IJCNLP 2023

158 papers

GrailQA++: A Challenging Zero-Shot Benchmark for Knowledge Base Question Answering

Ritam Dutt, Sopan Khosla, Vinayshekhar Bannihatti Kumar, Rashmi Gangadharaiah

Exploring the Impact of Training Data Distribution and Subword Tokenization on Gender Bias in Machine Translation

Bar Iluz, Tomasz Limisiewicz, Gabriel Stanovsky, David Mareček

Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction

Deepanway Ghosal, Somak Aditya, Monojit Choudhury

Implicit Affordance Acquisition via Causal Action–Effect Modeling in the Video Domain

Hsiu-Yu Yang, Carina Silberer

FiRo: Finite-context Indexing of Restricted Output Space for NLP Models Facing Noisy Input

Minh Nguyen, Nancy Chen

LexicoMatic: Automatic Creation of Multilingual Lexical-Semantic Dictionaries

Federico Martelli, Luigi Procopio, Edoardo Barba, Roberto Navigli

Benchmarking Procedural Language Understanding for Low-Resource Languages: A Case Study on Turkish

Arda Uzunoğlu, Gözde Şahin

Controllable Discovery of Intents: Incremental Deep Clustering Using Semi-Supervised Contrastive Learning

Mrinal Rawat, Hithesh Sankararaman, Victor Barres

Target-Aware Contextual Political Bias Detection in News

Iffat Maab, Edison Marrese-Taylor, Yutaka Matsuo

Semi-supervised News Discourse Profiling with Contrastive Learning

Ming Li, Ruihong Huang

Uncertainty Estimation for Debiased Models: Does Fairness Hurt Reliability?

Gleb Kuzmin, Artem Vazhentsev, Artem Shelmanov, Xudong Han, Simon Suster

Only 5% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation

Zihan Liu, Zewei Sun, Shanbo Cheng, Shujian Huang, Mingxuan Wang

Analyzing and Predicting Persistence of News Tweets

Maggie Liu, Jing Wang, Daniel Preoţiuc-Pietro

A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity

Yejin Bang, Samuel Cahyawijaya, Nayeon Lee, Wenliang Dai, Dan Su

Sentiment Aided Graph Attentive Contextualization for Task Oriented Negotiation Dialogue Generation

Aritra Raut, Sriparna Saha, Anutosh Maitra, Roshni Ramnani

Valla: Standardizing and Benchmarking Authorship Attribution and Verification Through Empirical Evaluation and Comparative Analysis

Jacob Tyo, Bhuwan Dhingra, Zachary C. Lipton

MedRedQA for Medical Consumer Question Answering: Dataset, Tasks, and Neural Baselines

Vincent Nguyen, Sarvnaz Karimi, Maciej Rybinski, Zhenchang Xing

A Review of Datasets for Aspect-based Sentiment Analysis

Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio

ConDA: Contrastive Domain Adaptation for AI-generated Text Detection

Amrita Bhattacharjee, Tharindu Kumarage, Raha Moraffah, Huan Liu

ProMap: Effective Bilingual Lexicon Induction via Language Model Prompting

Abdellah El Mekki, Muhammad Abdul-Mageed, ElMoatez Billah Nagoudi, Ismail Berrada, Ahmed Khoumsi

FastRAT: Fast and Efficient Cross-lingual Text-to-SQL Semantic Parsing

Pavlos Vougiouklis, Nikos Papasarantopoulos, Danna Zheng, David Tuckey, Chenxin Diao

Smoothing Entailment Graphs with Language Models

Nick McKenna, Tianyi Li, Mark Johnson, Mark Steedman

Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering Systems

Sagi Shaier, Kevin Bennett, Lawrence Hunter, Katharina Kann

Attacking Open-domain Question Answering by Injecting Misinformation

Liangming Pan, Wenhu Chen, Min-Yen Kan, William Yang Wang

Investigating Zero- and Few-shot Generalization in Fact Verification

Liangming Pan, Yunxiang Zhang, Min-Yen Kan

We Need to Talk About Classification Evaluation Metrics in NLP

Peter Vickers, Loic Barrault, Emilio Monti, Nikolaos Aletras

J-Guard: Journalism Guided Adversarially Robust Detection of AI-generated News

Tharindu Kumarage, Amrita Bhattacharjee, Djordje Padejski, Kristy Roschke, Dan Gillmor

Interactive-Chain-Prompting: Ambiguity Resolution for Crosslingual Conditional Generation with Interaction

