EACL 2023

712 papers

How Many Data Samples is an Additional Instruction Worth?

Ravsehaj Singh Puri, Swaroop Mishra, Mihir Parmar, Chitta Baral

Improving Unsupervised Out-of-domain detection through Pseudo Labeling and Learning

Byounghan Lee, Jaesik Kim, Junekyu Park, Kyung-ah Sohn

AmbiCoref: Evaluating Human and Model Sensitivity to Ambiguous Coreference

Yuewei Yuan, Chaitanya Malaviya, Mark Yatskar

Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion

Yi-An Lai, Elman Mansimov, Yuqing Xie, Yi Zhang

XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking

Han Zhou, Ignacio Iacobacci, Pasquale Minervini

Exploring Enhanced Code-Switched Noising for Pretraining in Neural Machine Translation

Vivek Iyer, Arturo Oncevay, Alexandra Birch

Benchmarking Long-tail Generalization with Likelihood Splits

Ameya Godbole, Robin Jia

How do decoding algorithms distribute information in dialogue responses?

Saranya Venkatraman, He He, David Reitter

DATScore: Evaluating Translation with Data Augmented Translations

Moussa Kamal Eddine, Guokan Shang, Michalis Vazirgiannis

Going beyond research datasets: Novel intent discovery in the industry setting

Aleksandra Chrabrowa, Tsimur Hadeliya, Dariusz Kajtoch, Robert Mroczkowski, Piotr Rybak

MLASK: Multimodal Summarization of Video-based News Articles

Mateusz Krubiński, Pavel Pecina

MultiFin: A Dataset for Multilingual Financial NLP

Rasmus Jørgensen, Oliver Brandt, Mareike Hartmann, Xiang Dai, Christian Igel

A Neural CRF-based Hierarchical Approach for Linear Text Segmentation

Inderjeet Nair, Aparna Garimella, Balaji Vasan Srinivasan, Natwar Modani, Niyati Chhaya

FedPerC: Federated Learning for Language Generation with Personal and Context Preference Embeddings

Andrew Silva, Pradyumna Tambwekar, Matthew Gombolay

PLACES: Prompting Language Models for Social Conversation Synthesis

Maximillian Chen, Alexandros Papangelis, Chenyang Tao, Seokhwan Kim, Andy Rosenbaum

Paparazzi: A Deep Dive into the Capabilities of Language and Vision Models for Grounding Viewpoint Descriptions

Henrik Voigt, Jan Hombeck, Monique Meuschke, Kai Lawonn, Sina Zarrieß

RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media

Somin Wadhwa, Vivek Khetan, Silvio Amir, Byron Wallace

Context Generation Improves Open Domain Question Answering

Dan Su, Mostofa Patwary, Shrimai Prabhumoye, Peng Xu, Ryan Prenger

Novel Feature Discovery for Task-Oriented Dialog Systems

Vinh Thinh Ho, Mohamed Soliman, Abdalghani Abujabal

Scalable Prompt Generation for Semi-supervised Learning with Language Models

Yuhang Zhou, Suraj Maharjan, Beiye Liu

Bridging the Gap between Native Text and Translated Text through Adversarial Learning: A Case Study on Cross-Lingual Event Extraction

Pengfei Yu, Jonathan May, Heng Ji

MUTANT: A Multi-sentential Code-mixed Hinglish Dataset

Rahul Gupta, Vivek Srivastava, Mayank Singh

It’s about Time: Rethinking Evaluation on Rumor Detection Benchmarks using Chronological Splits

Yida Mu, Kalina Bontcheva, Nikolaos Aletras

BanglaNLG and BanglaT5: Benchmarks and Resources for Evaluating Low-Resource Natural Language Generation in Bangla

Abhik Bhattacharjee, Tahmid Hasan, Wasi Uddin Ahmad, Rifat Shahriyar

Zero-Shot On-the-Fly Event Schema Induction

Rotem Dror, Haoyu Wang, Dan Roth

Detecting Contextomized Quotes in News Headlines by Contrastive Learning

Seonyeong Song, Hyeonho Song, Kunwoo Park, Jiyoung Han, Meeyoung Cha

A Multilingual Dataset of Racial Stereotypes in Social Media Conversational Threads

Tom Bourgeade, Alessandra Teresa Cignarella, Simona Frenda, Mario Laurent, Wolfgang Schmeisser-Nieto

Does Transliteration Help Multilingual Language Modeling?

