IJCNLP 2023

158 papers

STRONG – Structure Controllable Legal Opinion Summary Generation

Yang Zhong, Diane Litman

Supervised Clustering Loss for Clustering-Friendly Sentence Embeddings: an Application to Intent Clustering

Giorgio Barnabò, Antonio Uva, Sandro Pollastrini, Chiara Rubagotti, Davide Bernardi

What Learned Representations and Influence Functions Can Tell Us About Adversarial Examples

Shakila Mahjabin Tonni, Mark Dras

Few-shot Named Entity Recognition with Supported and Dependent Label Representations

Yasuhide Miura, Takumi Takahashi

A Text-to-Text Model for Multilingual Offensive Language Identification

Tharindu Ranasinghe, Marcos Zampieri

Exploring the Use of Large Language Models for Reference-Free Text Quality Evaluation: An Empirical Study

Yi Chen, Rui Wang, Haiyun Jiang, Shuming Shi, Ruifeng Xu

Few-Shot Adaptation for Parsing Contextual Utterances with LLMs

Kevin Lin, Patrick Xia, Hao Fang

Mixing It Up: Inducing Empathy and Politeness using Multiple Behaviour-aware Generators for Conversational Systems

Mauajama Firdaus, Priyanshu Priya, Asif Ekbal

Mitigating Word Bias in Zero-shot Prompt-based Classifiers

Adian Liusie, Potsawee Manakul, Mark Gales

IndIE: A Multilingual Open Information Extraction Tool For Indic Languages

Ritwik Mishra, Simranjeet Singh, Rajiv Ratn Shah, Ponnurangam Kumaraguru, Pushpak Bhattacharyya

Interactively Learning Social Media Representations Improves News Source Factuality Detection

Nikhil Mehta, Dan Goldwasser

GECTurk: Grammatical Error Correction and Detection Dataset for Turkish

Atakan Kara, Farrin Marouf Sofian, Andrew Bond, Gözde Şahin

Privacy Adhering Machine Un-learning in NLP

Vinayshekhar Bannihatti Kumar, Rashmi Gangadharaiah, Dan Roth

Temporal Relation Classification in Hebrew

Guy Yanko, Shahaf Pariente, Kfir Bar

Template Filling for Controllable Commonsense Reasoning

Dheeraj Rajagopal, Vivek Khetan, Bogdan Sacaleanu, Anatole Gershman, Andrew E. Fano Fano

My Boli: Code-mixed Marathi-English Corpora, Pretrained Language Models and Evaluation Benchmarks

Tanmay Chavan, Omkar Gokhale, Aditya Kane, Shantanu Patankar, Raviraj Joshi

A Comprehensive Neural and Behavioral Task Taxonomy Method for Transfer Learning in NLP

Yunhao Zhang, Chong Li, Xiaohan Zhang, Xinyi Dong, Shaonan Wang

Improving Machine Reading Comprehension through A Simple Masked-Training Scheme

Xun Yao, Junlong Ma, Xinrong Hu, jie Yang, Yuan-Fang Li

Multi-Target Semantic Parsing with Collaborative Deliberation Network

Xiang Li, Fangyu Lei, Shizhu He, Kang Liu, Jun Zhao

Large Language Models and Low-Resource Languages: An Examination of Armenian NLP

Hayastan Avetisyan, David Broneske

A Novel Information Theoretic Objective to Disentangle Representations for Fair Classification

Pierre Colombo, Nathan Noiry, Guillaume Staerman, Pablo Piantanida

The Glass Ceiling of Automatic Evaluation in Natural Language Generation

Pierre Colombo, Maxime Peyrard, Nathan Noiry, Robert West, Pablo Piantanida

Knowledge Injection with Perturbation-based Constrained Attention Network for Word Sense Disambiguation

Fumiyo Fukumoto, Shou Asakawa

Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation

Chenyang Huang, Fei Huang, Zaixiang Zheng, Osmar Zaïane, Hao Zhou

Context Helps Determine Spatial Knowledge from Tweets

Zhaomin Xiao, Yan Huang, Eduardo Blanco

Predicting Terms in IS-A Relations with Pre-trained Transformers

Irina Nikishina, Polina Chernomorchenko, Anastasiia Demidova, Alexander Panchenko, Chris Biemann

