EMNLP 2023

2,732 papers

The student becomes the master: Outperforming GPT3 on Scientific Factual Error Correction

Dhananjay Ashok, Atharva Kulkarni, Hai Pham, Barnabás Póczos

Explore the Way: Exploring Reasoning Path by Bridging Entities for Effective Cross-Document Relation Extraction

Junyoung Son, JINSUNG KIM, Jungwoo Lim, Yoonna Jang, Heuiseok Lim

Comparing Prompt-Based and Standard Fine-Tuning for Urdu Text Classification

Faizad Ullah, Ubaid Azam, Ali Faheem, Faisal Kamiran, Asim Karim

Temporal Extrapolation and Knowledge Transfer for Lifelong Temporal Knowledge Graph Reasoning

Zhongwu Chen, Chengjin Xu, Fenglong Su, Zhen Huang, Yong Dou

Retrieval-Augmented Few-shot Text Classification

Guoxin Yu, Lemao Liu, Haiyun Jiang, Shuming Shi, Xiang Ao

Towards General Error Diagnosis via Behavioral Testing in Machine Translation

Junjie Wu, Lemao Liu, Dit-Yan Yeung

INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models

H S V N S Kowndinya Renduchintala, Krishnateja Killamsetty, Sumit Bhatia, Milan Aggarwal, Ganesh Ramakrishnan

The Iron(ic) Melting Pot: Reviewing Human Evaluation in Humour, Irony and Sarcasm Generation

Tyler Loakman, Aaron Maladry, Chenghua Lin

InstructoR: Instructing Unsupervised Conversational Dense Retrieval with Large Language Models

Zhuoran jin, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao

PerturbScore: Connecting Discrete and Continuous Perturbations in NLP

Linyang Li, Ke Ren, Yunfan Shao, Pengyu Wang, Xipeng Qiu

Unmasking the Hidden Meaning: Bridging Implicit and Explicit Hate Speech Embedding Representations

Nicolás Benjamín Ocampo, Elena Cabrio, Serena Villata

Mitigating Biases in Hate Speech Detection from A Causal Perspective

Zhehao Zhang, Jiaao Chen, Diyi Yang

From Chaos to Clarity: Claim Normalization to Empower Fact-Checking

Megha Sundriyal, Tanmoy Chakraborty, Preslav Nakov

Toward Joint Language Modeling for Speech Units and Text

Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu, Karen Livescu, Arun Babu

MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering

Mahmoud Khademi, Ziyi Yang, Felipe Frujeri, Chenguang Zhu

Inverse Reinforcement Learning for Text Summarization

Yu Fu, Deyi Xiong, Yue Dong

DialogQAE: N-to-N Question Answer Pair Extraction from Customer Service Chatlog

Xin Zheng, Tianyu Liu, Haoran Meng, Xu Wang, Yufan Jiang

GPT Deciphering Fedspeak: Quantifying Dissent Among Hawks and Doves

Denis Peskoff, Adam Visokay, Sander Schulhoff, Benjamin Wachspress, Alan Blinder

Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements

Yushan Qian, Weinan Zhang, Ting Liu

Dynamic Stance: Modeling Discussions by Labeling the Interactions

Blanca Figueras, Irene Baucells, Tommaso Caselli

Inductive Relation Inference of Knowledge Graph Enhanced by Ontology Information

Wentao Zhou, Jun Zhao, Tao Gui, Qi Zhang, Xuanjing Huang

Late Fusion of Transformers for Sentiment Analysis of Code-Switched Data

Gagan Sharma, R Chinmay, Raksha Sharma

TK-KNN: A Balanced Distance-Based Pseudo Labeling Approach for Semi-Supervised Intent Classification