Ibraheem Muhammad Moosa, Mahmud Elahi Akhter, Ashfia Binte Habib

Cross-Lingual Transfer of Cognitive Processing Complexity

Charlotte Pouw, Nora Hollenstein, Lisa Beinborn

Joint Word and Morpheme Segmentation with Bayesian Non-Parametric Models

Shu Okabe, François Yvon

Active Learning for Multilingual Semantic Parser

Zhuang Li, Gholamreza Haffari

Hierarchical Label Generation for Text Classification

Jingun Kwon, Hidetaka Kamigaito, Young-In Song, Manabu Okumura

Abstractive Document Summarization with Summary-length Prediction

Jingun Kwon, Hidetaka Kamigaito, Manabu Okumura

Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases

Santosh T.y.s.s, Oana Ichim, Matthias Grabmair

Task-specific Compression for Multi-task Language Models using Attribution-based Pruning

Nakyeong Yang, Yunah Jang, Hwanhee Lee, Seohyeong Jeong, Kyomin Jung

A Question of Style: A Dataset for Analyzing Formality on Different Levels

Elisabeth Eder, Ulrike Krieg-Holz, Michael Wiegand

Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features

Sishuo Chen, Wenkai Yang, Xiaohan Bi, Xu Sun

Bag of Tricks for In-Distribution Calibration of Pretrained Transformers

Jaeyoung Kim, Dongbin Na, Sungchul Choi, Sungbin Lim

Cloze Quality Estimation for Language Assessment

Zizheng Zhang, Masato Mita, Mamoru Komachi

Language-Aware Multilingual Machine Translation with Self-Supervised Learning

Haoran Xu, Jean Maillard, Vedanuj Goswami

SWING: Balancing Coverage and Faithfulness for Dialogue Summarization

Kung-Hsiang Huang, Siffi Singh, Xiaofei Ma, Wei Xiao, Feng Nan

Lexical Semantics with Large Language Models: A Case Study of English “break”

Erika Petersen, Christopher Potts

Paper Bullets: Modeling Propaganda with the Help of Metaphor

Daniel Baleato Rodríguez, Verna Dankers, Preslav Nakov, Ekaterina Shutova

Practical Takes on Federated Learning with Pretrained Language Models

Ankur Agarwal, Mehdi Rezagholizadeh, Prasanna Parthasarathi

Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models?

Jielin Qiu, William Han, Jiacheng Zhu, Mengdi Xu, Michael Rosenberg

Few-Shot Structured Policy Learning for Multi-Domain and Multi-Task Dialogues

Thibault Cordier, Tanguy Urvoy, Fabrice Lefèvre, Lina M. Rojas Barahona

Causal Reasoning of Entities and Events in Procedural Texts

Li Zhang, Hainiu Xu, Yue Yang, Shuyan Zhou, Weiqiu You

Reading and Reasoning over Chart Images for Evidence-based Automated Fact-Checking

Mubashara Akhtar, Oana Cocarascu, Elena Simperl

LED: A Dataset for Life Event Extraction from Dialogs

Yi-Pei Chen, An-Zi Yen, Hen-Hsen Huang, Hideki Nakayama, Hsin-Hsi Chen

Bridging the Gap between Pre-Training and Fine-Tuning for Commonsense Generation

Haoran Yang, Yan Wang, Piji Li, Wei Bi, Wai Lam

Gauging the Gap Between Human and Machine Text Simplification Through Analytical Evaluation of Simplification Strategies and Errors

Daichi Yamaguchi, Rei Miyata, Sayuka Shimada, Satoshi Sato

Sentence Identification with BOS and EOS Label Combinations

Takuma Udagawa, Hiroshi Kanayama, Issei Yoshida

PREME: Preference-based Meeting Exploration through an Interactive Questionnaire

Negar Arabzadeh, Ali Ahmadvand, Julia Kiseleva, Yang Liu, Ahmed Hassan Awadallah

ezCoref: Towards Unifying Annotation Guidelines for Coreference Resolution

Ankita Gupta, Marzena Karpinska, Wenlong Zhao, Kalpesh Krishna, Jack Merullo

CALM-Bench: A Multi-task Benchmark for Evaluating Causality-Aware Language Models

Dhairya Dalal, Paul Buitelaar, Mihael Arcan

Improving Retrieval Augmented Neural Machine Translation by Controlling Source and Fuzzy-Match Interactions

Cuong Hoang, Devendra Sachan, Prashant Mathur, Brian Thompson, Marcello Federico

Augmenting pre-trained language models with audio feature embedding for argumentation mining in political debates

Rafael Mestre, Stuart E. Middleton, Matt Ryan, Masood Gheasi, Timothy Norman

MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages

Zhiruo Wang, Grace Cuenca, Shuyan Zhou, Frank F. Xu, Graham Neubig

Infusing Context and Knowledge Awareness in Multi-turn Dialog Understanding

Ting-Wei Wu, Biing-Hwang Juang

PePe: Personalized Post-editing Model utilizing User-generated Post-edits

Jihyeon Lee, TaeHee Kim, Yunwon Tae, Cheonbok Park, Jaegul Choo

Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing

Francesco Cazzaro, Davide Locatelli, Ariadna Quattoni, Xavier Carreras

A corpus of metaphors as register markers

Markus Egg, Valia Kordoni

Plan-then-Seam: Towards Efficient Table-to-Text Generation

Liang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma

Active PETs: Active Data Annotation Prioritisation for Few-Shot Claim Verification with Pattern Exploiting Training

