EMNLP 2023

2,732 papers

A Framework for Exploring Player Perceptions of LLM-Generated Dialogue in Commercial Video Games

Nader Akoury, Qian Yang, Mohit Iyyer

DRAFT: Dense Retrieval Augmented Few-shot Topic classifier Framework

Keonwoo Kim, Younggun Lee

Enhancing Neural Machine Translation with Semantic Units

Langlin Huang, Shuhao Gu, Zhang Zhuocheng, Yang Feng

Intervention-Based Alignment of Code Search with Execution Feedback

Hojae Han, Minsoo Kim, Seung-won Hwang, Nan Duan, Shuai Lu

Generalizing Few-Shot Named Entity Recognizers to Unseen Domains with Type-Related Features

Zihan Wang, Ziqi Zhao, Zhumin Chen, Pengjie Ren, Maarten de Rijke

Interpreting Indirect Answers to Yes-No Questions in Multiple Languages

Zijie Wang, Md Hossain, Shivam Mathur, Terry Melo, Kadir Ozler

Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning

Yougang Lyu, Jitai Hao, Zihan Wang, KAI ZHAO, Shen Gao

Smart “Chef”: Verifying the Effect of Role-based Paraphrasing for Aspect Term Extraction

Jiaxiang Chen, Yu Hong, Qingting Xu, Jianmin Yao

Attack Prompt Generation for Red Teaming and Defending Large Language Models

Boyi Deng, Wenjie Wang, Fuli Feng, Yang Deng, Qifan Wang

G-SPEED: General SParse Efficient Editing MoDel

Haoke Zhang, Yue Wang, Juntao Li, Xiabing Zhou, Min Zhang

Causal Intervention for Abstractive Related Work Generation

Jiachang Liu, Qi Zhang, Chongyang Shi, Usman Naseem, Shoujin Wang

RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning

Wenjun Hou, Yi Cheng, Kaishuai Xu, Wenjie Li, Jiang Liu

LLMDet: A Third Party Large Language Models Generated Text Detection Tool

Kangxi Wu, Liang Pang, Huawei Shen, Xueqi Cheng, Tat-Seng Chua

Exploring the Impact of Corpus Diversity on Financial Pretrained Language Models

Jaeyoung Choe, Keonwoong Noh, Nayeon Kim, Seyun Ahn, Woohwan Jung

MEEP: Is this Engaging? Prompting Large Language Models for Dialogue Evaluation in Multilingual Settings

Amila Ferron, Amber Shore, Ekata Mitra, Ameeta Agrawal

BiSPN: Generating Entity Set and Relation Set Coherently in One Pass

Yuxin He, Buzhou Tang

A Query-Parallel Machine Reading Comprehension Framework for Low-resource NER

Yuhao Zhang, Yongliang Wang

MultiCoNER v2: a Large Multilingual dataset for Fine-grained and Noisy Named Entity Recognition

Besnik Fetahu, Zhiyu Chen, Sudipta Kar, Oleg Rokhlenko, Shervin Malmasi

ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories

Heming Xia, Qingxiu Dong, Lei Li, Jingjing Xu, Tianyu Liu

mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations

Jonas Pfeiffer, Francesco Piccinno, Massimo Nicosia, Xinyi Wang, Machel Reid

Normal-Abnormal Decoupling Memory for Medical Report Generation

Guosheng Zhao, Yan Yan, Zijian Zhao

CLASS: A Design Framework for Building Intelligent Tutoring Systems Based on Learning Science principles

Shashank Sonkar, Naiming Liu, Debshila Mallick, Richard Baraniuk

ExplainCPE: A Free-text Explanation Benchmark of Chinese Pharmacist Examination

Dongfang Li, Jindi Yu, Baotian Hu, Zhenran Xu, Min Zhang

Transformer-Based Language Model Surprisal Predicts Human Reading Times Best with About Two Billion Training Tokens

