Most Cited AAAI "conditional score networks" Papers

5,317 papers found • Page 22 of 27

#4201

Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models

Han Cao, Lingwei Wei, Wei Zhou et al.

AAAI 2025paperarXiv:2503.08495
#4202

CSL-L2M: Controllable Song-Level Lyric-to-Melody Generation Based on Conditional Transformer with Fine-Grained Lyric and Musical Controls

Li Chai, Donglin Wang

AAAI 2025paperarXiv:2412.09887
#4203

XCOT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning

Linzheng Chai, Jian Yang, Tao Sun et al.

AAAI 2025paperarXiv:2401.07037
#4204

Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection

Jiaqi Chen, Xiaoye Zhu, Tianyang Liu et al.

AAAI 2025paperarXiv:2412.10432
#4205

Affordances-Oriented Planning Using Foundation Models for Continuous Vision-Language Navigation

Jiaqi Chen, Bingqian Lin, Xinmin Liu et al.

AAAI 2025paperarXiv:2407.05890
#4206

Putting People in LLMs’ Shoes: Generating Better Answers via Question Rewriter

Junhao Chen, Bowen Wang, Zhouqiang Jiang et al.

AAAI 2025paperarXiv:2408.10573
#4207

Towards Efficient Low-Order Hybrid Optimizer for Language Model Fine-Tuning

Minping Chen, You-Liang Huang, Zeyi Wen

AAAI 2025paper
#4208

Exploring Conversational Adaptability: Assessing the Proficiency of Large Language Models in Dynamic Alignment with Updated User Intent

Yu-Chuan Chen, Hen-Hsen Huang

AAAI 2025paper
#4209

Attributive Reasoning for Hallucination Diagnosis of Large Language Models

Yuyan Chen, Zehao Li, Shuangjie You et al.

AAAI 2025paper
#4210

CSSinger: End-to-End Chunkwise Streaming Singing Voice Synthesis System Based on Conditional Variational Autoencoder

Jianwei Cui, Yu Gu, Shihao Chen et al.

AAAI 2025paperarXiv:2412.08918
#4211

Nuance Matters: Probing Epistemic Consistency in Causal Reasoning

Shaobo Cui, Junyou Li, Luca Mouchel et al.

AAAI 2025paperarXiv:2409.00103
#4212

On Effects of Steering Latent Representation for Large Language Model Unlearning

Huu-Tien Dang, Tin Pham, Hoang Thanh-Tung et al.

AAAI 2025paperarXiv:2408.06223
#4213

Are Key-Phrases All That Reviewers Care About? A Comprehensive Benchmarking of Reviewer Matchmaking Systems

Sourish Dasgupta, Harsh Sharma, Devansh Patel et al.

AAAI 2025paper
#4214

SEAS: Self-Evolving Adversarial Safety Optimization for Large Language Models

Muxi Diao, Rumei Li, Shiyang Liu et al.

AAAI 2025paperarXiv:2408.02632
#4215

Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation

Guanting Dong, Xiaoshuai Song, Yutao Zhu et al.

AAAI 2025paper
#4216

Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning

Shihan Dou, Yan Liu, Enyu Zhou et al.

AAAI 2025paper
#4217

Investigating the Security Threat Arising from “Yes-No” Implicit Bias in Large Language Models

Yanrui Du, Sendong Zhao, Ming Ma et al.

AAAI 2025paper
#4218

Enhancing LLMs via High-Knowledge Data Selection

Feiyu Duan, Xuemiao Zhang, Sirui Wang et al.

AAAI 2025paperarXiv:2505.14070
#4219

COMM: Concentrated Margin Maximization for Robust Document-Level Relation Extraction

Zhichao Duan, Tengyu Pan, Zhenyu Li et al.

AAAI 2025paper
#4220

Learning from Mistakes: Self-correct Adversarial Training for Chinese Unnatural Text Correction

Xuan Feng, Tianlong Gu, Xiaoli Liu et al.

AAAI 2025paperarXiv:2412.17279
#4221

Enhancing Elusive Clues in Knowledge Learning by Contrasting Attention of Language Models

Jian Gao, Xiao Zhang, Miao Li et al.

AAAI 2025paperarXiv:2409.17954
#4222

Promoting Knowledge Base Question Answering by Directing LLMs to Generate Task-relevant Logical Forms

Jianqi Gao, Jian Cao, Ranran Bu et al.

AAAI 2025paper
#4223

Multi-Branch Self-Drafting for LLM Inference Acceleration

Zipeng Gao, Qingrong Xia, Tong Xu et al.

AAAI 2025paper
#4224

DEQA: Descriptions Enhanced Question-Answering Framework for Multimodal Aspect-Based Sentiment Analysis

Zhixin Han, Mengting Hu, Yinhao Bai et al.

AAAI 2025paper
#4225

Chain-of-Instructions: Compositional Instruction Tuning on Large Language Models

Shirley Anugrah Hayati, Taehee Jung, Tristan Bodding-Long et al.

