercong Nie, Mario Tawfelis, Helmut Schmid, Hinrich Schütze et al.

2025-06-10FairnessHate Speech Detection
Paper
Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings

Liyan Xu, Zhenlin Su, Mo Yu, Jiangnan Li, Fandong Meng et al.

2025-06-10Image Captioning
PaperCode
CounselBench: A Large-Scale Expert Evaluation and Adversarial Benchmark of Large Language Models in Mental Health Counseling

Yahan Li, Jifan Yao, John Bosco S. Bunyi, Adam C. Frank, Angel Hwang et al.

2025-06-10Benchmarking
PaperCode
Neighbors and relatives: How do speech embeddings reflect linguistic connections across the world?

Tuukka Törö, Antti Suni, Juraj Šimko

2025-06-10Language Identification
Paper
Integration of Old and New Knowledge for Generalized Intent Discovery: A Consistency-driven Prototype-Prompting Framework

Xiao Wei, Xiaobao Wang, Ning Zhuang, Chenyang Wang, Longbiao Wang et al.

2025-06-10Intent DiscoveryIntent DetectionDomain Adaptation
PaperCode
Detecting Harmful Memes with Decoupled Understanding and Guided CoT Reasoning

Fengjun Pan, Anh Tuan Luu, Xiaobao Wu

2025-06-10Meme Classification
PaperCode
Olica: Efficient Structured Pruning of Large Language Models without Retraining

Jiujun He, Huazhen Lin

2025-06-10
PaperCode
CAF-I: A Collaborative Multi-Agent Framework for Enhanced Irony Detection with Large Language Models

Ziqi. Liu, Ziyang. Zhou, Mingxuan. Hu

2025-06-10Large Language ModelLanguage ModellingSarcasm Detection
Paper
Know-MRI: A Knowledge Mechanisms Revealer&Interpreter for Large Language Models

Jiaxiang Liu, Boxuan Xing, Chenhao Yuan, Chenxiang Zhang, Di wu et al.

2025-06-10
PaperCode
Large Language Models Have Intrinsic Meta-Cognition, but Need a Good Lens

Ziyang Ma, Qingyue Yuan, Zhenglin Wang, Deyu Zhou

2025-06-10Mathematical ReasoningBenchmarking
Paper
mSTEB: Massively Multilingual Evaluation of LLMs on Speech and Text Tasks

Luel Hagos Beyene, Vivek Verma, Min Ma, Jesujoba O. Alabi, Fabian David Schmidt et al.

2025-06-10Text ClassificationLanguage IdentificationQuestion Answering+1
Paper
EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models

Tao Zou, Xinghua Zhang, Haiyang Yu, Minzheng Wang, Fei Huang et al.

2025-06-10Instruction FollowingNavigate
PaperCode
Mitigating Posterior Salience Attenuation in Long-Context LLMs with Positional Contrastive Decoding

Zikai Xiao, Ziyang Wang, Wen Ma, Yan Zhang, Wei Shen et al.

2025-06-10
Paper
CC-RAG: Structured Multi-Hop Reasoning via Theme-Based Causal Graphs

Jash Rajesh Parekh, Pengcheng Jiang, Jiawei Han

2025-06-10RetrievalAnswer GenerationRAG
Paper
DEAL: Disentangling Transformer Head Activations for LLM Steering

Li-Ming Zhan, Bo Liu, Zexin Lu, Chengqiang Xie, Jiannong Cao et al.

2025-06-10Zero-shot GeneralizationBinary Classification
Paper
Wait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency

Chenlong Wang, Yuanning Feng, Dongping Chen, Zhaoyang Chu, Ranjay Krishna et al.

2025-06-10Multimodal Reasoning
Paper
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