Papers
From Language to Pixels: Task Recognition and Task Learning in LLMs
Janek Falkenstein, Carolin M. Schuster, Alexander H. Berger et al.
From LLMs to MLLMs: Exploring the Landscape of Multimodal Jailbreaking
Siyuan Wang, Zhuohan Long, Zhihao Fan et al.
From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models
Mehar Bhatia, Sahithya Ravi, Aditya Chinchure et al.
From N-grams to Pre-trained Multilingual Models For Language Identification
Thapelo Andrew Sindane, Vukosi Marivate
From Pixels to Personas: Investigating and Modeling Self-Anthropomorphism in Human-Robot Dialogues
Yu Li, Devamanyu Hazarika, Di Jin et al.
From RAG to Riches: Retrieval Interlaced with Sequence Generation
Palak Jain, Livio Baldini Soares, Tom Kwiatkowski
From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression
Eunseong Choi, Sunkyung Lee, Minjin Choi et al.
From Test-Taking to Test-Making: Examining LLM Authoring of Commonsense Assessment Items
Melissa Roemmele, Andrew Gordon
From Text Segmentation to Enhanced Representation Learning: A Novel Approach to Multi-Label Classification for Long Texts
Wang Zhang, Xin Wang, Qian Wang et al.
From Text to Maps: LLM-Driven Extraction and Geotagging of Epidemiological Data
Karlyn K. Harrod, Prabin Bhandari, Antonios Anastasopoulos
From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis
Chuanqi Cheng, Jian Guan, Wei Wu et al.
Functionality learning through specification instructions
Pedro Henrique Luz De Araujo, Benjamin Roth
Further Compressing Distilled Language Models via Frequency-aware Partial Sparse Coding of Embeddings
Kohki Tamura, Naoki Yoshinaga, Masato Neishi
FuseGen: PLM Fusion for Data-generation based Zero-shot Learning
Tianyuan Zou, Yang Liu, Peng Li et al.
Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion
Kerem Zaman, Leshem Choshen, Shashank Srivastava
Fusion-Eval: Integrating Assistant Evaluators with LLMs
Lei Shu, Nevan Wichers, Liangchen Luo et al.
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data
Haoran Sun, Renren Jin, Shaoyang Xu et al.
FZI-WIM at AVeriTeC Shared Task: Real-World Fact-Checking with Question Answering
Jin Liu, Steffen Thoma, Achim Rettinger
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities
Sreyan Ghosh, Sonal Kumar, Ashish Seth et al.
Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory
Xianwei Zhuang, Zhihong Zhu, Zhanpeng Chen et al.
Gaps or Hallucinations? Scrutinizing Machine-Generated Legal Analysis for Fine-grained Text Evaluations
Abe Hou, William Jurayj, Nils Holzenberger et al.
Gazelle: An Instruction Dataset for Arabic Writing Assistance
Samar Mohamed Magdy, Fakhraddin Alwajih, Sang Yun Kwon et al.
GCD-TM: Graph-Driven Community Detection for Topic Modelling in Psychiatry Texts
Anusuya Krishnan, Isaias Mehari Ghebrehiwet
GDPO: Learning to Directly Align Language Models with Diversity Using GFlowNets
Oh Joon Kwon, Daiki E. Matsunaga, Kee-Eung Kim
GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and Domains
Yang Janet Liu, Tatsuya Aoyama, Wesley Scivetti et al.