AAAI 2025paperarXiv:2402.11532
#4226

COSEE: Consistency-Oriented Signal-Based Early Exiting via Calibrated Sample Weighting Mechanism

Jianing He, Qi Zhang, Hongyun Zhang et al.

AAAI 2025paperarXiv:2412.13236
#4227

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues

Tao He, Lizi Liao, Yixin Cao et al.

AAAI 2025paperarXiv:2412.14584
#4228

Learning from Noisy Labels via Self-Taught On-the-Fly Meta Loss Rescaling

Michael Heck, Christian Geishauser, Nurul Lubis et al.

AAAI 2025paperarXiv:2412.12955
#4229

Vietnamese Words Are Not Constructed from Syllables: Rethinking the Role of Word Segmentation in Natural Language Processing for Vietnamese Texts

Nghia Hieu Nguyen, Dat Tien Nguyen, Ngan Luu-Thuy Nguyen

AAAI 2025paper
#4230

AutoFEA: Enhancing AI Copilot by Integrating Finite Element Analysis Using Large Language Models with Graph Neural Networks

Shifu Hou, Rick Johnson, Ramandeep Makhija et al.

AAAI 2025paper
#4231

Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models

Chenhui Hu, Pengfei Cao, Yubo Chen et al.

AAAI 2025paperarXiv:2408.07413
#4232

Beyond Prompt Engineering: A Reinforced Token-Level Input Refinement for Large Language Models

Guang Huang, Yanan Xiao, Lu Jiang et al.

AAAI 2025paper
#4233

Gradient Weight-normalized Low-rank Projection for Efficient LLM Training

Jia-Hong Huang, Yixian Shen, Hongyi Zhu et al.

AAAI 2025paperarXiv:2412.19616
#4234

Adversity-aware Few-shot Named Entity Recognition via Augmentation Learning

Li Huang, Haowen Liu, Qiang Gao et al.

AAAI 2025paper
#4235

GuideNER: Annotation Guidelines Are Better than Examples for In-Context Named Entity Recognition

Shizhou Huang, Bo Xu, Yang Yu et al.

AAAI 2025paper
#4236

Enhancing Non-English Capabilities of English-Centric Large Language Models Through Deep Supervision Fine-Tuning

Wenshuai Huo, Xiaocheng Feng, Yichong Huang et al.

AAAI 2025paperarXiv:2503.01275
#4237

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula

Sieun Hyeon, Kyudan Jung, Jaehee Won et al.

AAAI 2025paperarXiv:2412.15655
#4238

A Video-grounded Dialogue Dataset and Metric for Event-driven Activities

Wiradee Imrattanatrai, Masaki Asada, Kimihiro Hasegawa et al.

AAAI 2025paperarXiv:2501.18324
#4239

LLM+AL: Bridging Large Language Models and Action Languages for Complex Reasoning About Actions

Adam Ishay, Joohyung Lee

AAAI 2025paperarXiv:2501.00830
#4240

Towards Verifiable Text Generation with Generative Agent

Bin Ji, Huijun Liu, Mingzhe Du et al.

AAAI 2025paper
#4241

Speech Watermarking with Discrete Intermediate Representations

Shengpeng Ji, Ziyue Jiang, Jialong Zuo et al.

AAAI 2025paperarXiv:2412.13917
#4242

Importance Weighting Can Help Large Language Models Self-Improve

Chunyang Jiang, Chi-Min Chan, Wei Xue et al.

AAAI 2025paperarXiv:2408.09849
#4243

SELF-[IN]CORRECT: LLMs Struggle with Discriminating Self-Generated Responses

Dongwei Jiang, Jingyu Zhang, Orion Weller et al.

AAAI 2025paperarXiv:2404.04298
#4244

VERSE: Verification-based Self-Play for Code Instructions

Hao Jiang, Qi Liu, Rui Li et al.

AAAI 2025paper
#4245

Backdoor Token Unlearning: Exposing and Defending Backdoors in Pretrained Language Models

Peihai Jiang, Xixiang Lyu, Yige Li et al.

AAAI 2025paperarXiv:2501.03272
#4246

Template-Driven LLM-Paraphrased Framework for Tabular Math Word Problem Generation

Xiaoqiang Kang, Zimu Wang, Xiaobo Jin et al.

AAAI 2025paperarXiv:2412.15594
#4247

Beyond Single Emotion: Multi-label Approach to Conversational Emotion Recognition

Yujin Kang, Yoon-Sik Cho

AAAI 2025paper
#4248

ScholarGEC: Enhancing Controllability of Large Language Model for Chinese Academic Grammatical Error Correction

Zixiao Kong, Xianquan Wang, Shuanghong Shen et al.

AAAI 2025paper
#4249

Momentum Pseudo-Labeling for Weakly Supervised Phrase Grounding

Dongdong Kuang, Richong Zhang, Zhijie Nie et al.