Xia Zeng, Arkaitz Zubiaga

Implicit Temporal Reasoning for Evidence-Based Fact-Checking

Liesbeth Allein, Marlon Saelens, Ruben Cartuyvels, Marie-Francine Moens

Revisiting Intermediate Layer Distillation for Compressing Language Models: An Overfitting Perspective

Jongwoo Ko, Seungjoon Park, Minchan Jeong, Sukjin Hong, Euijai Ahn

FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering

Weizhe Lin, Zhilin Wang, Bill Byrne

Learning the Effects of Physical Actions in a Multi-modal Environment

Gautier Dagan, Frank Keller, Alex Lascarides

Data-Efficient Methods For Improving Hate Speech Detection

Sumegh Roychowdhury, Vikram Gupta

CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm

Hongming Zhang, Yintong Huo, Yanai Elazar, Yangqiu Song, Yoav Goldberg

Entity-Aware Dual Co-Attention Network for Fake News Detection

Sin-han Yang, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen

ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation

Wanrong Zhu, Xin Wang, An Yan, Miguel Eckstein, William Yang Wang

Visualize Before You Write: Imagination-Guided Open-Ended Text Generation

Wanrong Zhu, An Yan, Yujie Lu, Wenda Xu, Xin Wang

Improving Numeracy by Input Reframing and Quantitative Pre-Finetuning Task

Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao

Fighting FIRe with FIRE: Assessing the Validity of Text-to-Video Retrieval Benchmarks

Pedro Rodriguez, Mahmoud Azab, Becka Silvert, Renato Sanchez, Linzy Labson

Self-Supervised Unimodal Label Generation Strategy Using Recalibrated Modality Representations for Multimodal Sentiment Analysis

Yewon Hwang, Jong-Hwan Kim

Using Punctuation as an Adversarial Attack on Deep Learning-Based NLP Systems: An Empirical Study

Brian Formento, Chuan Sheng Foo, Luu Anh Tuan, See Kiong Ng

Privacy-Preserving Natural Language Processing

Ivan Habernal, FatemehSadat Mireshghallah, Patricia Thaine, Sepideh Ghanavati, Oluwaseyi Feyisetan

AutoML for NLP

Kevin Duh, Xuan Zhang

Understanding Ethics in NLP Authoring and Reviewing

Luciana Benotti, Karën Fort, Min-Yen Kan, Yulia Tsvetkov

Summarization of Dialogues and Conversations At Scale

Diyi Yang, Chenguang Zhu

Emotion Analysis from Texts

Sanja Štajner, Roman Klinger

Mining, Assessing, and Improving Arguments in NLP and the Social Sciences

Gabriella Lapesa, Eva Maria Vecchi, Serena Villata, Henning Wachsmuth

Addressing Domain Changes in Task-oriented Conversational Agents through Dialogue Adaptation

Tiziano Labruna, Bernardo Magnini

Theoretical Conditions and Empirical Failure of Bracket Counting on Long Sequences with Linear Recurrent Networks

Nadine El-Naggar, Pranava Madhyastha, Tillman Weyde

Towards Automatic Grammatical Error Type Classification for Turkish

Harun Uz, Gülşen Eryiǧit

Diverse Content Selection for Educational Question Generation

Amir Hadifar, Semere Kiros Bitew, Johannes Deleu, Véronique Hoste, Chris Develder

Automatic Dialog Flow Extraction and Guidance

Patrícia Ferreira

Clinical Text Anonymization, its Influence on Downstream NLP Tasks and the Risk of Re-Identification

Iyadh Ben Cheikh Larbi, Aljoscha Burchardt, Roland Roller

Template-guided Grammatical Error Feedback Comment Generation

Steven Coyne

Polite Chatbot: A Text Style Transfer Application

Sourabrata Mukherjee, Vojtěch Hudeček, Ondřej Dušek

Improving and Simplifying Template-Based Named Entity Recognition

Murali Kondragunta, Olatz Perez-de-Vinaspre, Maite Oronoz

A Unified Framework for Emotion Identification and Generation in Dialogues

Avinash Madasu, Mauajama Firdaus, Asif Ekbal

Which One Are You Referring To? Multimodal Object Identification in Situated Dialogue

Holy Lovenia, Samuel Cahyawijaya, Pascale Fung

Development of pre-trained language models for clinical NLP in Spanish

Claudio Aracena, Jocelyn Dunstan

GAP-Gen: Guided Automatic Python Code Generation

Junchen Zhao, Yurun Song, Junlin Wang, Ian Harris

Towards Generation and Recognition of Humorous Texts in Portuguese

Marcio Lima Inacio, Hugo Gonçalo Oliveira

Incorporating Dropped Pronouns into Coreference Resolution: The case for Turkish

Tuğba Pamay Arslan, Gülşen Eryiǧit

Revealing Weaknesses of Vietnamese Language Models Through Unanswerable Questions in Machine Reading Comprehension

Son Quoc Tran, Phong Nguyen-Thuan Do, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen

DAVE: Differential Diagnostic Analysis Automation and Visualization from Clinical Notes

Hadi Hamoud, Fadi Zaraket, Chadi Abou Chakra, Mira Dankar