Papers
Intelligent Predictive Maintenance RAG framework for Power Plants: Enhancing QA with StyleDFS and Domain Specific Instruction Tuning
Seongtae Hong, Joong Min Shin, Jaehyung Seo et al.
Intended Target Identification for Anomia Patients with Gradient-based Selective Augmentation
Jongho Kim, Romain Storaï, Seung-won Hwang
Intent Detection in the Age of LLMs
Gaurav Arora, Shreya Jain, Srujana Merugu
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce
Wenxuan Ding, Weiqi Wang, Sze Heng Douglas Kwok et al.
InterIntent: Investigating Social Intelligence of LLMs via Intention Understanding in an Interactive Game Context
Ziyi Liu, Abhishek Anand, Pei Zhou et al.
Intermediate Layer Distillation with the Reused Teacher Classifier: A Study on the Importance of the Classifier of Attention-based Models
Hang Zhang, Seyyed Hasan Mozafari, James J. Clark et al.
InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States
Mohammad Beigi, Ying Shen, Runing Yang et al.
Interpretability-based Tailored Knowledge Editing in Transformers
Yihuai Hong, Aldo Lipani
Interpretable Composition Attribution Enhancement for Visio-linguistic Compositional Understanding
Wei Li, Zhen Huang, Xinmei Tian et al.
Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts
Haoxiang Wang, Wei Xiong, Tengyang Xie et al.
Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis
Zeping Yu, Sophia Ananiadou
Interpreting Context Look-ups in Transformers: Investigating Attention-MLP Interactions
Clement Neo, Shay B Cohen, Fazl Barez
Intersecting Register and Genre: Understanding the Contents of Web-Crawled Corpora
Amanda Myntti, Liina Repo, Elian Freyermuth et al.
Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding
YeonJoon Jung, Jaeseong Lee, Seungtaek Choi et al.
Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations
Yucheng Jiang, Yijia Shao, Dekun Ma et al.
Intrinsic Self-correction for Enhanced Morality: An Analysis of Internal Mechanisms and the Superficial Hypothesis
Guangliang Liu, Haitao Mao, Jiliang Tang et al.
Introducing Compiler Semantics into Large Language Models as Programming Language Translators: A Case Study of C to x86 Assembly
Shuoming Zhang, Jiacheng Zhao, Chunwei Xia et al.
Introducing Spatial Information and a Novel Evaluation Scheme for Open-Domain Live Commentary Generation
Erica K. Shimomoto, Edison Marrese-Taylor, Ichiro Kobayashi et al.
Introducing the NewsPaLM MBR and QE Dataset: LLM-Generated High-Quality Parallel Data Outperforms Traditional Web-Crawled Data
Mara Finkelstein, David Vilar, Markus Freitag
Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data
Han Xia, Songyang Gao, Qiming Ge et al.
Investigating Ableism in LLMs through Multi-turn Conversation
Guojun Wu, Sarah Ebling
Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models
Yufang Liu, Tao Ji, Changzhi Sun et al.
Investigating Expert-in-the-Loop LLM Discourse Patterns for Ancient Intertextual Analysis
Ray Umphrey, Jesse Roberts, Lindsey Roberts
Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain Setups
Răzvan-Alexandru Smădu, David-Gabriel Ion, Dumitru-Clementin Cercel et al.