AAAI 2025paper
#4250

nach0-pc: Multi-task Language Model with Molecular Point Cloud Encoder

Maksim Kuznetsov, Airat Valiev, Alex Aliper et al.

AAAI 2025paperarXiv:2410.09240
#4251

EPT: Efficient Prompt Tuning by Multi-Space Projection and Prompt Fusion

Pengxiang Lan, Enneng Yang, Yuting Liu et al.

AAAI 2025paper
#4252

Multi-Reference Preference Optimization for Large Language Models

Hung Le, Quan Hung Tran, Dung Nguyen et al.

AAAI 2025paperarXiv:2405.16388
#4253

LAMA-UT: Language Agnostic Multilingual ASR Through Orthography Unification and Language-Specific Transliteration

Sangmin Lee, Woojin Chung, Hong-Goo Kang

AAAI 2025paperarXiv:2412.15299
#4254

BLADE: Enhancing Black-Box Large Language Models with Small Domain-Specific Models

Haitao Li, Qingyao Ai, Jia Chen et al.

AAAI 2025paperarXiv:2403.18365
#4255

Enhancing Large Language Model Performance with Gradient-Based Parameter Selection

Haoling Li, Xin Zhang, Xiao Liu et al.

AAAI 2025paperarXiv:2406.15330
#4256

TreeEval: Benchmark-Free Evaluation of Large Language Models through Tree Planning

Xiang Li, Yunshi Lan, Chao Yang

AAAI 2025paperarXiv:2402.13125
#4257

Utterance-level Emotion Recognition in Conversation with Conversation-level Supervision

Ximing Li, Yuanchao Dai, Zhiyao Yang et al.

AAAI 2025paper
#4258

Enhancing Relation Extraction via Supervised Rationale Verification and Feedback

Yongqi Li, Xin Miao, Shen Zhou et al.

AAAI 2025paperarXiv:2412.07289
#4259

Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing

Zhuoran Li, Chunming Hu, Junfan Chen et al.

AAAI 2025paperarXiv:2502.17308
#4260

Cauchy Diffusion: A Heavy-tailed Denoising Diffusion Probabilistic Model for Speech Synthesis

Qi Lian, Yu Qi, Yueming Wang

AAAI 2025paper
#4261

Neural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks

Huanxuan Liao, Shizhu He, Yao Xu et al.

AAAI 2025paperarXiv:2409.13203
#4262

How Do Position Encodings Affect Length Generalization? Case Studies On In-Context Function Learning

Di-Nan Lin, Yao Jui-Feng, Kun-Da Wu et al.

AAAI 2025paper
#4263

Explore What LLM Does Not Know in Complex Question Answering

Xin Lin, Zhenya Huang, Zhiqiang Zhang et al.

AAAI 2025paper
#4264

Recording for Eyes, Not Echoing to Ears: Contextualized Spoken-to-Written Conversion of ASR Transcripts

Jiaqing Liu, Chong Deng, Qinglin Zhang et al.

AAAI 2025paperarXiv:2408.09688
#4265

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech

Rui Liu, Shuwei He, Yifan Hu et al.

AAAI 2025paperarXiv:2412.11409
#4266

VCR: A “Cone of Experience” Driven Synthetic Data Generation Framework for Mathematical Reasoning

Sannyuya Liu, Jintian Feng, Xiaoxuan Shen et al.

AAAI 2025paper
#4267

Can Large Language Models Derive High-Level Cognition from Low-Level and Fragmented Foundational Information?

Yang Liu, Xiaoping Wang, Kai Lu

AAAI 2025paper
#4268

PAT: Pruning-Aware Tuning for Large Language Models

Yijiang Liu, Huanrui Yang, Youxin Chen et al.

AAAI 2025paperarXiv:2408.14721
#4269

Prototypical Replay with Old-class Focusing Knowledge Distillation for Incremental Named Entity Recognition

Zesheng Liu, Qiannan Zhu, Cuiping Li et al.

AAAI 2025paper
#4270

Multi-View Empowered Structural Graph Wordification for Language Models

Zipeng Liu, Likang Wu, Ming He et al.

AAAI 2025paperarXiv:2406.15504
#4271

Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines

Xinwei Long, Zhiyuan Ma, Ermo Hua et al.

AAAI 2025paperarXiv:2502.16641
#4272

DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval

Penghao Lu, Xin Dong, Yuansheng Zhou et al.

AAAI 2025paperarXiv:2502.07219
#4273

BeyondGender: A Multifaceted Bilingual Dataset for Practical Sexism Detection

Xuan Luo, Li Yang, Han Zhang et al.

AAAI 2025paper
#4274

Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models

Jie Ma, Zhitao Gao, Qi Chai et al.