Unsupervised Multi-document Summarization with Holistic Inference

Haopeng Zhang, SangWoo Cho, Kaiqiang Song, Xiaoyang Wang, Hongwei Wang

Joint Representations of Text and Knowledge Graphs for Retrieval and Evaluation

Teven Le Scao, Claire Gardent

Location Aware Modular Biencoder for Tourism Question Answering

Haonan Li, Martin Tomko, Timothy Baldwin

PhraseSumm: Abstractive Short Phrase Summarization

Kasturi Bhattacharjee, Kathleen McKeown, Rashmi Gangadharaiah

A Neighbourhood-Aware Differential Privacy Mechanism for Static Word Embeddings

Danushka Bollegala, Shuichi Otake, Tomoya Machide, Ken-Ichi Kawarabayashi

Learning to Diversify Neural Text Generation via Degenerative Model

Jimin Hong, ChaeHun Park, Jaegul Choo

Improving Query-Focused Meeting Summarization with Query-Relevant Knowledge

Tiezheng Yu, Ziwei Ji, Pascale Fung

PRiSM: Enhancing Low-Resource Document-Level Relation Extraction with Relation-Aware Score Calibration

Minseok Choi, Hyesu Lim, Jaegul Choo

SPEC5G: A Dataset for 5G Cellular Network Protocol Analysis

Imtiaz Karim, Kazi Samin Mubasshir, Mirza Masfiqur Rahman, Elisa Bertino

Named Entity Recognition via Machine Reading Comprehension: A Multi-Task Learning Approach

Yibo Wang, Wenting Zhao, Yao Wan, Zhongfen Deng, Philip Yu

Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables

Wenting Zhao, Ye Liu, Yao Wan, Yibo Wang, Zhongfen Deng

ERNIE-Music: Text-to-Waveform Music Generation with Diffusion Models

Pengfei Zhu, Chao Pang, Yekun Chai, Lei Li, Shuohuan Wang

WAMP: Writing, Annotation, and Marking Platform

Geonsik Moon, Muhammad Reza Qorib, Daniel Dahlmeier, Hwee Tou Ng

IFAN: An Explainability-Focused Interaction Framework for Humans and NLP Models

Edoardo Mosca, Daryna Dementieva, Tohid Ebrahim Ajdari, Maximilian Kummeth, Kirill Gringauz

SAINE: Scientific Annotation and Inference Engine of Scientific Research

Susie Xi Rao, Yilei Tu, Peter H. Egger

mahaNLP: A Marathi Natural Language Processing Library

Vidula Magdum, Omkar Jayant Dhekane, Sharayu Sandeep Hiwarkhedkar, Saloni Sunil Mittal, Raviraj Joshi

LambdaKG: A Library for Pre-trained Language Model-Based Knowledge Graph Embeddings

Xin Xie, Zhoubo Li, Xiaohan Wang, Zekun Xi, Ningyu Zhang

Turning Whisper into Real-Time Transcription System

Dominik Macháček, Raj Dabre, Ondřej Bojar

CustodiAI: A System for Predicting Child Custody Outcomes

Yining Juan, Chung-Chi Chen, Hsin-Hsi Chen, Daw-Wei Wang

TRAVID: An End-to-End Video Translation Framework

Prottay Kumar Adhikary, Bandaru Sugandhi, Subhojit Ghimire, Santanu Pal, Partha Pakray

Developing State-Of-The-Art Massively Multilingual Machine Translation Systems for Related Languages

Jay Gala, Pranjal A. Chitale, Raj Dabre

Learning WHO Saying WHAT to WHOM in Multi-Party Conversations

Jia-Chen Gu, Zhuosheng Zhang, Zhen-Hua Ling

Editing Large Language Models

Ningyu Zhang, Yunzhi Yao, Shumin Deng

Practical Tools from Domain Adaptation for Designing Inclusive, Equitable, and Robust Generative AI

