Papers
CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization
Jing Ye, Rui Wang, Yuchuan Wu et al.
On Domain-Adaptive Post-Training for Multimodal Large Language Models
Daixuan Cheng, Shaohan Huang, Ziyu Zhu et al.
DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs
Xinyi Wang, Yiping Song, Chang Liu et al.
TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use
Junjie Ye, Yilong Wu, Sixian Li et al.
InsBank: Evolving Instruction Subset for Ongoing Alignment
Jiayi Shi, Yiwei Li, Shaoxiong Feng et al.
Versatile Framework for Song Generation with Prompt-based Control
Yu Zhang, Wenxiang Guo, Changhao Pan et al.
LLMsPark: A Benchmark for Evaluating Large Language Models in Strategic Gaming Contexts
Junhao Chen, Jingbo Sun, Xiang Li et al.
ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning
Rui Lv, Qi Liu, Weibo Gao et al.
How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code
Seonghyeon Lee, HeeJae Chon, Joonwon Jang et al.
Multi-Surrogate-Objective Optimization for Neural Topic Models
Tue Le, Hoang Tran Vuong, Tung Nguyen et al.
Exploring Hyperbolic Hierarchical Structure for Multimodal Rumor Detection
Md Mahbubur Rahman, Shufeng Hao, Chongyang Shi et al.
Structural Patent Classification Using Label Hierarchy Optimization
Mengting Gui, Shufeng Hao, Chongyang Shi et al.
Toward Optimal LLM Alignments Using Two-Player Games
Rui Zheng, Hongyi Guo, Zhihan Liu et al.
Can Large Language Models Personalize Dialogues to Generational Styles?
Pier Felice Balestrucci, Ondrej Dusek, Luca Anselma et al.
Boundary Matters: Leveraging Structured Text Plots for Long Text Outline Generation
Yuanchi Ma, Jiamou Liu, Hui He et al.
Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions
Chenming Tang, Zhixiang Wang, Hao Sun et al.
Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification
Takuma Udagawa, Yang Zhao, Hiroshi Kanayama et al.
Automating Alternative Generation in Decision-Making
Yevhen Kostiuk, Clara Seyfried, Chris Reed
Continual Learning of Large Language Models
Tongtong Wu, Trang Vu, Linhao Luo et al.
Neuro-Symbolic Natural Language Processing
André Freitas, Marco Valentino, Danilo Silva de Carvalho
Data and Model Centric Approaches for Expansion of Large Language Models to New languages
Anoop Kunchukuttan, Raj Dabre, Rudra Murthy et al.
NLP+Code: Code Intelligence in Language Models
Terry Yue Zhuo, Qian Liu, Zijian Wang et al.
Spoken Conversational Agents with Large Language Models
Huck Yang, Andreas Stolcke, Larry P. Heck
Advancing Language Models through Instruction Tuning: Recent Progress and Challenges
Zhihan Zhang, Renze Lou, Fangkai Jiao et al.
Efficient Inference for Large Language Models –Algorithm, Model, and System
Xuefei Ning, Guohao Dai, Haoli Bai et al.