AAAI 2025paperarXiv:2409.03155
#4275

CROSSNEWS: A Cross-Genre Authorship Verification and Attribution Benchmark

Marcus Ma, Duong Minh Le, Junmo Kang et al.

AAAI 2025paper
#4276

3D-RPE: Enhancing Long-Context Modeling Through 3D Rotary Position Encoding

Xindian Ma, Wenyuan Liu, Peng Zhang et al.

AAAI 2025paperarXiv:2406.09897
#4277

What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning

Yiran Ma, Zui Chen, Tianqiao Liu et al.

AAAI 2025paperarXiv:2412.15904
#4278

Automated Creation of Reusable and Diverse Toolsets for Enhancing LLM Reasoning

Zhiyuan Ma, Zhenya Huang, Jiayu Liu et al.

AAAI 2025paper
#4279

Task-Agnostic Language Model Watermarking via High Entropy Passthrough Layers

Vaden Masrani, Mohammad Akbari, David Ming Xuan Yue et al.

AAAI 2025paperarXiv:2412.12563
#4280

Controlling Equational Reasoning in Large Language Models with Prompt Interventions

Jordan Meadows, Marco Valentino, André Freitas

AAAI 2025paperarXiv:2307.09998
#4281

A Compact Model for Mathematics Problem Representations Distilled from BERT

Hao Ming, Xinguo Yu, Xiaotian Cheng et al.

AAAI 2025paper
#4282

Breaking Barriers: A Paradigm Shift in Technology Accessibility for Individuals with Physical Disabilities

Kshitij Mishra, Manisha Burja, Asif Ekbal

AAAI 2025paper
#4283

Evaluating LLM Reasoning in the Operations Research Domain with ORQA

Mahdi Mostajabdaveh, Timothy Tin Long Yu, Samarendra Chandan Bindu Dash et al.

AAAI 2025paperarXiv:2412.17874
#4284

Reasoning over Uncertain Text by Generative Large Language Models

Aliakbar Nafar, Kristen Brent Venable, Parisa Kordjamshidi

AAAI 2025paperarXiv:2402.09614
#4285

Tensorized Attention for Understanding Multi-Object Relationships

Makoto Nakatsuji, Yasuhiro Fujiwara, Atsushi Otsuka et al.

AAAI 2025paper
#4286

Language Models of Code Are Few-Shot Planners and Reasoners for Multi-Document Summarization with Attribution

Abhilash Nandy, Sambaran Bandyopadhyay

AAAI 2025paper
#4287

Drop the Beat! Freestyler for Accompaniment Conditioned Rapping Voice Generation

Ziqian Ning, Shuai Wang, Yuepeng Jiang et al.

AAAI 2025paperarXiv:2408.15474
#4288

Universal Post-Processing Networks for Joint Optimization of Modules in Task-Oriented Dialogue Systems

Atsumoto Ohashi, Ryuichiro Higashinaka

AAAI 2025paperarXiv:2502.00747
#4289

Promising Multi-Granularity Linguistic Steganography by Jointing Syntactic and Lexical Manipulations

Chengfu Ou, Lingyun Xiang, Yangfan Liu

AAAI 2025paper
#4290

Wasserstein Distance Constraint and Parameter Sparsification for Batched and Iterative Knowledge Editing

Shanbao Qiao, Xuebing Liu, Seung-Hoon Na

AAAI 2025paper
#4291

Automatically Generating Numerous Context-Driven SFT Data for LLMs Across Diverse Granularity

Shanghaoran Quan

AAAI 2025paperarXiv:2405.16579
#4292

Interweaving Memories of a Siamese Large Language Model

Xin Song, Zhikai Xue, Guoxiu He et al.

AAAI 2025paperarXiv:2412.17383
#4293

Tradutor: Building a Variety Specific Translation Model

Hugo Sousa, Satya Almasian, Ricardo Campos et al.

AAAI 2025paperarXiv:2502.14385
#4294

VERO: Verification and Zero-Shot Feedback Acquisition for Few-Shot Multimodal Aspect-Level Sentiment Classification

Kai Sun, Hao Wu, Bin Shi et al.

AAAI 2025paper
#4295

Transformer Layers as Painters

Qi Sun, Marc Pickett, Aakash Kumar Nain et al.

AAAI 2025paperarXiv:2407.09298
#4296

ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language

Zhaoyue Sun, Jiazheng Li, Gabriele Pergola et al.

AAAI 2025paperarXiv:2409.05592
#4297

Tuning-Free Accountable Intervention for LLM Deployment – a Metacognitive Approach

Zhen Tan, Jie Peng, Song Wang et al.

AAAI 2025paperarXiv:2403.05636
#4298

Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers

Xinyu Tang, Xiaolei Wang, Wayne Xin Zhao et al.

AAAI 2025paperarXiv:2402.17564
#4299

A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation

Shiyu Tian, Shuyue Xing, Xingrui Li et al.

