EMNLP

Learn Your Tokens: Word-Pooled Tokenization for Language Modeling

Avijit Thawani, Saurabh Ghanekar, Xiaoyuan Zhu, Jay Pujara

Comments Accepted to EMNLP 2023 Findings

Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting

Fanghua Ye, Meng Fang, Shenghui Li, Emine Yilmaz

Comments 22 pages, accepted to EMNLP Findings 2023

An Expression Tree Decoding Strategy for Mathematical Equation Generation

Wenqi Zhang, Yongliang Shen, Qingpeng Nong, Zeqi Tan, Yanna Ma, Weiming Lu

Comments Accepted to EMNLP-2023, camera-ready version

Exploring the Cognitive Knowledge Structure of Large Language Models: An Educational Diagnostic Assessment Approach

Zheyuan Zhang, Jifan Yu, Juanzi Li, Lei Hou

Comments Findings of EMNLP 2023 (Short Paper)

Crystal: Introspective Reasoners Reinforced with Self-Feedback

Jiacheng Liu, Ramakanth Pasunuru, Hannaneh Hajishirzi, Yejin Choi, Asli Celikyilmaz

Comments EMNLP 2023 main conference

Focus Your Attention (with Adaptive IIR Filters)

Shahar Lutati, Itamar Zimerman, Lior Wolf

Comments Accepted to EMNLP 2023

MADNet: Maximizing Addressee Deduction Expectation for Multi-Party Conversation Generation

Jia-Chen Gu, Chao-Hong Tan, Caiyuan Chu, Zhen-Hua Ling, Chongyang Tao, Quan Liu, Cong Liu

Comments Accepted by EMNLP 2023. arXiv admin note: text overlap with arXiv:2203.08500

Multilingual Simplification of Medical Texts

Sebastian Joseph, Kathryn Kazanas, Keziah Reina, Vishnesh J. Ramanathan, Wei Xu, Byron C. Wallace, Junyi Jessy Li

Comments This version will be in EMNLP 2023 main

Prompting ChatGPT in MNER: Enhanced Multimodal Named Entity Recognition with Auxiliary Refined Knowledge

Jinyuan Li, Han Li, Zhuo Pan, Di Sun, Jiahao Wang, Wenkun Zhang, Gang Pan

Comments Accepted to Findings of EMNLP 2023

Learning to Compose Representations of Different Encoder Layers towards Improving Compositional Generalization

Lei Lin, Shuangtao Li, Yafang Zheng, Biao Fu, Shan Liu, Yidong Chen, Xiaodong Shi

Comments Accepted by Findings of EMNLP 2023

Revisiting Entropy Rate Constancy in Text

Vivek Verma, Nicholas Tomlin, Dan Klein

Comments Findings of EMNLP 2023

Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews

Hye Sun Yun, Iain J. Marshall, Thomas A. Trikalinos, Byron C. Wallace

Comments 18 pages, 2 figures, 8 tables. Accepted as an EMNLP 2023 main paper

PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning

Chengfeng Dou, Zhi Jin, Wenping Jiao, Haiyan Zhao, Zhenwei Tao, Yongqiang Zhao

Comments Accepted by EMNLP 2023 Findings

Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks

Alon Jacovi, Avi Caciularu, Omer Goldman, Yoav Goldberg

Comments Accepted to EMNLP 2023

Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements

Jiacheng Liu, Wenya Wang, Dianzhuo Wang, Noah A. Smith, Yejin Choi, Hannaneh Hajishirzi

Comments EMNLP 2023 main conference

RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction

Chengyuan Liu, Fubang Zhao, Yangyang Kang, Jingyuan Zhang, Xiang Zhou, Changlong Sun, Kun Kuang, Fei Wu

Comments Findings of EMNLP 2023

Mixture of Soft Prompts for Controllable Data Generation

Derek Chen, Celine Lee, Yunan Lu, Domenic Rosati, Zhou Yu

Comments 19 pages, 13 Tables, 2 Figures. Accepted at EMNLP 2023

Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting

Xi Ye, Greg Durrett

Comments EMNLP 2023

Does Simultaneous Speech Translation need Simultaneous Models?

Sara Papi, Marco Gaido, Matteo Negri, Marco Turchi

Comments Findings of EMNLP 2022

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2022

Speechformer: Reducing Information Loss in Direct Speech Translation

Sara Papi, Marco Gaido, Matteo Negri, Marco Turchi

Comments Accepted to EMNLP 2021 Main Conference

Journal ref Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks

Yimu Wang, Xiangru Jian, Bo Xue

Comments Accepted by EMNLP 2023

BasahaCorpus: An Expanded Linguistic Resource for Readability Assessment in Central Philippine Languages

Joseph Marvin Imperial, Ekaterina Kochmar

Comments Final camera-ready paper for EMNLP 2023 (Main)

MUST&P-SRL: Multi-lingual and Unified Syllabification in Text and Phonetic Domains for Speech Representation Learning

Noé Tits

Comments Accepted for publication at EMNLP 2023

CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations

Myra Cheng, Tiziano Piccardi, Diyi Yang

Comments To appear at EMNLP 2023 (Main)

Visual Storytelling with Question-Answer Plans

Danyang Liu, Mirella Lapata, Frank Keller

Comments EMNLP 2023 Findings

Video-Text Retrieval by Supervised Sparse Multi-Grained Learning

Yimu Wang, Peng Shi

Comments Findings of EMNLP 2023

Measuring and Narrowing the Compositionality Gap in Language Models

Ofir Press, Muru Zhang, Sewon Min, Ludwig Schmidt, Noah A. Smith, Mike Lewis

Comments To appear at Findings of EMNLP 2023

An Empirical Study of Translation Hypothesis Ensembling with Large Language Models

António Farinhas, José G. C. de Souza, André F. T. Martins

Comments EMNLP 2023 (main conference)

Enhancing Neural Machine Translation with Semantic Units

Langlin Huang, Shuhao Gu, Zhuocheng Zhang, Yang Feng

Comments Accepted to EMNLP findings 2023

RealBehavior: A Framework for Faithfully Characterizing Foundation Models' Human-like Behavior Mechanisms

Enyu Zhou, Rui Zheng, Zhiheng Xi, Songyang Gao, Xiaoran Fan, Zichu Fei, Jingting Ye, Tao Gui, Qi Zhang, Xuanjing Huang

Comments Accepted to Findings of EMNLP 2023