Papers
Anisotropy is Not Inherent to Transformers
Anemily Machina, Robert Mercer
Anna Karenina Strikes Again: Pre-Trained LLM Embeddings May Favor High-Performing Learners
Abigail Gurin Schleifer, Beata Beigman Klebanov, Moriah Ariely et al.
An NLP-Focused Pilot Training Agent for Safe and Efficient Aviation Communication
Xiaochen Liu, Bowei Zou, AiTi Aw
AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators
Xingwei He, Zhenghao Lin, Yeyun Gong et al.
Anonymity at Risk? Assessing Re-Identification Capabilities of Large Language Models in Court Decisions
Alex Nyffenegger, Matthias Stürmer, Joel Niklaus
A Novel Paradigm Boosting Translation Capabilities of Large Language Models
Jiaxin Guo, Hao Yang, Zongyao Li et al.
A Novel Two-step Fine-tuning Framework for Transfer Learning in Low-Resource Neural Machine Translation
Yuan Gao, Feng Hou, Ruili Wang
Anti-LM Decoding for Zero-shot In-context Machine Translation
Suzanna Sia, Alexandra DeLucia, Kevin Duh
ANU at MLSP-2024: Prompt-based Lexical Simplification for English and Sinhala
Sandaru Seneviratne, Hanna Suominen
APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching
Kun Qian, Yisi Sang, Farima Fatahi Bayat et al.
Applications of BERT Models Towards Automation of Clinical Coding in Icelandic
Haraldur Orri Hauksson, Hafsteinn Einarsson
Applying Linguistic Expertise to LLMs for Educational Material Development in Indigenous Languages
Justin Vasselli, Arturo Martínez Peguero, Junehwan Sung et al.
A Preference-driven Paradigm for Enhanced Translation with Large Language Models
Dawei Zhu, Sony Trenous, Xiaoyu Shen et al.
A Pretrainer’s Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity
Shayne Longpre, Gregory Yauney, Emily Reif et al.
A Privacy-Preserving Corpus for Occupational Health in Spanish: Evaluation for NER and Classification Tasks
Claudio Aracena, Luis Miranda, Thomas Vakili et al.
A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference Resolution
Bowen Ding, Qingkai Min, Shengkun Ma et al.
Archaeology at MLSP 2024: Machine Translation for Lexical Complexity Prediction and Lexical Simplification
Petru Cristea, Sergiu Nisioi
Archimedes-AUEB at SemEval-2024 Task 5: LLM explains Civil Procedure
Odysseas S. Chlapanis, Ion Androutsopoulos, Dimitrios Galanis
Are Large Language Model Temporally Grounded?
Yifu Qiu, Zheng Zhao, Yftah Ziser et al.
Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings
Chen Cecilia Liu, Fajri Koto, Timothy Baldwin et al.
A Report on the FigLang 2024 Shared Task on Multimodal Figurative Language
Shreyas Kulkarni, Arkadiy Saakyan, Tuhin Chakrabarty et al.
A Reproducibility Study on Quantifying Language Similarity: The Impact of Missing Values in the URIEL Knowledge Base
Hasti Toossi, Guo Huai, Jinyu Liu et al.
ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems
Jon Saad-Falcon, Omar Khattab, Christopher Potts et al.
Arithmetic Reasoning with LLM: Prolog Generation & Permutation
Xiaocheng Yang, Bingsen Chen, Yik-Cheung Tam
ARM: Alignment with Residual Energy-Based Model
Bo Pang, Caiming Xiong, Yingbo Zhou