EMNLP - arXivDaily 期刊&会议

2402.01512 2024-10-14 cs.CL

Distractor Generation in Multiple-Choice Tasks: A Survey of Methods, Datasets, and Evaluation

Elaf Alhazmi, Quan Z. Sheng, Wei Emma Zhang, Munazza Zaib, Ahoud Alhazmi

Comments Accepted (Main) at EMNLP 2024 : The 2024 Conference on Empirical Methods in Natural Language Processing

2311.15569 2024-10-14 cs.CV cs.AI

Towards Difficulty-Agnostic Efficient Transfer Learning for Vision-Language Models

Yongjin Yang, Jongwoo Ko, Se-Young Yun

Comments EMNLP 2024; code available at: https://github.com/YangYongJin/APEX

2410.08058 2024-10-11 cs.CL cs.AI cs.LG

Closing the Loop: Learning to Generate Writing Feedback via Language Model Simulated Student Revisions

Inderjeet Nair, Jiaye Tan, Xiaotian Su, Anne Gere, Xu Wang, Lu Wang

Comments Accepted to EMNLP 2024

2410.08027 2024-10-11 cs.CL cs.AI cs.LG

Private Language Models via Truncated Laplacian Mechanism

Tianhao Huang, Tao Yang, Ivan Habernal, Lijie Hu, Di Wang

Comments Accepted by EMNLP 2024, Main Track

2410.07827 2024-10-11 cs.CL

Why do objects have many names? A study on word informativeness in language use and lexical systems

Eleonora Gualdoni, Gemma Boleda

Comments Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024)

2410.07779 2024-10-11 cs.CL

Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation

Sweta Agrawal, José G. C. de Souza, Ricardo Rei, António Farinhas, Gonçalo Faria, Patrick Fernandes, Nuno M Guerreiro, Andre Martins

Comments Accepted at EMNLP Main 2024

2410.07706 2024-10-11 cs.CL cs.AI

AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories

Yifan Song, Weimin Xiong, Xiutian Zhao, Dawei Zhu, Wenhao Wu, Ke Wang, Cheng Li, Wei Peng, Sujian Li

Comments Findings of EMNLP 2024

2410.07652 2024-10-11 cs.CL

StablePrompt: Automatic Prompt Tuning using Reinforcement Learning for Large Language Models

Minchan Kwon, Gaeun Kim, Jongsuk Kim, Haeil Lee, Junmo Kim

Comments EMNLP 2024 cam-ready

2410.07549 2024-10-11 cs.CL cs.AI

OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting

Xukai Liu, Ye Liu, Kai Zhang, Kehang Wang, Qi Liu, Enhong Chen

Comments Accepted by EMNLP 2024 Main

2410.07461 2024-10-11 cs.CL

Is C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning

Abhinav Bandari, Lu Yin, Cheng-Yu Hsieh, Ajay Kumar Jaiswal, Tianlong Chen, Li Shen, Ranjay Krishna, Shiwei Liu

Comments EMNLP 2024

2410.05725 2024-10-11 cs.CR cs.AI

KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from Server

Wenhao Wang, Xiaoyu Liang, Rui Ye, Jingyi Chai, Siheng Chen, Yanfeng Wang

Comments EMNLP 2024 Main

2410.05639 2024-10-11 cs.CL

DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models

Ranchi Zhao, Zhen Leng Thai, Yifan Zhang, Shengding Hu, Yunqi Ba, Jie Zhou, Jie Cai, Zhiyuan Liu, Maosong Sun

Journal ref EMNLP 2024

2410.02952 2024-10-11 cs.CL cs.AI

Visual Editing with LLM-based Tool Chaining: An Efficient Distillation Approach for Real-Time Applications

Oren Sultan, Alex Khasin, Guy Shiran, Asnat Greenstein-Messica, Dafna Shahaf

Comments EMNLP 2024

2407.14044 2024-10-11 cs.CL cs.AI

ECCO: Can We Improve Model-Generated Code Efficiency Without Sacrificing Functional Correctness?