Nicholas Botzer, David Vázquez, Tim Weninger, Issam Laradji

DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text

Shuaiyi Li, Yang Deng, Wai Lam

Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset

Haoyi Wu, Wenyang Hui, Yezeng Chen, Weiqi Wu, Kewei Tu

Evaluating the Knowledge Base Completion Potential of GPT

Blerta Veseli, Simon Razniewski, Jan-Christoph Kalo, Gerhard Weikum

Schema-adaptable Knowledge Graph Construction

Hongbin Ye, Honghao Gui, Xin Xu, Xi Chen, Huajun Chen

Discovering Highly Influential Shortcut Reasoning: An Automated Template-Free Approach

Daichi Haraguchi, Kiyoaki Shirai, Naoya Inoue, Natthawut Kertkeidkachorn

How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval

Sheng-Chieh Lin, Akari Asai, Minghan Li, Barlas Oguz, Jimmy Lin

From Relevance to Utility: Evidence Retrieval with Feedback for Fact Verification

Hengran Zhang, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Yixing Fan

Intra-Event and Inter-Event Dependency-Aware Graph Network for Event Argument Extraction

Hao Li, Yanan Cao, Yubing Ren, Fang Fang, Lanxue Zhang

When it Rains, it Pours: Modeling Media Storms and the News Ecosystem

Benjamin Litterer, David Jurgens, Dallas Card

Retrieval-Augmented Parsing for Complex Graphs by Exploiting Structure and Uncertainty

Zi Lin, Quan Yuan, Panupong Pasupat, Jeremiah Liu, Jingbo Shang

Efficient Continue Training of Temporal Language Model with Structural Information

Zhaochen Su, Juntao Li, Zikang Zhang, Zihan Zhou, Min Zhang

Strong and Efficient Baselines for Open Domain Conversational Question Answering

Andrei C. Coman, Gianni Barlacchi, Adrià de Gispert

Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models

Haoran Wang, Kai Shu

Narrative Order Aware Story Generation via Bidirectional Pretraining Model with Optimal Transport Reward

Zhicong Lu, Li Jin, Guangluan Xu, Linmei Hu, Nayu Liu

Improving Speech Translation by Fusing Speech and Text

Wenbiao Yin, Zhicheng Liu, Chengqi Zhao, Tao Wang, Jian Tong

Responsible AI Considerations in Text Summarization Research: A Review of Current Practices

Yu Lu Liu, Meng Cao, Su Lin Blodgett, Jackie Chi Kit CHEUNG, Alexandra Olteanu

Uncovering the Root of Hate Speech: A Dataset for Identifying Hate Instigating Speech

Hyoungjun Park, Ho Shim, Kyuhan Lee

Finding Support Examples for In-Context Learning

Xiaonan Li, Xipeng Qiu

GlotLID: Language Identification for Low-Resource Languages

Amir Hossein Kargaran, Ayyoob Imani, François Yvon, Hinrich Schuetze

MultiCMET: A Novel Chinese Benchmark for Understanding Multimodal Metaphor

Dongyu Zhang, Jingwei Yu, Senyuan Jin, Liang Yang, Hongfei Lin

From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction

Quzhe Huang, Yanxi Zhang, Dongyan Zhao

Probing LLMs for hate speech detection: strengths and vulnerabilities

Sarthak Roy, Ashish Harshvardhan, Animesh Mukherjee, Punyajoy Saha

DeCrisisMB: Debiased Semi-Supervised Learning for Crisis Tweet Classification via Memory Bank

Henry Peng Zou, Yue Zhou, Weizhi Zhang, Cornelia Caragea

GBT: Generative Boosting Training Approach for Paraphrase Identification

Rui Peng, Zhiling Jin, Yu Hong

NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models

Jongwoo Ko, Seungjoon Park, Yujin Kim, Sumyeong Ahn, Du-Seong Chang

Visual Elements Mining as Prompts for Instruction Learning for Target-Oriented Multimodal Sentiment Classification