Anthony Sicilia, Malihe Alikhani

Current Status of NLP in South East Asia with Insights from Multilingualism and Language Diversity

Alham Fikri Aji, Jessica Zosa Forde, Alyssa Marie Loo, Lintang Sutawika, Skyler Wang

Language and Robotics: Toward Building Robots Coexisting with Human Society Using Language Interface

Yutaka Nakamura, Shuhei Kurita, Koichiro Yoshino

Evaluating Large Language Models’ Understanding of Financial Terminology via Definition Modeling

James Jhirad, Edison Marrese-Taylor, Yutaka Matsuo

Graph-Enriched Biomedical Language Models: A Research Proposal

Andrey Sakhovskiy, Alexander Panchenko, Elena Tutubalina

Modeling Collaborative Dialogue in Minecraft with Action-Utterance Model

Takuma Ichikawa, Ryuichiro Higashinaka

Long-form Simultaneous Speech Translation: Thesis Proposal

Peter Polák

Rethinking Response Evaluation from Interlocutor’s Eye for Open-Domain Dialogue Systems

Yuma Tsuta, Naoki Yoshinaga, Shoetsu Sato, Masashi Toyoda

Speech Synthesis Model Based on Face Landmarks

Chenji Jin, Yoshimi Suzuki, Fei Lin

Intermediate-Task Transfer Learning for Peer Review Score Prediction

Panitan Muangkammuen, Fumiyo Fukumoto, Jiyi Li, Yoshimi Suzuki

Style-sensitive Sentence Embeddings for Evaluating Similarity in Speech Style of Japanese Sentences by Contrastive Learning

Yuki Zenimoto, Shinzan Komata, Takehito Utsuro

Exploring Automatic Evaluation Methods based on a Decoder-based LLM for Text Generation

Tomohito Kasahara, Daisuke Kawahara

Gender Inflected or Bias Inflicted: On Using Grammatical Gender Cues for Bias Evaluation in Machine Translation

Pushpdeep Singh

An Investigation of Warning Erroneous Chat Translations in Cross-lingual Communication

Yunmeng Li, Jun Suzuki, Makoto Morishita, Kaori Abe, Kentaro Inui

Cross-lingual Transfer Learning for Javanese Dependency Parsing

Fadli Aulawi Al Ghiffari, Ika Alfina, Kurniawati Azizah

It’s not only What You Say, It’s also Who It’s Said to: Counterfactual Analysis of Interactive Behavior in the Courtroom

Biaoyan Fang, Trevor Cohn, Timothy Baldwin, Lea Frermann

Are Machine Reading Comprehension Systems Robust to Context Paraphrasing?

Yulong Wu, Viktor Schlegel, Riza Batista-Navarro

Borderless Azerbaijani Processing: Linguistic Resources and a Transformer-based Approach for Azerbaijani Transliteration

Reihaneh Zohrabi, Mostafa Masumi, Omid Ghahroodi, Parham AbedAzad, Hamid Beigy

The Language Model, Resources, and Computational Pipelines for the Under-Resourced Iranian Azerbaijani

Marzia Nouri, Mahsa Amani, Reihaneh Zohrabi, Ehsaneddin Asgari

Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense Retrieval

Nengzheng Jin, Dongfang Li, Junying Chen, Joanna Siebert, Qingcai Chen

Perplexity-Driven Case Encoding Needs Augmentation for CAPITALIZATION Robustness

Rohit Jain, Huda Khayrallah, Roman Grundkiewicz, Marcin Junczys-Dowmunt

Theia: Weakly Supervised Multimodal Event Extraction from Incomplete Data

Farhad Moghimifar, Fatemeh Shiri, Van Nguyen, Yuan-Fang Li, Gholamreza Haffari

All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm

Jiangshu Du, Congying Xia, Wenpeng Yin, Tingting Liang, Philip Yu

Incorporating Singletons and Mention-based Features in Coreference Resolution via Multi-task Learning for Better Generalization

Yilun Zhu, Siyao Peng, Sameer Pradhan, Amir Zeldes

Who Are All The Stochastic Parrots Imitating? They Should Tell Us!