Byung-Doh Oh, William Schuler

DiFair: A Benchmark for Disentangled Assessment of Gender Knowledge and Bias

Mahdi Zakizadeh, Kaveh Eskandari Miandoab, Mohammad Taher Pilehvar

DiffuVST: Narrating Fictional Scenes with Global-History-Guided Denoising Models

Shengguang Wu, Mei Yuan, Qi Su

XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages

Sebastian Ruder, Jonathan H. Clark, Alexander Gutkin, Mihir Kale, Min Ma

Making Body Movement in Sign Language Corpus Accessible for Linguists and Machines with Three-Dimensional Normalization of MediaPipe

Victor Skobov, Mayumi Bono

Towards Mitigating LLM Hallucination via Self Reflection

Ziwei Ji, Tiezheng Yu, Yan Xu, Nayeon Lee, Etsuko Ishii

GLGR: Question-aware Global-to-Local Graph Reasoning for Multi-party Dialogue Reading Comprehension

Yanling Li, Bowei Zou, Yifan Fan, Xibo Li, Ai Ti Aw

DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction

Gang Zhao, Xiaocheng Gong, Xinjie Yang, Guanting Dong, Shudong Lu

Can Brain Signals Reveal Inner Alignment with Human Languages?

Jielin Qiu, William Han, Jiacheng Zhu, Mengdi Xu, Douglas Weber

Explain-then-translate: an analysis on improving program translation with self-generated explanations

Zilu Tang, Mayank Agarwal, Alexander Shypula, bailin wang, Derry Wijaya

TaTA: A Multilingual Table-to-Text Dataset for African Languages

Sebastian Gehrmann, Sebastian Ruder, Vitaly Nikolaev, Jan Botha, Michael Chavinda

Self-Supervised Rule Learning to Link Text Segments to Relational Elements of Structured Knowledge

Shajith Ikbal, Udit Sharma, Hima Karanam, Sumit Neelam, Ronny Luss

Adapter Pruning using Tropical Characterization

Rishabh Bhardwaj, Tushar Vaidya, Soujanya Poria

Quality Estimation-Assisted Automatic Post-Editing

Sourabh Deoghare, Diptesh Kanojia, Fred Blain, Tharindu Ranasinghe, Pushpak Bhattacharyya

R3 Prompting: Review, Rephrase and Resolve for Chain-of-Thought Reasoning in Large Language Models under Noisy Context

Qingyuan Tian, Hanlun Zhu, Lei Wang, Yang Li, Yunshi Lan

Simple Hardware-Efficient PCFGs with Independent Left and Right Productions

Wei Liu, Songlin Yang, Yoon Kim, Kewei Tu

Simpler neural networks prefer subregular languages

Charles Torres, Richard Futrell

Exploring the Cognitive Knowledge Structure of Large Language Models: An Educational Diagnostic Assessment Approach

Zheyuan Zhang, Jifan Yu, Juanzi Li, Lei Hou

Breaking Boundaries in Retrieval Systems: Unsupervised Domain Adaptation with Denoise-Finetuning

Che Chen, Ching-Wen Yang, Chun-Yi Lin, Hung-Yu Kao

SelectNoise: Unsupervised Noise Injection to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages

Maharaj Brahma, Kaushal Maurya, Maunendra Desarkar

Learning to Compose Representations of Different Encoder Layers towards Improving Compositional Generalization

Lei Lin, Shuangtao Li, Yafang Zheng, Biao Fu, Shan Liu

Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document

Xiangnan Chen, Qian Xiao, Juncheng Li, Duo Dong, Jun Lin

Learning to Abstract with Nonparametric Variational Information Bottleneck

Melika Behjati, Fabio Fehr, James Henderson

An Empirical Study of Multimodal Model Merging

Yi-Lin Sung, Linjie Li, Kevin Lin, Zhe Gan, Mohit Bansal

Remember what you did so you know what to do next

Manuel Ciosici, Alex Hedges, Yash Kankanampati, Justin Martin, Marjorie Freedman

A Dataset for Investigating the Impact of Context for Offensive Language Detection in Tweets