AAAI 2025paper
#4300

CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification

Yuchen Tian, Weixiang Yan, Qian Yang et al.

AAAI 2025paperarXiv:2405.00253
#4301

A New Formula for Sticker Retrieval: Reply with Stickers in Multi-Modal and Multi-Session Conversation

Bingbing Wang, Yiming Du, Bin Liang et al.

AAAI 2025paper
#4302

RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data

Chenglong Wang, Yang Gan, Yifu Huo et al.

AAAI 2025paperarXiv:2408.12109
#4303

Decoupling Metacognition from Cognition: A Framework for Quantifying Metacognitive Ability in LLMs

Guoqing Wang, Wen Wu, Guangze Ye et al.

AAAI 2025paper
#4304

STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling

Jieyi Wang, Yue Huang, Zeming Liu et al.

AAAI 2025paperarXiv:2412.16674
#4305

SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models

Linqin Wang, Yaping Liu, Zhengtao Yu et al.

AAAI 2025paperarXiv:2501.00018
#4306

McHirc: A Multimodal Benchmark for Chinese Idiom Reading Comprehension

Tongguan Wang, Mingmin Wu, Guixin Su et al.

AAAI 2025paper
#4307

Exploring Activation Patterns of Parameters in Language Models

Yudong Wang, Damai Dai, Zhe Yang et al.

AAAI 2025paperarXiv:2405.17799
#4308

Friends-MMC: A Dataset for Multi-modal Multi-party Conversation Understanding

Yueqian Wang, Xiaojun Meng, Yuxuan Wang et al.

AAAI 2025paperarXiv:2412.17295
#4309

RETQA: A Large-Scale Open-Domain Tabular Question Answering Dataset for Real Estate Sector

Zhensheng Wang, Wenmian Yang, Kun Zhou et al.

AAAI 2025paperarXiv:2412.10104
#4310

STLC-KG:A Social Text Steganalysis Method Combining Large-Scale Language Models and Common-Sense Knowledge Graphs

Zhuang Wang, Linna Zhou, Xuekai Chen et al.

AAAI 2025paper
#4311

Is There No Such Thing as a Bad Question? H4R: HalluciBot for Ratiocination, Rewriting, Ranking, and Routing

William Watson, Nicole Cho, Nishan Srishankar

AAAI 2025paperarXiv:2404.12535
#4312

Content-free Logical Modification of Large Language Model by Disentangling and Modifying Logic Representation

Xin Wu, Yuqi Bu, Yifei Chen et al.

AAAI 2025paper
#4313

Enhancing Audiovisual Speech Recognition Through Bifocal Preference Optimization

Yihan Wu, Yichen Lu, Yifan Peng et al.

AAAI 2025paperarXiv:2412.19005
#4314

Improving Retrieval Augmented Language Model with Self-Reasoning

Yuan Xia, Jingbo Zhou, Zhenhui Shi et al.

AAAI 2025paperarXiv:2407.19813
#4315

Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback

Wenyi Xiao, Ziwei Huang, Leilei Gan et al.

AAAI 2025paperarXiv:2404.14233
#4316

Explicitly Guided Difficulty-Controllable Visual Question Generation

Jiayuan Xie, Mengqiu Cheng, Xinting Zhang et al.

AAAI 2025paper
#4317

DSGram: Dynamic Weighting Sub-Metrics for Grammatical Error Correction in the Era of Large Language Models

Jinxiang Xie, Yilin Li, Xunjian Yin et al.

AAAI 2025paperarXiv:2412.12832
#4318

S^3cMath: Spontaneous Step-Level Self-Correction Makes Large Language Models Better Mathematical Reasoners

Yuchen Yan, Jin Jiang, Yang Liu et al.

AAAI 2025paperarXiv:2409.01524
#4319

SongEditor: Adapting Zero-Shot Song Generation Language Model as a Multi-Task Editor

Chenyu Yang, Shuai Wang, Hangting Chen et al.

AAAI 2025paperarXiv:2412.13786
#4320

Fine-Tuning Language Models with Collaborative and Semantic Experts

Jiaxi Yang, Binyuan Hui, Min Yang et al.

AAAI 2025paper
#4321

RAZOR: Sharpening Knowledge by Cutting Bias with Unsupervised Text Rewriting

Shuo Yang, Bardh Prenkaj, Gjergji Kasneci

AAAI 2025paperarXiv:2412.07675
#4322

ReFF: Reinforcing Format Faithfulness in Language Models Across Varied Tasks

Jiashu Yao, Heyan Huang, Zeming Liu et al.

AAAI 2025paperarXiv:2412.09173
#4323

EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction

Jingheng Ye, Shang Qin, Yinghui Li et al.

AAAI 2025paperarXiv:2407.00924
#4324

MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents

Congchi Yin, Feng Li, Shu Zhang et al.

