EMNLP

Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Delta Tuning

Jing Yi, Weize Chen, Yujia Qin, Yankai Lin, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou

Comments Findings of EMNLP 2022

Universal and Independent: Multilingual Probing Framework for Exhaustive Model Interpretation and Evaluation

Oleg Serikov, Vitaly Protasov, Ekaterina Voloshina, Viktoria Knyazkova, Tatiana Shavrina

Comments Accepted to BlackBoxNLP, EMNLP 2022

Can Visual Context Improve Automatic Speech Recognition for an Embodied Agent?

Pradip Pramanick, Chayan Sarkar

Comments Accepted in EMNLP '22

The Better Your Syntax, the Better Your Semantics? Probing Pretrained Language Models for the English Comparative Correlative

Leonie Weissweiler, Valentin Hofmann, Abdullatif Köksal, Hinrich Schütze

Comments EMNLP 2022

Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations

Kang Min Yoo, Junyeob Kim, Hyuhng Joon Kim, Hyunsoo Cho, Hwiyeol Jo, Sang-Woo Lee, Sang-goo Lee, Taeuk Kim

Comments Accepted to EMNLP Long. Kang Min Yoo and Junyeob Kim contributed equally. Kang Min Yoo and Taeuk Kim are the corresponding authors

Bilingual Synchronization: Restoring Translational Relationships with Editing Operations

Jitao Xu, Josep Crego, François Yvon

Comments EMNLP 2022 main conference

Multilingual Multimodal Learning with Machine Translated Text

Chen Qiu, Dan Oneata, Emanuele Bugliarello, Stella Frank, Desmond Elliott

Comments EMNLP 2022

Unsupervised Term Extraction for Highly Technical Domains

Francesco Fusco, Peter Staar, Diego Antognini

Comments Accepted at EMNLP 2022 (industry). 8 pages, 3 figures, 3 tables

Towards Unifying Reference Expression Generation and Comprehension

Duo Zheng, Tao Kong, Ya Jing, Jiaan Wang, Xiaojie Wang

Comments Accepted to EMNLP 2022 (main conference)

A Unified Framework for Pun Generation with Humor Principles

Yufei Tian, Divyanshu Sheth, Nanyun Peng

Comments Findings of EMNLP 2022

Structural generalization is hard for sequence-to-sequence models

Yuekun Yao, Alexander Koller

Comments Accepted in EMNLP 2022

"Covid vaccine is against Covid but Oxford vaccine is made at Oxford!" Semantic Interpretation of Proper Noun Compounds

Keshav Kolluru, Gabriel Stanovsky, Mausam

Comments Accepted at EMNLP'22

An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks

Changlong Yu, Tianyi Xiao, Lingpeng Kong, Yangqiu Song, Wilfred Ng

Comments EMNLP 2022 Main Conference

Modeling Information Change in Science Communication with Semantically Matched Paraphrases

Dustin Wright, Jiaxin Pei, David Jurgens, Isabelle Augenstein

Comments In EMNLP 2022; 25 pages; 11 figures; 6 tables

Finding Memo: Extractive Memorization in Constrained Sequence Generation Tasks

Vikas Raunak, Arul Menezes

Comments EMNLP Findings 2022

Exploring Euphemism Detection in Few-Shot and Zero-Shot Settings

Sedrick Scott Keh

Comments Accepted to EMNLP 2022 Figurative Language Workshop (Euphemism Detection Shared Task). Official code at https://github.com/sedrickkeh/zero-shot-euphemism-detection

Specializing Multi-domain NMT via Penalizing Low Mutual Information

Jiyoung Lee, Hantae Kim, Hyunchang Cho, Edward Choi, Cheonbok Park

Comments Accepted in EMNLP 2022

Visualizing the Obvious: A Concreteness-based Ensemble Model for Noun Property Prediction

Yue Yang, Artemis Panagopoulou, Marianna Apidianaki, Mark Yatskar, Chris Callison-Burch

Comments Findings of EMNLP 2022; The first two authors contributed equally

Journal ref Findings of EMNLP 2022

Retrieval Augmentation for Commonsense Reasoning: A Unified Approach

Wenhao Yu, Chenguang Zhu, Zhihan Zhang, Shuohang Wang, Zhuosheng Zhang, Yuwei Fang, Meng Jiang

Comments EMNLP 2022 (main)

Knowledge Transfer from Answer Ranking to Answer Generation

Matteo Gabburo, Rik Koncel-Kedziorski, Siddhant Garg, Luca Soldaini, Alessandro Moschitti

Comments Accepted at EMNLP 2022

Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings

Jian Zhu, Zuoyu Tian, Yadong Liu, Cong Zhang, Chia-wen Lo

Comments Findings of EMNLP 2022

EUREKA: EUphemism Recognition Enhanced through Knn-based methods and Augmentation

Sedrick Scott Keh, Rohit K. Bharadwaj, Emmy Liu, Simone Tedeschi, Varun Gangal, Roberto Navigli

Comments Accepted to EMNLP 2022 Figurative Language Workshop; first place for Euphemism Detection Shared Task. Code at https://github.com/sedrickkeh/EUREKA

Towards Pragmatic Production Strategies for Natural Language Generation Tasks

Mario Giulianelli

Comments In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022)

MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences

Wei Han, Hui Chen, Min-Yen Kan, Soujanya Poria

Comments Accepted as a long paper at EMNLP 2022

Realistic Data Augmentation Framework for Enhancing Tabular Reasoning

Dibyakanti Kumar, Vivek Gupta, Soumya Sharma, Shuo Zhang

Comments The 2022 Conference on Empirical Methods in Natural Language Processing

On the Transformation of Latent Space in Fine-Tuned NLP Models

Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Firoj Alam

Comments EMNLP 2022

Do Language Models Understand Measurements?

Sungjin Park, Seungwoo Ryu, Edward Choi

Comments Findings of EMNLP 2022

How "Multi" is Multi-Document Summarization?

Ruben Wolhandler, Arie Cattan, Ori Ernst, Ido Dagan

Comments EMNLP 2022

ComFact: A Benchmark for Linking Contextual Commonsense Knowledge

Silin Gao, Jena D. Hwang, Saya Kanno, Hiromi Wakaki, Yuki Mitsufuji, Antoine Bosselut

Comments Findings of EMNLP 2022, long paper

Towards Generalizable and Robust Text-to-SQL Parsing

Chang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li

Comments Findings of EMNLP 2022