Bin Yang, Jinlong Li

Domain Private Transformers for Multi-Domain Dialog Systems

Anmol Kabra, Ethan Elenberg

A Unified Framework for Synaesthesia Analysis

Kun Sheng, Zhongqing Wang, Qingqing Zhao, Xiaotong Jiang, Guodong Zhou

Grammatical Error Correction via Mixed-Grained Weighted Training

Jiahao Li, Quan Wang, Chiwei Zhu, Zhendong Mao, Yongdong Zhang

Distilling ChatGPT for Explainable Automated Student Answer Assessment

Jiazheng Li, Lin Gui, Yuxiang Zhou, David West, Cesare Aloisi

Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting

Fanghua Ye, Meng Fang, Shenghui Li, Emine Yilmaz

Transformer Working Memory Enables Regular Language Reasoning And Natural Language Length Extrapolation

Ta-Chung Chi, Ting-Han Fan, Alexander Rudnicky, Peter Ramadge

Towards Multilingual Interlinear Morphological Glossing

Shu Okabe, François Yvon

Miracle: Towards Personalized Dialogue Generation with Latent-Space Multiple Personal Attribute Control

Zhenyi Lu, Wei Wei, Xiaoye Qu, Xian-Ling Mao, Dangyang Chen

CCSRD: Content-Centric Speech Representation Disentanglement Learning for End-to-End Speech Translation

Xiaohu Zhao, Haoran Sun, Yikun Lei, Shaolin Zhu, Deyi Xiong

Aligning Language Models to User Opinions

EunJeong Hwang, Bodhisattwa Majumder, Niket Tandon

Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP

Hyuhng Kim, Hyunsoo Cho, Sang-Woo Lee, Junyeob Kim, Choonghyun Park

A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization

Chenhui Shen, Liying Cheng, Xuan-Phi Nguyen, Yang You, Lidong Bing

Co2PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning

Xiangjue Dong, Ziwei Zhu, Zhuoer Wang, Maria Teleki, James Caverlee

Learning to Correct Noisy Labels for Fine-Grained Entity Typing via Co-Prediction Prompt Tuning

Minghao Tang, Yongquan He, Yongxiu Xu, Hongbo Xu, Wenyuan Zhang

ASSERT: Automated Safety Scenario Red Teaming for Evaluating the Robustness of Large Language Models

Alex Mei, Sharon Levy, William Wang

Investigating Online Community Engagement through Stancetaking

Jai Aggarwal, Brian Diep, Julia Watson, Suzanne Stevenson

Visual Storytelling with Question-Answer Plans

Danyang Liu, Mirella Lapata, Frank Keller

Towards a Unified Framework for Reference Retrieval and Related Work Generation

Zhengliang Shi, Shen Gao, Zhen Zhang, Xiuying Chen, Zhumin Chen

Sparse Black-Box Multimodal Attack for Vision-Language Adversary Generation

Zhen Yu, Zhou Qin, Zhenhua Chen, Meihui Lian, Haojun Fu

NERvous About My Health: Constructing a Bengali Medical Named Entity Recognition Dataset

Alvi Khan, Fida Kamal, Nuzhat Nower, Tasnim Ahmed, Sabbir Ahmed

Representativeness as a Forgotten Lesson for Multilingual and Code-switched Data Collection and Preparation

A. Seza Doğruöz, Sunayana Sitaram, Zheng Xin Yong

Prompt-Based Editing for Text Style Transfer

Guoqing Luo, Yu Han, Lili Mou, Mauajama Firdaus

HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science

Yu Song, Santiago Miret, Huan Zhang, Bang Liu

Unsupervised Candidate Answer Extraction through Differentiable Masker-Reconstructor Model

Zhuoer Wang, Yicheng Wang, Ziwei Zhu, James Caverlee

Measuring and Narrowing the Compositionality Gap in Language Models

Ofir Press, Muru Zhang, Sewon Min, Ludwig Schmidt, Noah Smith

Disentangling Structure and Style: Political Bias Detection in News by Inducing Document Hierarchy