Musa İhtiyar, Ömer Özdemir, Mustafa Erengül, Arzucan Özgür

Perceptual Structure in the absence of grounding: the impact of abstractedness and subjectivity in color language for LLMs

Pablo Loyola, Edison Marrese-Taylor, Andres Hoyos-Idrobo

What Makes Chain-of-Thought Prompting Effective? A Counterfactual Study

Aman Madaan, Katherine Hermann, Amir Yazdanbakhsh

MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models

Yifan Wei, Yisong Su, Huanhuan Ma, Xiaoyan Yu, Fangyu Lei

Hierarchical Enhancement Framework for Aspect-based Argument Mining

Yujie Fu, Yang Li, Suge Wang, Xiaoli Li, Deyu Li

Dolphin: A Challenging and Diverse Benchmark for Arabic NLG

El Moatez Billah Nagoudi, AbdelRahim Elmadany, Ahmed Oumar El-Shangiti, Muhammad Abdul-Mageed

On the Risk of Misinformation Pollution with Large Language Models

Yikang Pan, Liangming Pan, Wenhu Chen, Preslav Nakov, Min-Yen Kan

Unveiling the Multi-Annotation Process: Examining the Influence of Annotation Quantity and Instance Difficulty on Model Performance

Pritam Kadasi, Mayank Singh

Knowledge is a Region in Weight Space for Fine-tuned Language Models

Almog Gueta, Elad Venezian, Colin Raffel, Noam Slonim, Yoav Katz

How Reliable Are AI-Generated-Text Detectors? An Assessment Framework Using Evasive Soft Prompts

Tharindu Kumarage, Paras Sheth, Raha Moraffah, Joshua Garland, Huan Liu

Improving the Robustness of Summarization Models by Detecting and Removing Input Noise

Kundan Krishna, Yao Zhao, Jie Ren, Balaji Lakshminarayanan, Jiaming Luo

Is Explanation the Cure? Misinformation Mitigation in the Short Term and Long Term

Yi-Li Hsu, Shih-Chieh Dai, Aiping Xiong, Lun-Wei Ku

Selecting Key Views for Zero-Shot Entity Linking

Xuhui Sui, Ying Zhang, Kehui Song, Baohang Zhou, Xiaojie Yuan

Syntax-Aware Retrieval Augmented Code Generation

Xiangyu Zhang, Yu Zhou, Guang Yang, Taolue Chen

Execution-Based Evaluation for Open-Domain Code Generation

Zhiruo Wang, Shuyan Zhou, Daniel Fried, Graham Neubig

Toxicity in chatgpt: Analyzing persona-assigned language models

Ameet Deshpande, Vishvak Murahari, Tanmay Rajpurohit, Ashwin Kalyan, Karthik Narasimhan

DocAsRef: An Empirical Study on Repurposing Reference-based Summary Quality Metrics as Reference-free Metrics

Forrest Bao, Ruixuan Tu, Ge Luo, Yinfei Yang, Hebi Li

Large Language Models Know Your Contextual Search Intent: A Prompting Framework for Conversational Search

Kelong Mao, Zhicheng Dou, Fengran Mo, Jiewen Hou, Haonan Chen

MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model

Le Zhang, Yihong Wu, Fengran Mo, Jian-Yun Nie, Aishwarya Agrawal

Can ChatGPT Assess Human Personalities? A General Evaluation Framework

Haocong Rao, Cyril Leung, Chunyan Miao

SoulChat: Improving LLMs’ Empathy, Listening, and Comfort Abilities through Fine-tuning with Multi-turn Empathy Conversations

Yirong Chen, Xiaofen Xing, Jingkai Lin, Huimin Zheng, Zhenyu Wang

The Past, Present, and Future of Typological Databases in NLP

Emi Baylor, Esther Ploeger, Johannes Bjerva

In-Context Demonstration Selection with Cross Entropy Difference

Dan Iter, Reid Pryzant, Ruochen Xu, Shuohang Wang, Yang Liu

NovaCOMET: Open Commonsense Foundation Models with Symbolic Knowledge Distillation

