Papers
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts
Yuho Lee, Jiaqi Deng, Nicole Hee-Yeon Kim et al.
Towards AI-Assisted Psychotherapy: Emotion-Guided Generative Interventions
Kilichbek Haydarov, Youssef Mohamed, Emilio Goldenhersch et al.
Towards an Automated Framework to Audit Youth Safety on TikTok
Linda Xue, Francesco Corso, Nicolo Fontana et al.
Towards a Perspectivist Understanding of Irony through Rhetorical Figures
Pier Felice Balestrucci, Michael Oliverio, Elisa Chierchiello et al.
Towards a Unified Paradigm of Concept Editing in Large Language Models
Zhuowen Han, Xinwei Wu, Dan Shi et al.
Towards Author-informed NLP: Mind the Social Bias
Inbar Pendzel, Einat Minkov
Towards Automated Error Discovery: A Study in Conversational AI
Dominic Petrak, Thy Thy Tran, Iryna Gurevych
Towards Controllable Speech Synthesis in the Era of Large Language Models: A Systematic Survey
Tianxin Xie, Yan Rong, Pengfei Zhang et al.
Towards Efficient CoT Distillation: Self-Guided Rationale Selector for Better Performance with Fewer Rationales
JianZhi Yan, Le Liu, Youcheng Pan et al.
Towards Efficient FinBERT via Quantization and Coreset for Financial Sentiment Analysis
Avinash Kumar Sharma, Aisha Hamad Hassan, Tushar Shinde
Towards Enforcing Company Policy Adherence in Agentic Workflows
Naama Zwerdling, David Boaz, Ella Rabinovich et al.
Towards Evaluation of Language Models with Skill Dimensions: A Case Study on Narrative Question Answering
Emil Kalbaliyev, Kairit Sirts
Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction
Wenxuan Liu, Zixuan Li, Long Bai et al.
Towards Faithful Natural Language Explanations: A Study Using Activation Patching in Large Language Models
Wei Jie Yeo, Ranjan Satapathy, Erik Cambria
Towards General-Domain Word Sense Disambiguation: Distilling Large Language Model into Compact Disambiguator
Liqiang Ming, Sheng-hua Zhong, Yuncong Li
Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey
Chih-Kai Yang, Neo S. Ho, Hung-yi Lee
Towards Infinite-Long Prefix in Transformer
Yingyu Liang, Zhenmei Shi, Zhao Song et al.
Towards Language-Agnostic STIPA: Universal Phonetic Transcription to Support Language Documentation at Scale
Jacob Lee Suchardt, Hana El-Shazli, Pierluigi Cassotti
Towards Low-Resource Alignment to Diverse Perspectives with Sparse Feedback
Chu Fei Luo, Samuel Dahan, Xiaodan Zhu
Towards More Efficient Post-training via Fourier Domain Adapter Framework
Yijia Fan, Jusheng Zhang, Keze Wang
Towards Multi-Document Question Answering in Scientific Literature: Pipeline, Dataset, and Evaluation
Hui Huang, Julien Velcin, Yacine Kessaci
Towards Open-Ended Discovery for Low-Resource NLP
Bonaventure F. P. Dossou, Henri Aïdasso
Towards Optimal Evaluation Efficiency for Large Language Models
Guohong Li, Deyi Xiong
Towards Personalized Conversational Sales Agents: Contextual User Profiling for Strategic Action
Tongyoung Kim, Jeongeun Lee, SooJin Yoon et al.
Towards Reliable Retrieval in RAG Systems for Large Legal Datasets
Markus Reuter, Tobias Lingenberg, Ruta Liepina et al.