Papers
LLMs syntactically adapt their language use to their conversational partner
Florian Kandra, Vera Demberg, Alexander Koller
LLMs Trust Humans More, That’s a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation
Yuxuan Li, Xinwei Guo, Jiashi Gao et al.
LLM-Symbolic Integration for Robust Temporal Tabular Reasoning
Atharv Kulkarni, Kushagra Dixit, Vivek Srikumar et al.
LLMTaxo: Leveraging Large Language Models for Constructing Taxonomy of Factual Claims from Social Media
Haiqi Zhang, Zhengyuan Zhu, Zeyu Zhang et al.
LLMVoX: Autoregressive Streaming Text-to-Speech Model for Any LLM
Sambal Shikhar, Mohammed Irfan Kurpath, Sahal Shaji Mullappilly et al.
LocAgent: Graph-Guided LLM Agents for Code Localization
Zhaoling Chen, Robert Tang, Gangda Deng et al.
Localizing and Mitigating Errors in Long-form Question Answering
Rachneet Singh Sachdeva, Yixiao Song, Mohit Iyyer et al.
Local Look-Ahead Guidance via Verifier-in-the-Loop for Automated Theorem Proving
Sara Rajaee, Kumar Pratik, Gabriele Cesa et al.
Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models
Suhang Wu, Jialong Tang, Chengyi Yang et al.
LoFTI: Localization and Factuality Transfer to Indian Locales
Sona Elza Simon, Soumen Kumar Mondal, Abhishek Singhania et al.
Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries
Ganlin Xu, Zhoujia Zhang, Wangyi Mei et al.
Logical DA: Enhancing Data Augmentation for Logical Reasoning via a Multi-Agent System
Haoqi Zheng, Dong Wang, Silin Yang et al.
Logical forms complement probability in understanding language model (and human) performance
Yixuan Wang, Freda Shi
LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models
Jiayi Gui, Yiming Liu, Jiale Cheng et al.
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning
Jin Jiang, Yuchen Yan, Yang Liu et al.
LogicQA: Logical Anomaly Detection with Vision Language Model Generated Questions
Yejin Kwon, Daeun Moon, Youngje Oh et al.
Logic-Regularized Verifier Elicits Reasoning from LLMs
Xinyu Wang, Changzhi Sun, Lian Cheng et al.
LoGU: Long-form Generation with Uncertainty Expressions
Ruihan Yang, Caiqi Zhang, Zhisong Zhang et al.
LongAttn: Selecting Long-context Training Data via Token-level Attention
Longyun Wu, Dawei Zhu, Guangxiang Zhao et al.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Yushi Bai, Shangqing Tu, Jiajie Zhang et al.
LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-Context QA
Jiajie Zhang, Yushi Bai, Xin Lv et al.
LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating
Chao Deng, Jiale Yuan, Pi Bu et al.
LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information
Bowen Ping, Jiali Zeng, Fandong Meng et al.
LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data
Cehao Yang, Xueyuan Lin, Chengjin Xu et al.
Long-form Hallucination Detection with Self-elicitation
Zihang Liu, Jiawei Guo, Hao Zhang et al.