AAAI 2025paperarXiv:2408.12142
#4325

Heuristic-free Knowledge Distillation for Streaming ASR via Multi-modal Training

Ji Won Yoon

AAAI 2025paper
#4326

Training with “Paraphrasing the Original Text” Teaches LLM to Better Retrieve in Long-Context Tasks

Yijiong Yu, Yongfeng Huang, Zhixiao Qi et al.

AAAI 2025paperarXiv:2312.11193
#4327

DMT-RoleBench: A Dynamic Multi-Turn Dialogue Based Benchmark for Role-Playing Evaluation of Large Language Model and Agent

Dingbo Yuan, Yipeng Chen, Guodong Liu et al.

AAAI 2025paper
#4328

CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL Translation

Hongwei Yuan, Xiu Tang, Ke Chen et al.

AAAI 2025paper
#4329

Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks

Shengbin Yue, Siyuan Wang, Wei Chen et al.

AAAI 2025paperarXiv:2407.09893
#4330

QJL: 1-Bit Quantized JL Transform for KV Cache Quantization with Zero Overhead

Amir Zandieh, Majid Daliri, Insu Han

AAAI 2025paperarXiv:2406.03482
#4331

Self-Supervised Collaborative Information Bottleneck for Text Readability Assessment

Jinshan Zeng, Xianglong Yu, Xianchao Tong et al.

AAAI 2025paper
#4332

CSR:Achieving 1 Bit Key-Value Cache via Sparse Representation

Hongxuan Zhang, Yao Zhao, Jiaqi Zheng et al.

AAAI 2025paper
#4333

SAIL: Sample-Centric In-Context Learning for Document Information Extraction

Jinyu Zhang, Zhiyuan You, Jize Wang et al.

AAAI 2025paperarXiv:2412.17092
#4334

Quantum-inspired Non-homologous Representation Constraint Mechanism for Long-tail Senses of Word Sense Disambiguation

Junwei Zhang, Xiaolin Li

AAAI 2025paper
#4335

Look Before You Leap: Enhance Attention and Vigilance Regarding Harmful Content with GuidelineLLM

Shaoqing Zhang, Zhuosheng Zhang, Kehai Chen et al.

AAAI 2025paperarXiv:2412.10423
#4336

Code-switching Mediated Sentence-level Semantic Learning

Shuai Zhang, Jiangyan Yi, Zhengqi Wen et al.

AAAI 2025paper
#4337

TrustUQA: A Trustful Framework for Unified Structured Data Question Answering

Wen Zhang, Long Jin, Yushan Zhu et al.

AAAI 2025paperarXiv:2406.18916
#4338

Capability Instruction Tuning

Yi-Kai Zhang, De-Chuan Zhan, Han-Jia Ye

AAAI 2025paper
#4339

Multi-Attribute Multi-Grained Adaptation of Pre-Trained Language Models for Text Understanding from Bayesian Perspective

You Zhang, Jin Wang, Liang-Chih Yu et al.

AAAI 2025paperarXiv:2503.06085
#4340

Encoder of Thoughts: Enhancing Planning Ability in Language Agents Through Structural Embedding

Yuxiang Zhang, Jitao Sang

AAAI 2025paper
#4341

Prototype-Guided Multimodal Relation Extraction based on Entity Attributes

Zefan Zhang, Weiqi Zhang, Yanhui Li et al.

AAAI 2025paper
#4342

Mixture of Knowledge Minigraph Agents for Literature Review Generation

Zhi Zhang, Yan Liu, Sheng-hua Zhong et al.

AAAI 2025paperarXiv:2411.06159
#4343

DiveR-CT: Diversity-enhanced Red Teaming Large Language Model Assistants with Relaxing Constraints

Andrew Zhao, Quentin Xu, Matthieu Lin et al.

AAAI 2025paperarXiv:2405.19026
#4344

Beyond IID: Optimizing Instruction Finetuning from the Perspective of Instruction Interaction and Dependency

Hanyu Zhao, Li Du, Yiming Ju et al.

AAAI 2025paper
#4345

CareBot: A Pioneering Full-Process Open-Source Medical Language Model

Lulu Zhao, Weihao Zeng, Xiaofeng Shi et al.

AAAI 2025paperarXiv:2412.15236
#4346

MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning

Liwen Zheng, Chaozhuo Li, Litian Zhang et al.

AAAI 2025paper
#4347

Hierarchical Divide-and-Conquer for Fine-Grained Alignment in LLM-Based Medical Evaluation

Shunfan Zheng, Xiechi Zhang, Gerard de Melo et al.

AAAI 2025paperarXiv:2501.06741
#4348

MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing

Hao Zhou, Zhijun Wang, Shujian Huang et al.

AAAI 2025paperarXiv:2408.11396
#4349

CharacterBench: Benchmarking Character Customization of Large Language Models

Jinfeng Zhou, Yongkang Huang, Bosi Wen et al.

