EMNLP - arXivDaily 期刊&会议

2410.17973 2024-10-24 cs.CL

Together We Can: Multilingual Automatic Post-Editing for Low-Resource Languages

Sourabh Deoghare, Diptesh Kanojia, Pushpak Bhattacharyya

Comments Accepted at Findings of EMNLP 2024

2410.17972 2024-10-24 cs.CL

Dependency Graph Parsing as Sequence Labeling

Ana Ezquerro, David Vilares, Carlos Gómez-Rodríguez

Comments Accepted at EMNLP-2024

2410.17676 2024-10-24 cs.CL

Towards a Similarity-adjusted Surprisal Theory

Clara Meister, Mario Giulianelli, Tiago Pimentel

Comments EMNLP 2024 main conference proceedings

2410.17492 2024-10-24 cs.CR cs.CL cs.CY cs.LG

BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers

Jiaqi Xue, Qian Lou, Mengxin Zheng

Comments Accepted by EMNLP 2024

2410.16451 2024-10-24 cs.CL

Susu Box or Piggy Bank: Assessing Cultural Commonsense Knowledge between Ghana and the U.S

Christabel Acquaye, Haozhe An, Rachel Rudinger

Comments Accepted to EMNLP 2024

2410.06022 2024-10-24 cs.CL

Can Language Models Induce Grammatical Knowledge from Indirect Evidence?

Miyu Oba, Yohei Oseki, Akiyo Fukatsu, Akari Haga, Hiroki Ouchi, Taro Watanabe, Saku Sugawara

Comments This paper is accepted at EMNLP 2024 Main

2410.01023 2024-10-24 cs.CV cs.AI

Can visual language models resolve textual ambiguity with visual cues? Let visual puns tell you!

Jiwan Chung, Seungwon Lim, Jaehyun Jeon, Seungbeen Lee, Youngjae Yu

Comments Accepted as main paper in EMNLP 2024

2407.15762 2024-10-24 cs.LG cs.AI cs.CL

Conditional Language Policy: A General Framework for Steerable Multi-Objective Finetuning

Kaiwen Wang, Rahul Kidambi, Ryan Sullivan, Alekh Agarwal, Christoph Dann, Andrea Michi, Marco Gelmi, Yunxuan Li, Raghav Gupta, Avinava Dubey, Alexandre Ramé, Johan Ferret, Geoffrey Cideron, Le Hou, Hongkun Yu, Amr Ahmed, Aranyak Mehta, Léonard Hussenot, Olivier Bachem, Edouard Leurent

Comments 40 pages. Findings of EMNLP 2024

2407.07799 2024-10-24 cs.CL

Attribute or Abstain: Large Language Models as Long Document Assistants

Jan Buchmann, Xiao Liu, Iryna Gurevych

Comments Accepted at EMNLP 2024. Code and data: https://github.com/UKPLab/arxiv2024-attribute-or-abstain

2406.18925 2024-10-24 cs.CL cs.CV

Selective Vision is the Challenge for Visual Reasoning: A Benchmark for Visual Argument Understanding

Jiwan Chung, Sungjae Lee, Minseo Kim, Seungju Han, Ashkan Yousefpour, Jack Hessel, Youngjae Yu

Comments 12 pages, 6 figures. Accepted as main paper in EMNLP 2024

2406.16845 2024-10-24 cs.CL

RaTEScore: A Metric for Radiology Report Generation

Weike Zhao, Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie

Comments EMNLP 2024

2402.15055 2024-10-24 cs.CL cs.AI cs.LG

Interpreting Context Look-ups in Transformers: Investigating Attention-MLP Interactions

Clement Neo, Shay B. Cohen, Fazl Barez

Comments Accepted to EMNLP 2024 Main Conference

2402.04957 2024-10-24 cs.CL

Reconfidencing LLMs from the Grouping Loss Perspective

Lihu Chen, Alexandre Perez-Lebel, Fabian M. Suchanek, Gaël Varoquaux

Comments EMNLP 2024 Findings

2307.00279 2024-10-24 cs.CL

Let Me Teach You: Pedagogical Foundations of Feedback for Language Models

Beatriz Borges, Niket Tandon, Tanja Käser, Antoine Bosselut

Comments EMNLP 2024; 9 pages, 3 figures

2410.17389 2024-10-24 cs.AI

Navigating Noisy Feedback: Enhancing Reinforcement Learning with Error-Prone Language Models

Muhan Lin, Shuyang Shi, Yue Guo, Behdad Chalaki, Vaishnav Tadiparthi, Ehsan Moradi Pari, Simon Stepputtis, Joseph Campbell, Katia Sycara

Comments 13 pages, 8 figures, The 2024 Conference on Empirical Methods in Natural Language Processing

2410.17145 2024-10-23 cs.CL cs.AI cs.LG

Can General-Purpose Large Language Models Generalize to English-Thai Machine Translation ?