Jonathan Pilault, Xavier Garcia, Arthur Bražinskas, Orhan Firat

One Sense per Translation

Bradley Hauer, Grzegorz Kondrak

Question Answer Generation in Bengali: Mitigating the scarcity of QA datasets in a low-resource language

Md Shihab Shahriar, Ahmad Al Fayad Chowdhury, Md. Amimul Ehsan, Abu Raihan Kamal

DisCGen: A Framework for Discourse-Informed Counterspeech Generation

Sabit Hassan, Malihe Alikhani

24-bit Languages

Yiran Wang, Taro Watanabe, Masao Utiyama, Yuji Matsumoto

Query Rewriting for Effective Misinformation Discovery

Ashkan Kazemi, Artem Abzaliev, Naihao Deng, Rui Hou, Scott A. Hale

Improving Neural Machine Translation with Offline Evaluations

Min-Kyung Park, Byung-Jun Lee

Rethinking the Role of Entity Type in Relation Classification

Xiang Dai, Sarvnaz Karimi, Stephen Wan

Assessment of Pre-Trained Models Across Languages and Grammars

Alberto Muñoz-Ortiz, David Vilares, Carlos Gómez-Rodríguez

Informative Evidence-guided Prompt-based Fine-tuning for English-Korean Critical Error Detection

DaHyun Jung, Sugyeong Eo, Chanjun Park, Hyeonseok Moon, Jaehyung Seo

Linguistic Productivity: the Case of Determiners in English

Raquel G. Alhama, Ruthe Foushee, Daniel Byrne, Allyson Ettinger, Susan Goldin-Meadow

Faithful Chain-of-Thought Reasoning

Qing Lyu, Shreya Havaldar, Adam Stein, Li Zhang, Delip Rao

Generating and Answering Simple and Complex Questions from Text and from Knowledge Graphs

Kelvin Han, Claire Gardent

Zero-shot Triplet Extraction by Template Infilling

Bosung Kim, Hayate Iso, Nikita Bhutani, Estevam Hruschka, Ndapa Nakashole

FollowupQG: Towards information-seeking follow-up question generation

Yan Meng, Liangming Pan, Yixin Cao, Min-Yen Kan

Reimagining Complaint Analysis: Adopting Seq2Path for a Generative Text-to-Text Framework

APOORVA SINGH, Raghav Jain, Sriparna Saha

A Multimodal Analysis of Influencer Content on Twitter

Danae Sánchez Villegas, Catalina Goanta, Nikolaos Aletras

Analysing Cross-Lingual Transfer in Low-Resourced African Named Entity Recognition

Michael Beukman, Manuel Fokam

Phylogeny-Inspired Soft Prompts For Data-to-Text Generation in Low-Resource Languages

William Soto Martinez, Yannick Parmentier, Claire Gardent

Human-Like Distractor Response in Vision-Language Model

Xiaonan Xu, Haoshuo Chen

Automatic Translation of Span-Prediction Datasets

Ofri Masad, Kfir Bar, Amir Cohen

MasakhaNEWS: News Topic Classification for African languages

David Ifeoluwa Adelani, Marek Masiak, Israel Abebe Azime, Jesujoba Alabi, Atnafu Lambebo Tonja

Conversation Style Transfer using Few-Shot Learning

Shamik Roy, Raphael Shu, Nikolaos Pappas, Elman Mansimov, Yi Zhang

On a Benefit of Masked Language Model Pretraining: Robustness to Simplicity Bias

Ting-Rui Chiang

SYNC: A Structurally Guided Hard Negative Curricula for Generalizable Neural Code Search

Atharva Naik, Soumitra Das, Jyothi Vedurada, Somak Aditya

RECESS: Resource for Extracting Cause, Effect, and Signal Spans

Fiona Anting Tan, Hansi Hettiarachchi, Ali Hürriyetoğlu, Nelleke Oostdijk, Tommaso Caselli

MCML: A Novel Memory-based Contrastive Meta-Learning Method for Few Shot Slot Tagging

Hongru Wang, Zezhong Wang, Wai Chung Kwan, Kam-Fai Wong

MQAG: Multiple-choice Question Answering and Generation for Assessing Information Consistency in Summarization

Potsawee Manakul, Adian Liusie, Mark Gales

SILVER: Self Data Augmentation for Out-of-Scope Detection in Dialogues

Chunpeng Ma, Takuya Makino

Don’t be Blind to Questions: Question-Oriented Math Word Problem Solving

Zhenwen Liang, Jipeng Zhang, Xiangliang Zhang

Toward Unified Controllable Text Generation via Regular Expression Instruction

Xin Zheng, Hongyu Lin, Xianpei Han, Le Sun