Papers
Generative Data Augmentation using LLMs improves Distributional Robustness in Question Answering
Arijit Chowdhury, Aman Chadha
Can docstring reformulation with an LLM improve code generation?
Nicola Dainese, Alexander Ilin, Pekka Marttinen
LLMs for Low Resource Languages in Multilingual, Multimodal and Dialectal Settings
Firoj Alam, Shammur Absar Chowdhury, Sabri Boughorbel et al.
FlexiQA: Leveraging LLM’s Evaluation Capabilities for Flexible Knowledge Selection in Open-domain Question Answering
Yuhan Chen, Shuqi Li, Rui Yan
Improving Cross-Domain Low-Resource Text Generation through LLM Post-Editing: A Programmer-Interpreter Approach
Zhuang Li, Levon Haroutunian, Raj Tumuluri et al.
Capturing the Relationship Between Sentence Triplets for LLM and Human-Generated Texts to Enhance Sentence Embeddings
Na Min An, Sania Waheed, James Thorne
Do-Not-Answer: Evaluating Safeguards in LLMs
Yuxia Wang, Haonan Li, Xudong Han et al.
Unified Embeddings for Multimodal Retrieval via Frozen LLMs
Ziyang Wang, Heba Elfardy, Markus Dreyer et al.
Using Large Language Models (LLMs) to Extract Evidence from Pre-Annotated Social Media Data
Falwah Alhamed, Julia Ive, Lucia Specia
XinHai@CLPsych 2024 Shared Task: Prompting Healthcare-oriented LLMs for Evidence Highlighting in Posts with Suicide Risk
Jingwei Zhu, Ancheng Xu, Minghuan Tan et al.
Actor Identification in Discourse: A Challenge for LLMs?
Ana Barić, Sebastian Padó, Sean Papay
A Few-Shot Multi-Accented Speech Classification for Indian Languages using Transformers and LLM’s Fine-Tuning Approaches
Jairam R, Jyothish G, Premjith B
[Lions: 1] and [Tigers: 2] and [Bears: 3], Oh My! Literary Coreference Annotation with LLMs
Rebecca Hicke, David Mimno
ChatGPT Based Data Augmentation for Improved Parameter-Efficient Debiasing of LLMs
Pengrui Han, Rafal Kocielnik, Adhithya Saravanan et al.
HR-MultiWOZ: A Task Oriented Dialogue (TOD) Dataset for HR LLM Agent
Weijie Xu, Zicheng Huang, Wenxiang Hu et al.
HumSum: A Personalized Lecture Summarization Tool for Humanities Students Using LLMs
Zahra Kolagar, Alessandra Zarcone
Can I trust You? LLMs as conversational agents
Marc Döbler, Raghavendran Mahendravarman, Anna Moskvina et al.
Emulating Author Style: A Feasibility Study of Prompt-enabled Text Stylization with Off-the-Shelf LLMs
Avanti Bhandarkar, Ronald Wilson, Anushka Swarup et al.
LLMs Simulate Big5 Personality Traits: Further Evidence
Aleksandra Sorokovikova, Sharwin Rezagholi, Natalia Fedorova et al.
Quantifying learning-style adaptation in effectiveness of LLM teaching
Ruben Weijers, Gabrielle Fidelis de Castilho, Jean-François Godbout et al.
RAGs to Style: Personalizing LLMs with Style Embeddings
Abhiman Neelakanteswara, Shreyas Chaudhari, Hamed Zamani
Aligning Uncertainty: Leveraging LLMs to Analyze Uncertainty Transfer in Text Summarization
Zahra Kolagar, Alessandra Zarcone
Instruction Tuning-free Visual Token Complement for Multimodal LLMs
Dongsheng Wang, Jiequan Cui, Miaoge Li et al.