Jirat Chiaranaipanich, Naiyarat Hanmatheekuna, Jitkapat Sawatphol, Krittamate Tiankanon, Jiramet Kinchagawat, Amrest Chinkamol, Parinthapat Pengpun, Piyalitt Ittichaiwong, Peerat Limkonchotiwat

Comments Accepted in GenBench EMNLP 2024

2410.17099 2024-10-23 cs.CL cs.HC cs.LG

Human-LLM Hybrid Text Answer Aggregation for Crowd Annotations

Jiyi Li

Comments Accepted in EMNLP 2024

2410.17051 2024-10-23 cs.CL

Data-driven Coreference-based Ontology Building

Shir Ashury-Tahan, Amir David Nissan Cohen, Nadav Cohen, Yoram Louzoun, Yoav Goldberg

Journal ref EMNLP 2024

2410.16788 2024-10-23 cs.CL cs.AI

Correct after Answer: Enhancing Multi-Span Question Answering with Post-Processing Method

Jiayi Lin, Chenyang Zhang, Haibo Tong, Dongyu Zhang, Qingqing Hong, Bingxuan Hou, Junli Wang

Comments Accepted by EMNLP 2024 Findings

2410.16472 2024-10-23 cs.CL

DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding

Manan Suri, Puneet Mathur, Franck Dernoncourt, Rajiv Jain, Vlad I Morariu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha

Comments EMNLP 2024 (Main)

2410.16456 2024-10-23 cs.CL

To the Globe (TTG): Towards Language-Driven Guaranteed Travel Planning

Da JU, Song Jiang, Andrew Cohen, Aaron Foss, Sasha Mitts, Arman Zharmagambetov, Brandon Amos, Xian Li, Justine T Kao, Maryam Fazel-Zarandi, Yuandong Tian

Journal ref EMNLP 2024 Demo Track

2409.17066 2024-10-23 cs.AI

VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models

Yifei Liu, Jicheng Wen, Yang Wang, Shengyu Ye, Li Lyna Zhang, Ting Cao, Cheng Li, Mao Yang

Comments EMNLP 2024, Main, Poster

2408.15689 2024-10-23 cs.CL

TempoFormer: A Transformer for Temporally-aware Representations in Change Detection

Talia Tseriotou, Adam Tsakalidis, Maria Liakata

Comments Accepted by EMNLP Main 2024

2408.05357 2024-10-23 cs.AI cs.HC

SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain Disruptions

Zhi-Qi Cheng, Yifei Dong, Aike Shi, Wei Liu, Yuzhi Hu, Jason O'Connor, Alexander G. Hauptmann, Kate S. Whitefoot

Comments Oral, EMNLP 2024 Industry Track. 31 pages, 11 figures, Project: https://fly1113.github.io/MFI/

2407.05841 2024-10-23 cs.CL cs.LG

An Empirical Comparison of Vocabulary Expansion and Initialization Approaches for Language Models

Nandini Mundra, Aditya Nanda Kishore, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan, Mitesh M. Khapra

Comments CONLL 2024 (EMNLP 2024)

2406.16264 2024-10-23 cs.CL cs.AI

One Thousand and One Pairs: A "novel" challenge for long-context language models

Marzena Karpinska, Katherine Thai, Kyle Lo, Tanya Goyal, Mohit Iyyer

Comments EMNLP 2024, camera ready

2406.16030 2024-10-23 cs.CL cs.AI

Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages

Jimin Sohn, Haeji Jung, Alex Cheng, Jooeon Kang, Yilin Du, David R. Mortensen

Comments Accepted to EMNLP 2024 Main Conference

2406.12168 2024-10-23 cs.LG cs.AI cs.CL

BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment

Wenda Xu, Jiachen Li, William Yang Wang, Lei Li

Comments Wenda Xu and Jiachen Li contributed equally. Accepted by EMNLP 2024

2404.13948 2024-10-23 cs.CL

Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations

Sukmin Cho, Soyeong Jeong, Jeongyeon Seo, Taeho Hwang, Jong C. Park

Comments Findings of EMNLP Camera-ready version

2403.08213 2024-10-23 cs.CL

Can Large Language Models Identify Authorship?

Baixiang Huang, Canyu Chen, Kai Shu

Comments Accepted to EMNLP 2024 Findings. The main paper is 9 pages long, with 16 pages total. The code, results, dataset, and additional resources are available on the project website: https://llm-authorship.github.io/