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• Label Confusion Learning to Enhance Text Classification Models

  Biyang Guo, Songqiao Han, Xiao Han, Hailiang Huang, Ting Lu

  12929-12936

  2021-05-18

• Controlling Equational Reasoning in Large Language Models with Prompt Interventions

  Jordan Meadows, Marco Valentino, André Freitas

  24858-24866

  2025-04-11

• ResAdapter: Domain Consistent Resolution Adapter for Diffusion Models

  Jiaxiang Cheng, Pan Xie, Xin Xia, Jiashi Li, Jie Wu, Yuxi Ren, Huixia Li, Xuefeng Xiao, Shilei Wen, Lean Fu

  2438-2446

  2025-04-11

• RouterRetriever: Routing over a Mixture of Expert Embedding Models

  Hyunji Lee, Luca Soldaini, Arman Cohan, Minjoon Seo, Kyle Lo

  11995-12003

  2025-04-11

• MovieGraph-ToM: Evaluating Long-Range Theory of Mind in Large Language Models via Implicit Social-Causal Graphs

  Tingjiang Wei, Qin Ni, Rong Gao, Yingying Wang, Liang He

  33827-33835

  2026-03-14

• Evaluating Commonsense in Pre-Trained Language Models

  Xuhui Zhou, Yue Zhang, Leyang Cui, Dandan Huang

  9733-9740

  2020-04-03

• Large Language Models Struggle with Unreasonability in Math Problems

  Jingyuan Ma, Damai Dai, Zihang Yuan, Rui Li, Weilin Luo, Bin Wang, Qun Liu, Lei Sha, Zhifang Sui

  32428-32436

  2026-03-14

• Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks

  Ximing Wen

  29307-29308

  2025-04-11

• Language-Models-as-a-Service: Overview of a New Paradigm and its Challenges

  Emanuele La Malfa, Aleksandar Petrov, Simon Frieder, Christoph Weinhuber, Ryan Burnell, Raza Nazar, Anthony Cohn, Nigel Shadbolt, Michael Wooldridge

  28742-28742

  2025-04-11

• SIDE: Surrogate Conditional Data Extraction from Diffusion Models

  Yunhao Chen, Shujie Wang, Difan Zou, Xingjun Ma

  128-136

  2026-03-14

• Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models

  Wangchunshu Zhou, Ke Xu

  9717-9724

  2020-04-03

• Probing Natural Language Inference Models through Semantic Fragments

  Kyle Richardson, Hai Hu, Lawrence Moss, Ashish Sabharwal

  8713-8721

  2020-04-03

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

  Chenhui Hu, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao

  24086-24094

  2025-04-11

• Toward Causal Foundation World Models: From Representation to Decision-Making

  Mengyue Yang

  39841-39841

  2026-03-14

• On the Transferability of Pre-trained Language Models: A Study from Artificial Datasets

  Cheng-Han Chiang, Hung-yi Lee

  10518-10525

  2022-06-28

• Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis

  Liat Ein-Dor, Ilya Shnayderman, Artem Spector, Lena Dankin, Ranit Aharonov, Noam Slonim

  10608-10617

  2022-06-28

• Concepts from Representations: Post-hoc Concept Bottleneck Models via Sparse Decomposition of Visual Representations

  Shizhan Gong, Xiaofan Zhang, Qi Dou

  4275-4283

  2026-03-14

• Contextual Parameter Generation for Knowledge Graph Link Prediction

  George Stoica, Otilia Stretcu, Emmanouil Antonios Platanios, Tom Mitchell, Barnabás Póczos

  3000-3008

  2020-04-03

• Learning Word Vectors Efficiently Using Shared Representations and Document Representations

  Qun Luo, Weiran Xu

  2015-03-04

• NODiff: Neural Operator Diffusion for Multispectral Image Fusion

  Junming Hou, Ran Ran, Sixing Chen, Zihao Chen, Xiaofeng Cong, Junling Li, Liang-Jian Deng

  4753-4761

  2026-03-14

• FanoutNet: A Neuralized PCB Fanout Automation Method Using Deep Reinforcement Learning

  Haiyun Li, Jixin Zhang, Ning Xu, Mingyu Liu

  8554-8561

  2023-06-26

• EffConv: Efficient Learning of Kernel Sizes for Convolution Layers of CNNs

  Alireza Ganjdanesh, Shangqian Gao, Heng Huang

  7604-7612

  2023-06-26

• Memory-Efficient Reversible Spiking Neural Networks

  Hong Zhang, Yu Zhang

  16759-16767

  2024-03-24

• SepPrune: Structured Pruning for Efficient Deep Speech Separation

  Yuqi Li, Kai Li, Xin Yin, Zhifei Yang, Zeyu Dong, Zhengtao Yao, Haoyan Xu, Yingli Tian, Yao Lu

  31861-31869

  2026-03-14

• Similarity Preserving Deep Asymmetric Quantization for Image Retrieval

  Junjie Chen, William K. Cheung

  8183-8190

  2019-07-17