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575,626 papers

Accelerating Diffusion Large Language Models with SlowFast: The Three Golden Principles

Qingyan Wei, Yaojie Zhang, Zhiyuan Liu, Dongrui Liu, Linfeng Zhang et al.

2025-06-12
PaperCode
CIIR@LiveRAG 2025: Optimizing Multi-Agent Retrieval Augmented Generation through Self-Training

Alireza Salemi, Mukta Maddipatla, Hamed Zamani

2025-06-12RetrievalRAGResponse Generation
PaperCode
ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization

Zhensheng Jin, Xinze Li, Yifan Ji, Chunyi Peng, Zhenghao Liu et al.

2025-06-12Math
PaperCode
Mitigating Negative Interference in Multilingual Sequential Knowledge Editing through Null-Space Constraints

Wei Sun, Tingyu Qu, Mingxiao Li, Jesse Davis, Marie-Francine Moens et al.

2025-06-12knowledge editing
Paper
Improving Named Entity Transcription with Contextual LLM-based Revision

Viet Anh Trinh, Xinlu He, Jacob Whitehill

2025-06-12Speech RecognitionAutomatic Speech RecognitionAutomatic Speech Recognition (ASR)+4
Paper
Different Questions, Different Models: Fine-Grained Evaluation of Uncertainty and Calibration in Clinical QA with LLMs

Alberto Testoni, Iacer Calixto

2025-06-12Question AnsweringMultiple-choice
Paper
One Tokenizer To Rule Them All: Emergent Language Plasticity via Multilingual Tokenizers

Diana Abagyan, Alejandro R. Salamanca, Andres Felipe Cruz-Salinas, Kris Cao, Hangyu Lin et al.

2025-06-12All
Paper
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora

Priyanka Kargupta, Nan Zhang, Yunyi Zhang, Rui Zhang, Prasenjit Mitra et al.

2025-06-12General Knowledge
PaperCode
Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced Claims

Priyanka Kargupta, Runchu Tian, Jiawei Han

2025-06-12Retrieval
PaperCode
PREMISE: Scalable and Strategic Prompt Optimization for Efficient Mathematical Reasoning in Large Models

Ye Yu, Yaoning Yu, Haohan Wang

2025-06-12Mathematical ReasoningGSM8K
Paper
Inferring Adjective Hypernyms with Language Models to Increase the Connectivity of Open English Wordnet

Lorenzo Augello, John P. McCrae

2025-06-12
Paper
Large Language Models for Detection of Life-Threatening Texts

Thanh Thi Nguyen, Campbell Wilson, Janis Dalins

2025-06-12
Paper
Spelling-out is not Straightforward: LLMs' Capability of Tokenization from Token to Characters

Tatsuya Hiraoka, Kentaro Inui

2025-06-12
Paper
NeuralNexus at BEA 2025 Shared Task: Retrieval-Augmented Prompting for Mistake Identification in AI Tutors

Numaan Naeem, Sarfraz Ahmad, Momina Ahsan, Hasan Iqbal

2025-06-12Mathematical ReasoningLarge Language ModelLanguage Modelling
PaperCode
SDialog: A Python Toolkit for Synthetic Dialogue Generation and Analysis

Sergio Burdisso, Esaú Villatoro-Tello, Petr Motlicek

2025-06-12BenchmarkingSynthetic Data GenerationDialogue Generation+1
PaperCode
Reliable Reasoning Path: Distilling Effective Guidance for LLM Reasoning with Knowledge Graphs

Yilin Xiao, Chuang Zhou, Qinggang Zhang, Bo Li, Qing Li et al.

2025-06-12Knowledge Graphs
Paper
Beyond Single-User Dialogue: Assessing Multi-User Dialogue State Tracking Capabilities of Large Language Models

Sangmin Song, Juhwan Choi, Jungmin Yun, Youngbin Kim

2025-06-12Dialogue State Tracking
Paper
Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models

Aleksandra Sorokovikova, Pavel Chizhov, Iuliia Eremenko, Ivan P. Yamshchikov

2025-06-12FairnessMMLU
Paper
Table-Text Alignment: Explaining Claim Verification Against Tables in Scientific Papers

Xanh Ho, Sunisth Kumar, Yun-Ang Wu, Florian Boudin, Atsuhiro Takasu et al.

2025-06-12Claim Verification
PaperCode
Fast on the Easy, Deep on the Hard: Efficient Reasoning via Powered Length Penalty

Zehui Ling, Deshu Chen, Hongwei Zhang, Yifeng Jiao, Xin Guo et al.

2025-06-12GSM8K
Paper
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