Papers
LLM as a metric critic for low resource relation identification
Zhe Yang, Yi Huang, Yaqin Chen et al.
LLMs to Replace Crowdsourcing For Parallel Data Creation? The Case of Text Detoxification
Daniil Moskovskiy, Sergey Pletenev, Alexander Panchenko
“Seeing the Big through the Small”: Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations?
Beiduo Chen, Xinpeng Wang, Siyao Peng et al.
Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy
Liyan Xu, Zhenlin Su, Mo Yu et al.
LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study
Van Bach Nguyen, Paul Youssef, Christin Seifert et al.
AXCEL: Automated eXplainable Consistency Evaluation using LLMs
P Aditya Sreekar, Sahil Verma, Suransh Chopra et al.
Prospector: Improving LLM Agents with Self-Asking and Trajectory Ranking
Byoungjip Kim, Youngsoo Jang, Lajanugen Logeswaran et al.
xTower: A Multilingual LLM for Explaining and Correcting Translation Errors
Marcos V Treviso, Nuno M Guerreiro, Sweta Agrawal et al.
XC-Cache: Cross-Attending to Cached Context for Efficient LLM Inference
Joao Monteiro, Étienne Marcotte, Pierre-Andre Noel et al.
Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression
Zhichao Xu, Ashim Gupta, Tao Li et al.
Socratic Human Feedback (SoHF): Expert Steering Strategies for LLM Code Generation
Subramanian Chidambaram, Li Erran Li, Min Bai et al.
Student Data Paradox and Curious Case of Single Student-Tutor Model: Regressive Side Effects of Training LLMs for Personalized Learning
Shashank Sonkar, Naiming Liu, Richard Baraniuk
To Ask LLMs about English Grammaticality, Prompt Them in a Different Language
Shabnam Behzad, Amir Zeldes, Nathan Schneider
Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs
Arijit Nag, Animesh Mukherjee, Niloy Ganguly et al.
Evaluating Gender Bias of LLMs in Making Morality Judgements
Divij Bajaj, Yuanyuan Lei, Jonathan Tong et al.
LLM generated responses to mitigate the impact of hate speech
Jakub Podolak, Szymon Łukasik, Paweł Balawender et al.
How Does Quantization Affect Multilingual LLMs?
Kelly Marchisio, Saurabh Dash, Hongyu Chen et al.
Presentations are not always linear! GNN meets LLM for Text Document-to-Presentation Transformation with Attribution
Himanshu Maheshwari, Sambaran Bandyopadhyay, Aparna Garimella et al.
Gloss2Text: Sign Language Gloss translation using LLMs and Semantically Aware Label Smoothing
Pooya Fayyazsanavi, Antonios Anastasopoulos, Jana Kosecka
Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization
Yu-Min Tseng, Yu-Chao Huang, Teng-Yun Hsiao et al.
Look Who’s Talking Now: Covert Channels From Biased LLMs
Daniel Silva, Frederic Sala, Ryan Gabrys
PositionID: LLMs can Control Lengths, Copy and Paste with Explicit Positional Awareness
Noah Wang, Feiyu Duan, Yibo Zhang et al.
BiMediX: Bilingual Medical Mixture of Experts LLM
Sara Pieri, Sahal Shaji Mullappilly, Fahad Shahbaz Khan et al.
LLM Tropes: Revealing Fine-Grained Values and Opinions in Large Language Models
Dustin Wright, Arnav Arora, Nadav Borenstein et al.
PythonSaga: Redefining the Benchmark to Evaluate Code Generating LLMs
Ankit Yadav, Himanshu Beniwal, Mayank Singh