AAAI 2025paperarXiv:2412.11912
#4350

Editing Memories Through Few Targeted Neurons

Wei Zhou, Wei Wei, Guibang Cao et al.

AAAI 2025paper
#4351

RaDIO: Real-Time Hallucination Detection with Contextual Index Optimized Query Formulation for Dynamic Retrieval Augmented Generation

Jia Zhu, Hanghui Guo, Weijie Shi et al.

AAAI 2025paper
#4352

EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents

Mengna Zhu, Kaisheng Zeng, Mao Wang et al.

AAAI 2025paperarXiv:2412.11814
#4353

DOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation

Qiming Zhu, Jialun Cao, Yaojie Lu et al.

AAAI 2025paperarXiv:2408.13204
#4354

TNCSE: Tensor Norm Constraints for Unsupervised Contrastive Learning of Sentence Embeddings

Tianyu Zong, Bingkang Shi, Hongzhu Yi et al.

AAAI 2025paperarXiv:2503.12739
#4355

Quantitative Predictive Monitoring and Control for Safe Human-Machine Interaction

Shuyang Dong, Meiyi Ma, Josephine Lamp et al.

AAAI 2025paperarXiv:2412.13365
#4356

The Unreasonable Effectiveness of Open Science in AI: A Replication Study

Odd Erik Gundersen, Odd Cappelen, Martin Mølnå et al.

AAAI 2025paperarXiv:2412.17859
#4357

Watch Out for Your Guidance on Generation! Exploring Conditional Backdoor Attacks against Large Language Models

Jiaming He, Wenbo Jiang, Guanyu Hou et al.

AAAI 2025paperarXiv:2404.14795
#4358

SongSong: A Time Phonograph for Chinese SongCi Music from Thousand of Years Away

Jiliang Hu, Jiajia Li, Ziyi Pan et al.

AAAI 2025paper
#4359

Fair Text-to-Image Diffusion via Fair Mapping

Jia Li, Lijie Hu, Jingfeng Zhang et al.

AAAI 2025paperarXiv:2311.17695
#4360

ScreenMark: Watermarking Arbitrary Visual Content on Screen

Xiujian Liang, Gaozhi Liu, Yichao Si et al.

AAAI 2025paperarXiv:2409.03487
#4361

Evaluating Image Hallucination in Text-to-Image Generation with Question-Answering

Youngsun Lim, Hojun Choi, Hyunjung Shim

AAAI 2025paperarXiv:2409.12784
#4362

Mjölnir: Breaking the Shield of Perturbation-Protected Gradients via Adaptive Diffusion

Xuan Liu, Siqi Cai, Qihua Zhou et al.

AAAI 2025paper
#4363

Fairness-Accuracy Trade-Offs: A Causal Perspective

Drago Plecko, Elias Bareinboim

AAAI 2025paperarXiv:2405.15443
#4364

Provably Secure Image Robust Steganography via Cross-modal Error Correction

Yuang Qi, Kejiang Chen, Na Zhao et al.

AAAI 2025paper
#4365

FROC: Building Fair ROC from a Trained Classifier

Avyukta Manjunatha Vummintala, Shantanu Das, Sujit Gujar

AAAI 2025paperarXiv:2412.14724
#4366

FairTP: A Prolonged Fairness Framework for Traffic Prediction

Jiangnan Xia, Yu Yang, Jiaxing Shen et al.

AAAI 2025paperarXiv:2412.16214
#4367

RUNA: Object-Level Out-of-Distribution Detection via Regional Uncertainty Alignment of Multimodal Representations

Bin Zhang, Jinggang Chen, Xiaoyang Qu et al.

AAAI 2025paperarXiv:2503.22285
#4368

Privacy-and-Utility-Aware Publishing of Schedules

Maike Basmer, Stephan A. Fahrenkrog-Petersen, Ali Kaan Tutak et al.

AAAI 2025paper
#4369

Efficient Fault-Tolerant Search by Fast Indexing of Subnetworks

Davide Bilò, Keerti Choudhary, Sarel Cohen et al.

AAAI 2025paperarXiv:2412.17776
#4370

Temporal Numeric Planning with Patterns

Matteo Cardellini, Enrico Giunchiglia

AAAI 2025paperarXiv:2412.09101
#4371

Approximating Optimal Labelings for Temporal Connectivity

Daniele Carnevale, Gianlorenzo D'Angelo, Martin Olsen

AAAI 2025paperarXiv:2504.16837
#4372

How Many Lines to Paint the City: Exact Edge-Cover in Temporal Graphs

Argyrios Deligkas, Michelle Döring, Eduard Eiben et al.

AAAI 2025paperarXiv:2408.17107
#4373

Multi Agent Reinforcement Learning for Sequential Satellite Assignment Problems

Joshua Holder, Natasha Jaques, Mehran Mesbahi

AAAI 2025paperarXiv:2412.15573
#4374

State Encodings for GNN-Based Lifted Planners

Rostislav Horčik, Gustav Šír, Vítězslav Šimek et al.