Sagi Shaier, Lawrence Hunter, Katharina Kann

Minimum Bayes’ Risk Decoding for System Combination of Grammatical Error Correction Systems

Vyas Raina, Mark Gales

Efficient Zero-Shot Cross-lingual Inference via Retrieval

Genta Winata, Lingjue Xie, Karthik Radhakrishnan, Yifan Gao, Daniel Preoţiuc-Pietro

Can You Translate for Me? Code-Switched Machine Translation with Large Language Models

Jyotsana Khatri, Vivek Srivastava, Lovekesh Vig

Issues Surrounding the Use of ChatGPT in Similar Languages: The Case of Malay and Indonesian

Hiroki Nomoto

Learning a Better Initialization for Soft Prompts via Meta-Learning

Yukun Huang, Kun Qian, Zhou Yu

On the Challenges of Fully Incremental Neural Dependency Parsing

Ana Ezquerro, Carlos Gómez-Rodríguez, David Vilares

Do the Benefits of Joint Models for Relation Extraction Extend to Document-level Tasks?

Pratik Saini, Tapas Nayak, Indrajit Bhattacharya

Enhancing Volatility Forecasting in Financial Markets: A General Numeral Attachment Dataset for Understanding Earnings Calls

Ming-Xuan Shi, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen

The Impact of Debiasing on the Performance of Language Models in Downstream Tasks is Underestimated

Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki

SQUARE: Automatic Question Answering Evaluation using Multiple Positive and Negative References

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

Learning to Predict Concept Ordering for Common Sense Generation

Tianhui Zhang, Danushka Bollegala, Bei Peng

Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer

Fei Wang, Kuan-Hao Huang, Kai-Wei Chang, Muhao Chen

VACASPATI: A Diverse Corpus of Bangla Literature

Pramit Bhattacharyya, Joydeep Mondal, Subhadip Maji, Arnab Bhattacharya

PACT: Pretraining with Adversarial Contrastive Learning for Text Classification

Md Tawkat Islam Khondaker, Muhammad Abdul-Mageed, Laks Lakshmanan, V.S.

Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification

Daryna Dementieva, Daniil Moskovskiy, David Dale, Alexander Panchenko

Reranking for Natural Language Generation from Logical Forms: A Study based on Large Language Models

Levon Haroutunian, Zhuang Li, Lucian Galescu, Philip Cohen, Raj Tumuluri

KoBigBird-large: Transformation of Transformer for Korean Language Understanding

Kisu Yang

Self-Consistent Narrative Prompts on Abductive Natural Language Inference

Chunkit Chan, Xin Liu, Tsz Ho Chan, Jiayang Cheng, Yangqiu Song

Examining Consistency of Visual Commonsense Reasoning based on Person Grounding

Huiju Kim, Youjin Kang, SangKeun Lee

Retrieval Augmented Generation with Rich Answer Encoding

Wenyu Huang, Mirella Lapata, Pavlos Vougiouklis, Nikos Papasarantopoulos, Jeff Pan

Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method

Xuan Zhang, Wei Gao

PICK: Polished & Informed Candidate Scoring for Knowledge-Grounded Dialogue Systems

Bryan Wilie, Yan Xu, Willy Chung, Samuel Cahyawijaya, Holy Lovenia

Generation of Korean Offensive Language by Leveraging Large Language Models via Prompt Design

Jisu Shin, Hoyun Song, Huije Lee, Fitsum Gaim, Jong Park

The Persuasive Memescape: Understanding Effectiveness and Societal Implications of Internet Memes

Gitanjali Kumari, Pranali Shinde, Asif Ekbal

NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages

Samuel Cahyawijaya, Holy Lovenia, Fajri Koto, Dea Adhista, Emmanuel Dave

Model-based Subsampling for Knowledge Graph Completion

Xincan Feng, Hidetaka Kamigaito, Katsuhiko Hayashi, Taro Watanabe