EMNLP

Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations

Yuan Tian, Zheng Zhang, Zheng Ning, Toby Jia-Jun Li, Jonathan K. Kummerfeld, Tianyi Zhang

Comments Accepted to EMNLP 2023

ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision

Anastasiia Sedova, Benjamin Roth

Comments EMNLP'23

Journal ref In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pages 4162-4176, Singapore. Association for Computational Linguistics

ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph

Jinhao Jiang, Kun Zhou, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen

Comments EMNLP-23-Main; simple but effective SOTA on CWQ under a weak-supervised setting

Symbol tuning improves in-context learning in language models

Jerry Wei, Le Hou, Andrew Lampinen, Xiangning Chen, Da Huang, Yi Tay, Xinyun Chen, Yifeng Lu, Denny Zhou, Tengyu Ma, Quoc V. Le

Comments EMNLP 2023

Exploring the Sensitivity of LLMs' Decision-Making Capabilities: Insights from Prompt Variation and Hyperparameters

Manikanta Loya, Divya Anand Sinha, Richard Futrell

Comments EMNLP 2023

Translating Hanja Historical Documents to Contemporary Korean and English

Juhee Son, Jiho Jin, Haneul Yoo, JinYeong Bak, Kyunghyun Cho, Alice Oh

Comments EMNLP Findings 2022

Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts

Tengxiao Liu, Qipeng Guo, Yuqing Yang, Xiangkun Hu, Yue Zhang, Xipeng Qiu, Zheng Zhang

Comments EMNLP 2023

A Comprehensive Evaluation of Tool-Assisted Generation Strategies

Alon Jacovi, Avi Caciularu, Jonathan Herzig, Roee Aharoni, Bernd Bohnet, Mor Geva

Comments Accepted to EMNLP 2023 Findings

DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM

Weijie Xu, Wenxiang Hu, Fanyou Wu, Srinivasan Sengamedu

Comments 19 pages, 4 figures, EMNLP 2023

Journal ref EMNLP 2023

Cognate Transformer for Automated Phonological Reconstruction and Cognate Reflex Prediction

V. S. D. S. Mahesh Akavarapu, Arnab Bhattacharya

Comments Accepted at EMNLP-2023 (Main)

Chain-of-Questions Training with Latent Answers for Robust Multistep Question Answering

Wang Zhu, Jesse Thomason, Robin Jia

Comments Accepted by EMNLP 2023

GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints

Joshua Ainslie, James Lee-Thorp, Michiel de Jong, Yury Zemlyanskiy, Federico Lebrón, Sumit Sanghai

Comments Accepted at EMNLP 2023. Added to related work

q2d: Turning Questions into Dialogs to Teach Models How to Search

Yonatan Bitton, Shlomi Cohen-Ganor, Ido Hakimi, Yoad Lewenberg, Roee Aharoni, Enav Weinreb

Comments Accepted to EMNLP 2023. Website: https://question2dialog.github.io/

The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment

Jared Fernandez, Jacob Kahn, Clara Na, Yonatan Bisk, Emma Strubell

Comments EMNLP 2023

DistillCSE: Distilled Contrastive Learning for Sentence Embeddings

Jiahao Xu, Wei Shao, Lihui Chen, Lemao Liu

Journal ref In Findings of the Association for Computational Linguistics: EMNLP 2023, pages 8153--8165, Singapore. Association for Computational Linguistics

Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization

Ningyu Xu, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang

Comments Findings of EMNLP 2023 (Camera-Ready)

SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives

Jiahao Xu, Wei Shao, Lihui Chen, Lemao Liu

Journal ref In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pages 12028--12040, Singapore. Association for Computational Linguistics

Prompt-Based Editing for Text Style Transfer

Guoqing Luo, Yu Tong Han, Lili Mou, Mauajama Firdaus

Comments Accepted by EMNLP Findings 2023

STEER: Semantic Turn Extension-Expansion Recognition for Voice Assistants

Leon Liyang Zhang, Jiarui Lu, Joel Ruben Antony Moniz, Aditya Kulkarni, Dhivya Piraviperumal, Tien Dung Tran, Nicholas Tzou, Hong Yu

Comments EMNLP 2023 Industry Track

Visually Grounded Continual Language Learning with Selective Specialization

Kyra Ahrens, Lennart Bengtson, Jae Hee Lee, Stefan Wermter

Comments Accepted to EMNLP 2023 Findings

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2023

Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study

Boxin Wang, Wei Ping, Peng Xu, Lawrence McAfee, Zihan Liu, Mohammad Shoeybi, Yi Dong, Oleksii Kuchaiev, Bo Li, Chaowei Xiao, Anima Anandkumar, Bryan Catanzaro

Comments EMNLP 2023

TRAMS: Training-free Memory Selection for Long-range Language Modeling

Haofei Yu, Cunxiang Wang, Yue Zhang, Wei Bi

Comments Findings of EMNLP 2023

ToViLaG: Your Visual-Language Generative Model is Also An Evildoer

Xinpeng Wang, Xiaoyuan Yi, Han Jiang, Shanlin Zhou, Zhihua Wei, Xing Xie

Comments Accepted by EMNLP 2023 (Main Conference), Oral Presentation

Large Language Models are Complex Table Parsers

Bowen Zhao, Changkai Ji, Yuejie Zhang, Wen He, Yingwen Wang, Qing Wang, Rui Feng, Xiaobo Zhang

Comments EMNLP 2023 Main

COVID-19 Vaccine Misinformation in Middle Income Countries

Jongin Kim, Byeo Rhee Bak, Aditya Agrawal, Jiaxi Wu, Veronika J. Wirtz, Traci Hong, Derry Wijaya

Comments Accepted to EMNLP 2023 (Main conference), 9 pages, 5 figures

VLIS: Unimodal Language Models Guide Multimodal Language Generation

Jiwan Chung, Youngjae Yu

Comments Accepted as main paper in EMNLP 2023

Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning

Lean Wang, Lei Li, Damai Dai, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun

Comments Accepted by EMNLP 2023

MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields

Jiaying Lu, Yongchen Qian, Shifan Zhao, Yuanzhe Xi, Carl Yang

Journal ref In Findings of the Association for Computational Linguistics: EMNLP 2023

News Signals: An NLP Library for Text and Time Series

Chris Hokamp, Demian Gholipour Ghalandari, Parsa Ghaffari

Comments EMNLP NLP-OSS Workshop, December 2023

Muted: Multilingual Targeted Offensive Speech Identification and Visualization

Christoph Tillmann, Aashka Trivedi, Sara Rosenthal, Santosh Borse, Rong Zhang, Avirup Sil, Bishwaranjan Bhattacharjee

Journal ref EMNLP 2023 Demo Track