Siddhant Waghjale, Vishruth Veerendranath, Zora Zhiruo Wang, Daniel Fried

Comments EMNLP 2024; Project Page: https://ecco-code-eff.github.io/

2407.06946 2024-10-11 cs.CL cs.AI cs.LG

Self-Recognition in Language Models

Tim R. Davidson, Viacheslav Surkov, Veniamin Veselovsky, Giuseppe Russo, Robert West, Caglar Gulcehre

Comments Accepted to EMNLP 2024, code to reproduce experiments and replicate findings available at https://github.com/trdavidson/self-recognition

2407.03000 2024-10-11 cs.CL cs.CV

VIVA: A Benchmark for Vision-Grounded Decision-Making with Human Values

Zhe Hu, Yixiao Ren, Jing Li, Yu Yin

Comments EMNLP 2024 Main Conference

2406.05707 2024-10-11 cs.CL cs.AI

QGEval: Benchmarking Multi-dimensional Evaluation for Question Generation

Weiping Fu, Bifan Wei, Jianxiang Hu, Zhongmin Cai, Jun Liu

Comments Accepted by EMNLP 2024

2405.18348 2024-10-11 cs.CL

Can Automatic Metrics Assess High-Quality Translations?

Sweta Agrawal, António Farinhas, Ricardo Rei, André F. T. Martins

Comments Accepted at EMNLP Main 2024

2405.06680 2024-10-11 cs.CL cs.AI

Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning

Jun Zhao, Jingqi Tong, Yurong Mou, Ming Zhang, Qi Zhang, Xuanjing Huang

Comments Accepted by EMNLP 2024

2403.12242 2024-10-11 cs.CL cs.AI cs.LG

Reference-based Metrics Disprove Themselves in Question Generation

Bang Nguyen, Mengxia Yu, Yun Huang, Meng Jiang

Comments EMNLP 2024 Findings - Camera Ready

2402.19467 2024-10-11 cs.CL cs.AI cs.CV

TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning

Kate Sanders, Nathaniel Weir, Benjamin Van Durme

Comments 9 pages, EMNLP 2024

2402.18909 2024-10-11 cs.CL cs.AI

AKEW: Assessing Knowledge Editing in the Wild

Xiaobao Wu, Liangming Pan, William Yang Wang, Anh Tuan Luu

Comments Accepted to EMNLP 2024 main conference

2402.13703 2024-10-11 cs.CL

Investigating Multilingual Instruction-Tuning: Do Polyglot Models Demand for Multilingual Instructions?

Alexander Arno Weber, Klaudia Thellmann, Jan Ebert, Nicolas Flores-Herr, Jens Lehmann, Michael Fromm, Mehdi Ali

Comments Accepted for EMNLP 2024 (Main), 27 pages, 8 figures

2401.06930 2024-10-11 cs.CL

PizzaCommonSense: Learning to Model Commonsense Reasoning about Intermediate Steps in Cooking Recipes

Aissatou Diallo, Antonis Bikakis, Luke Dickens, Anthony Hunter, Rob Miller

Comments Findings of EMNLP 2024. The data is available at: https://github.com/adiallo07/PizzaCommonsense

2312.17235 2024-10-11 cs.CV

A Simple LLM Framework for Long-Range Video Question-Answering

Ce Zhang, Taixi Lu, Md Mohaiminul Islam, Ziyang Wang, Shoubin Yu, Mohit Bansal, Gedas Bertasius

Comments EMNLP 2024 main

2312.09039 2024-10-11 cs.CL cs.AI

TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning

Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang

Comments This paper has been accepted by EMNLP 2024

2311.07682 2024-10-11 cs.CL cs.AI cs.LG

Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion

Kerem Zaman, Leshem Choshen, Shashank Srivastava

Comments 21 pages, 12 figures, 7 tables; To appear at EMNLP 2024

2410.07147 2024-10-10 cs.CL cs.AI cs.CY

Taking a turn for the better: Conversation redirection throughout the course of mental-health therapy

Vivian Nguyen, Sang Min Jung, Lillian Lee, Thomas D. Hull, Cristian Danescu-Niculescu-Mizil

Comments To appear in the Proceedings of EMNLP (Findings) 2024. Code available at https://convokit.cornell.edu

2407.12108 2024-10-10 cs.LG cs.CL cs.CR

Private prediction for large-scale synthetic text generation

Kareem Amin, Alex Bie, Weiwei Kong, Alexey Kurakin, Natalia Ponomareva, Umar Syed, Andreas Terzis, Sergei Vassilvitskii

Comments 20 pages; updated figure + some new experiments from EMNLP 2024 findings camera-ready

2401.06112 2024-10-10 cs.CL

Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings

Hiroaki Yamagiwa, Yusuke Takase, Hidetoshi Shimodaira

Comments EMNLP 2024 Findings (short)