Papers
Investigating Layer Importance in Large Language Models
Yang Zhang, Yanfei Dong, Kenji Kawaguchi
Investigating Multilingual Instruction-Tuning: Do Polyglot Models Demand for Multilingual Instructions?
Alexander Arno Weber, Klaudia Thellmann, Jan Ebert et al.
Investigating Mysteries of CoT-Augmented Distillation
Somin Wadhwa, Silvio Amir, Byron C Wallace
Investigating the Generalizability of Pretrained Language Models across Multiple Dimensions: A Case Study of NLI and MRC
Ritam Dutt, Sagnik Ray Choudhury, Varun Venkat Rao et al.
Investigating the Linguistic Performance of Large Language Models in Machine Translation
Shushen Manakhimova, Vivien Macketanz, Eleftherios Avramidis et al.
Investigating the Personality Consistency in Quantized Role-Playing Dialogue Agents
Yixiao Wang, Homa Fashandi, Kevin Ferreira
Investigating the Role of Instruction Variety and Task Difficulty in Robotic Manipulation Tasks
Amit Parekh, Nikolas Vitsakis, Alessandro Suglia et al.
IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing
Kang Chen, Qing Heng Zhang, Chengbao Lian et al.
Irrelevant Alternatives Bias Large Language Model Hiring Decisions
Kremena Valkanova, Pencho Yordanov
Is artificial intelligence still intelligence? LLMs generalize to novel adjective-noun pairs, but don’t mimic the full human distribution
Hayley Ross, Kathryn Davidson, Najoung Kim
Is C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning
Abhinav Bandari, Lu Yin, Cheng-Yu Hsieh et al.
Is Child-Directed Speech Effective Training Data for Language Models?
Steven Y. Feng, Noah D. Goodman, Michael C. Frank
Is Compound Aspect-Based Sentiment Analysis Addressed by LLMs?
Yinhao Bai, Zhixin Han, Yuhua Zhao et al.
Is GPT-4V (ision) All You Need for Automating Academic Data Visualization? Exploring Vision-Language Models’ Capability in Reproducing Academic Charts
Zhehao Zhang, Weicheng Ma, Soroush Vosoughi
Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models?
Pinzhen Chen, Simon Yu, Zhicheng Guo et al.
Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP
Omer Goldman, Alon Jacovi, Aviv Slobodkin et al.
Is It Safe to Tell Your Story? Towards Achieving Privacy for Sensitive Narratives
Mohammad Shokri, Allison Bishop, Sarah Ita Levitan
Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment
Vyas Raina, Adian Liusie, Mark Gales
IsoChronoMeter: A Simple and Effective Isochronic Translation Evaluation Metric
Nikolai Rozanov, Vikentiy Pankov, Dmitrii Mukhutdinov et al.
Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis
Hippolyte Gisserot-Boukhlef, Ricardo Rei, Emmanuel Malherbe et al.
Is Safer Better? The Impact of Guardrails on the Argumentative Strength of LLMs in Hate Speech Countering
Helena Bonaldi, Greta Damo, Nicolás Benjamín Ocampo et al.
Is Structure Dependence Shaped for Efficient Communication?: A Case Study on Coordination
Kohei Kajikawa, Yusuke Kubota, Yohei Oseki
Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases
Wenhao Huang, Qianyu He, Zhixu Li et al.