AAAI 2025paper
#4375

Proactive and Reactive Constraint Programming for Stochastic Project Scheduling with Maximal Time-Lags

Kim van den Houten, Léon Planken, Esteban Freydell et al.

AAAI 2025paperarXiv:2409.09107
#4376

Multiple Mean-Payoff Optimization Under Local Stability Constraints

David Klaška, Antonín Kučera, Vojtěch Kůr et al.

AAAI 2025paperarXiv:2412.13369
#4377

ACPBench: Reasoning About Action, Change, and Planning

Harsha Kokel, Michael Katz, Kavitha Srinivas et al.

AAAI 2025paperarXiv:2410.05669
#4378

Automatic Selection of Macro-Events for Heuristic-Search Temporal Planning

Alessandro La Farciola, Alessandro Valentini, Andrea Micheli

AAAI 2025paper
#4379

Told You That Will Not Work: Optimal Corrections to Planning Domains Using Counter-Example Plans

Songtuan Lin, Alban Grastien, Rahul Shome et al.

AAAI 2025paper
#4380

WEPO: Web Element Preference Optimization for LLM-based Web Navigation

Jiarun Liu, Jia Hao, Chunhong Zhang et al.

AAAI 2025paperarXiv:2412.10742
#4381

ModelDiff: Symbolic Dynamic Programming for Model-Aware Policy Transfer in Deep Q-Learning

Xiaotian Liu, Jihwan Jeong, Ayal Taitler et al.

AAAI 2025paper
#4382

Counterfactual Online Learning for Open-Loop Monte-Carlo Planning

Thomy Phan, Shao-Hung Chan, Sven Koenig

AAAI 2025paper
#4383

Parallel Greedy Best-First Search with a Bound on Expansions Relative to Sequential Search

Takumi Shimoda, Alex Fukunaga

AAAI 2025paperarXiv:2412.12221
#4384

Counting and Reasoning with Plans

David Speck, Markus Hecher, Daniel Gnad et al.

AAAI 2025paperarXiv:2502.00145
#4385

Inapproximability of Optimal Multi-Agent Pathfinding Problems

Xing Tan, Alban Grastien

AAAI 2025paper
#4386

Temporal Task and Motion Planning with Metric Time for Multiple Object Navigation

Elisa Tosello, Alessandro Valentini, Andrea Micheli

AAAI 2025paper
#4387

Augmenting Online Algorithms for Knapsack Problem with Total Weight Information

Binghan Wu, Wei Bao, Bing Bing Zhou

AAAI 2025paper
#4388

Improved Approximation Algorithms for Clustered TSP and Subgroup Planning

Jingyang Zhao, Mingyu Xiao, Junqiang Peng et al.

AAAI 2025paper
#4389

A Matching-Based Algorithm for the Traveling Tournament Problem

Jingyang Zhao, Mingyu Xiao

AAAI 2025paper
#4390

Formal Quality Measures for Predictors in Markov Decision Processes

Christel Baier, Sascha Klüppelholz, Jakob Piribauer et al.

AAAI 2025paperarXiv:2412.11754
#4391

ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized Experiments

Taehun Cha, Donghun Lee

AAAI 2025paperarXiv:2412.11104
#4392

Toward Falsifying Causal Graphs Using a Permutation-Based Test

Elias Eulig, Atalanti A. Mastakouri, Patrick Blöbaum et al.

AAAI 2025paperarXiv:2305.09565
#4393

Identifying Macro Conditional Independencies and Macro Total Effects in Summary Causal Graphs with Latent Confounding

Simon Ferreira, Charles K. Assaad

AAAI 2025paperarXiv:2407.07934
#4394

Mitigating Pervasive Modality Absence Through Multimodal Generalization and Refinement

Wuliang Huang, Yiqiang Chen, Xinlong Jiang et al.

AAAI 2025paper
#4395

Mediation Analysis for Probabilities of Causation

Yuta Kawakami, Jin Tian

AAAI 2025paperarXiv:2412.14491
#4396

Flow Factorization for Efficient Generative Flow Networks

Jiashun Liu, Chunhui Li, Cheng-Hao Liu et al.

AAAI 2025paper
#4397

PCM Selector: Penalized Covariate-Mediator Selection Operator for Evaluating Linear Causal Effects

Hisayoshi Nanmo, Manabu Kuroki

AAAI 2025paperarXiv:2412.18180
#4398

Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations

Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou

AAAI 2025paper
#4399

Resource Constrained Pathfinding with Enhanced Bidirectional A* Search

Saman Ahmadi, Andrea Raith, Guido Tack et al.

AAAI 2025paperarXiv:2412.13888
#4400

Scenario-Based Robust Optimization of Tree Structures

Spyros Angelopoulos, Christoph Dürr, Alex Elenter et al.

AAAI 2025paperarXiv:2408.11422