Jiwoo Hong, Yejin Cho, Jiyoung Han, Jaemin Jung, James Thorne

Topic-Informed Dialogue Summarization using Topic Distribution and Prompt-based Modeling

Jaeah You, Youngjoong Ko

Large-Scale and Multi-Perspective Opinion Summarization with Diverse Review Subsets

Han Jiang, Rui Wang, Zhihua Wei, Yu Li, Xinpeng Wang

Enhancing Reasoning Capabilities by Instruction Learning and Chain-of-Thoughts for Implicit Discourse Relation Recognition

Yuxiang Lu, Yu Hong, Zhipang Wang, Guodong Zhou

Towards Making the Most of ChatGPT for Machine Translation

Keqin Peng, Liang Ding, Qihuang Zhong, Li Shen, Xuebo Liu

MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems

Jakub Macina, Nico Daheim, Sankalan Chowdhury, Tanmay Sinha, Manu Kapur

xDial-Eval: A Multilingual Open-Domain Dialogue Evaluation Benchmark

Chen Zhang, Luis D’Haro, Chengguang Tang, Ke Shi, Guohua Tang

Adapting Pretrained Text-to-Text Models for Long Text Sequences

Wenhan Xiong, Anchit Gupta, Shubham Toshniwal, Yashar Mehdad, Scott Yih

Self-Supervised Behavior Cloned Transformers are Path Crawlers for Text Games

Ruoyao Wang, Peter Jansen

Values, Ethics, Morals? On the Use of Moral Concepts in NLP Research

Karina Vida, Judith Simon, Anne Lauscher

Decomposing Complex Queries for Tip-of-the-tongue Retrieval

Kevin Lin, Kyle Lo, Joseph Gonzalez, Dan Klein

ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction

Yaorui Shi, An Zhang, Enzhi Zhang, Zhiyuan Liu, Xiang Wang

HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning

YongJin Yang, Joonkee Kim, Yujin Kim, Namgyu Ho, James Thorne

Mulan: A Multi-Level Alignment Model for Video Question Answering

Yu Fu, Cong Cao, Yuling Yang, Yuhai Lu, Fangfang Yuan

GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions

Ting-Yao Hsu, Chieh-Yang Huang, Ryan Rossi, Sungchul Kim, Clyde Lee Giles

PROTEGE: Prompt-based Diverse Question Generation from Web Articles

Vinayak Puranik, Anirban Majumder, Vineet Chaoji

Multimodal Automated Fact-Checking: A Survey

Mubashara Akhtar, Michael Schlichtkrull, Zhijiang Guo, Oana Cocarascu, Elena Simperl

INVITE: a Testbed of Automatically Generated Invalid Questions to Evaluate Large Language Models for Hallucinations

Anil Ramakrishna, Rahul Gupta, Jens Lehmann, Morteza Ziyadi

InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations

Nils Feldhus, Qianli Wang, Tatiana Anikina, Sahil Chopra, Cennet Oguz

Licon: A Diverse, Controllable and Challenging Linguistic Concept Learning Benchmark

Shenglong Yu, Ying Zhang, Wenya Guo, Zhengkun Zhang, Ru Zhou

How to Determine the Most Powerful Pre-trained Language Model without Brute Force Fine-tuning? An Empirical Survey

Jun Bai, Xiaofeng Zhang, Chen Li, Hanhua Hong, Xi Xu

Black-Box Tuning of Vision-Language Models with Effective Gradient Approximation

Zixian Guo, Yuxiang Wei, Ming Liu, Zhilong Ji, Jinfeng Bai

Don’t waste a single annotation: improving single-label classifiers through soft labels

Ben Wu, Yue Li, Yida Mu, Carolina Scarton, Kalina Bontcheva

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

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

DeltaScore: Fine-Grained Story Evaluation with Perturbations

Zhuohan Xie, Miao Li, Trevor Cohn, Jey Lau

Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information

Alla Chepurova, Aydar Bulatov, Yuri Kuratov, Mikhail Burtsev