Papers
TaREx: Reinforcement Learning for Code-Driven Table Reasoning
Fangyu Lei, Jinxiang Meng, Yiming Huang et al.
The Curious Case of Analogies: Investigating Analogical Reasoning in Large Language Models
Taewhoo Lee, Minju Song, Chanwoong Yoon et al.
Confidence-Guided Stepwise Model Routing for Cost-Efficient Reasoning
Sangmook Lee, Dohyung Kim, Hyukhun Koh et al.
Reinforce Trustworthiness in Multimodal Emotional Support System
Huy M. Le, Dat Tien Nguyen, Ngan T. T. Vo et al.
Template-Theorems Graph Construction to Enhance Mathematical Reasoning Capabilities of LLM
Yarong Lan, Yajing Xu, Huajun Chen
LC3: Long Cross-Language Code Clone Detection Enhanced by Opcode Sequences and Affinity Aggregation
Xilin Lan, Huan Zhang, Yang Yang et al.
Backdooring Rationalization
Lingxiao Kong, Jiahui Jiang, Wenchao Xu et al.
Rethinking the Sampling Criteria in Reinforcement Learning for LLM Reasoning: A Competence-Difficulty Alignment Perspective
Deyang Kong, Qi Guo, Xiangyu Xi et al.
Test-time Diverse Reasoning by Riemannian Activation Steering
Ly Tran Ho Khanh, Dongxuan Zhu, Man-Chung Yue et al.
CATCH: A Controllable Theme Detection Framework with Contextualized Clustering and Hierarchical Generation
Rui Ke, Jiahui Xu, Shenghao Yang et al.
SampurNER: Fine-Grained Named Entity Recognition Dataset for 22 Indian Languages
Prachuryya Kaushik, Ashish Anand
WikiMAG: A Multi-Agent Guided Framework for Generating Structured Wikipedia-like Articles
Xiuli Kang, Yinlong Xiao, Minghao Hu et al.
Model Whisper: Steering Vectors Unlock Large Language Models’ Potential in Test-Time
Xinyue Kang, Diwei Shi, Li Chen
Causal-ERC: A Multimodal Framework with Causal Prompting for Emotion Recognition in Conversations with Large Language Models
Ran Jing, Geng Tu, Yice Zhang et al.
Embracing Positional Bias in Multiple-Choice Question Answering via Permutation Equivariant Neural Networks
Chengyu Jiao, Siyin Huang, Yu Zhang
Difficulty Is Not Enough: Curriculum Learning for LLMs Fine-tuning Must Consider Utility
Zishang Jiang, Jinyi Han, Tingyun Li et al.
EduGuardBench: A Holistic Benchmark for Evaluating the Pedagogical Fidelity and Adversarial Safety of LLMs as Simulated Teachers
Yilin Jiang, Mingzi Zhang, Xuanyu Yin et al.
Large Language Model Unlearning for Source Code
Xue Jiang, Yihong Dong, Huangzhao Zhang et al.
From Chaos to Clarity: A Knowledge Graph-Driven Audit Dataset Generation Framework for LLM Unlearning
Weipeng Jiang, Juan Zhai, Shiqing Ma et al.
Importance-Aware Data Selection for Efficient LLM Instruction Tuning
Tingyu Jiang, Shen Li, Yiyao Song et al.
MedS³: Towards Medical Slow Thinking with Self-Evolved Soft Dual-sided Process Supervision
Shuyang Jiang, Yusheng Liao, Zhe Chen et al.
Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation
Shuting Jiang, Ran Song, Yuxin Huang et al.
A Principle-Driven Adaptive Policy for Group Cognitive Stimulation Dialogue for Elderly with Cognitive Impairment
Jiyue Jiang, Yanyu Chen, Pengan Chen et al.
MDF: A Modality-Aware Disentanglement and Fusion Framework for Multimodal Sentiment Analysis
Zhongquan Jian, Wenhan Lv, Yanhao Chen et al.
MEML-GRPO: Heterogeneous Multi-Expert Mutual Learning for RLVR Advancement
Weitao Jia, Jinghui Lu, Haiyang Yu et al.