Papers
Knowledge Distillation for Language Models
Yuqiao Wen, Freda Shi, Lili Mou
Foundation Models Meet Embodied Agents
Manling Li, Yunzhu Li, Jiayuan Mao et al.
DAMAGeR: Deploying Automatic and Manual Approaches to GenAI Red-teaming
Manish Nagireddy, Michael Feffer, Ioana Baldini
Creative Planning with Language Models: Practice, Evaluation and Applications
Alexander Spangher, Tenghao Huang, Philippe Laban et al.
Rosetta-PL: Propositional Logic as a Benchmark for Large Language Model Reasoning
Shaun Lee Baek, Shaun Esua-Mensah, Cyrus Tsui et al.
Reliability of Distribution Predictions by LLMs: Insights from Counterintuitive Pseudo-Distributions
Toma Suzuki, Ayuki Katayama, Seiji Gobara et al.
Towards LLMs Robustness to Changes in Prompt Format Styles
Lilian Ngweta, Kiran Kate, Jason Tsay et al.
SkipCLM: Enhancing Crosslingual Alignment of Decoder Transformer Models via Contrastive Learning and Skip Connection
Nikita Sushko, Alexander Panchenko, Elena Tutubalina
MENDER: Multi-hop Commonsense and Domain-specific CoT Reasoning for Knowledge-grounded Empathetic Counseling of Crime Victims
Abid Hossain, Priyanshu Priya, Armita Mani Tripathi et al.
Collaborative Data Exploration through Visualization: A Thesis Proposal Analyzing Impact of Conversational Assistants
Abari Bhattacharya, Barbara Di Eugenio
Paraphrasing Attack Resilience of Various Machine-Generated Text Detection Methods
Andrii Shportko, Inessa Verbitsky
AutoML Meets Hugging Face: Domain-Aware Pretrained Model Selection for Text Classification
Parisa Safikhani, David Broneske
LLM DEBATE OPPONENT : Counter-argument Generation focusing on Implicit and Critical Premises
Taisei Ozaki, Chihiro Nakagawa, Naoya Inoue et al.
Streamlining LLMs: Adaptive Knowledge Distillation for Tailored Language Models
Prajvi Saxena, Sabine Janzen, Wolfgang Maaß
(CPER) From Guessing to Asking: An Approach to Resolving Persona Knowledge Gap in LLMs during Multi-Turn Conversations
Sarvesh Baskar, Manas Gaur, Srinivasan Parthasarathy et al.
Evaluating Text Style Transfer Evaluation: Are There Any Reliable Metrics?
Sourabrata Mukherjee, Atul Kr. Ojha, John P. McCrae et al.
Do Video Language Models really understand the video contexts?
Jeongwan Shin, Jinhyeong Lim, Hyeyoung Park
Paraphrase-based Contrastive Learning for Sentence Pair Modeling
Seiji Sugiyama, Risa Kondo, Tomoyuki Kajiwara et al.
Can Large Language Models Advance Crosswalks? The Case of Danish Occupation Codes
Bolei Ma, Cynthia A. Huang, Anna-Carolina Haensch
ELIOT: Zero-Shot Video-Text Retrieval through Relevance-Boosted Captioning and Structural Information Extraction
Xuye Liu, Yimu Wang, Jian Zhao
Representing and Clustering Errors in Offensive Language Detection
Jood Otey, Laura Biester, Steven R Wilson
MetaMeme: A Dataset for Meme Template and Meta-Category Classification
Benjamin Lambright, Jordan Youner, Constantine Lignos
Linguistic Analysis of Veteran Job Interviews to Assess Effectiveness in Translating Military Expertise to the Civilian Workforce
Caroline J. Wendt, Ehsanul Haque Nirjhar, Theodora Chaspari
AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction
Peitao Han, Lis Pereira, Fei Cheng et al.