Peter West, Ronan Bras, Taylor Sorensen, Bill Lin, Liwei Jiang

Adaptive Structure Induction for Aspect-based Sentiment Analysis with Spectral Perspective

Hao Niu, Yun Xiong, Xiaosu Wang, Wenjing Yu, Yao Zhang

Make Your Decision Convincing! A Unified Two-Stage Framework: Self-Attribution and Decision-Making

Yanrui Du, Sendong Zhao, Haochun Wang, Yuhan Chen, Rui Bai

Temporal Knowledge Graph Reasoning Based on N-tuple Modeling

Zhongni Hou, Xiaolong Jin, Zixuan Li, Long Bai, Saiping Guan

An Adaptive Prompt Generation Framework for Task-oriented Dialogue System

Jun Gao, Liuyu Xiang, Huijia Wu, Han Zhao, Yiqi Tong

Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization

Kaihang Pan, Juncheng Li, Hongye Song, Jun Lin, Xiaozhong Liu

IRFL: Image Recognition of Figurative Language

Ron Yosef, Yonatan Bitton, Dafna Shahaf

Text Augmented Spatial Aware Zero-shot Referring Image Segmentation

Yucheng Suo, Linchao Zhu, Yi Yang

Towards A Holistic Landscape of Situated Theory of Mind in Large Language Models

Ziqiao Ma, Jacob Sansom, Run Peng, Joyce Chai

Is a Prestigious Job the same as a Prestigious Country? A Case Study on Multilingual Sentence Embeddings and European Countries

Jindřich Libovický

Multi-Modal Knowledge Graph Transformer Framework for Multi-Modal Entity Alignment

Qian Li, Cheng Ji, Shu Guo, Zhaoji Liang, Lihong Wang

Factual Relation Discrimination for Factuality-oriented Abstractive Summarization

Zhiguang Gao, Peifeng Li, Feng Jiang, Xiaomin Chu, Qiaoming Zhu

The Internal State of an LLM Knows When It’s Lying

Amos Azaria, Tom Mitchell

Fusing Temporal Graphs into Transformers for Time-Sensitive Question Answering

Xin Su, Phillip Howard, Nagib Hakim, Steven Bethard

TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding

Shuhuai Ren, Sishuo Chen, Shicheng Li, Xu Sun, Lu Hou

Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval

Fan Jiang, Qiongkai Xu, Tom Drummond, Trevor Cohn

MixTEA: Semi-supervised Entity Alignment with Mixture Teaching

Feng Xie, XIN SONG, Xiang Zeng, Xuechen Zhao, Lei Tian

Social Commonsense-Guided Search Query Generation for Open-Domain Knowledge-Powered Conversations

Revanth Reddy, Hao Bai, Wentao Yao, Sharath Chandra Etagi Suresh, Heng Ji

Dissecting In-Context Learning of Translations in GPT-3

Vikas Raunak, Arul Menezes, Hany Awadalla

InvGC: Robust Cross-Modal Retrieval by Inverse Graph Convolution

Xiangru Jian, Yimu Wang

DelucionQA: Detecting Hallucinations in Domain-specific Question Answering

Mobashir Sadat, Zhengyu Zhou, Lukas Lange, Jun Araki, Arsalan Gundroo

Is ChatGPT a Financial Expert? Evaluating Language Models on Financial Natural Language Processing

Yue Guo, Zian Xu, Yi Yang

Improving Question Generation with Multi-level Content Planning

Zehua Xia, Qi Gou, Bowen Yu, Haiyang Yu, Fei Huang

ARKitSceneRefer: Text-based Localization of Small Objects in Diverse Real-World 3D Indoor Scenes

Shunya Kato, Shuhei Kurita, Chenhui Chu, Sadao Kurohashi

Automatic Model Selection with Large Language Models for Reasoning

James Zhao, Yuxi Xie, Kenji Kawaguchi, Junxian He, Michael Xie

Self-supervised Post-processing Method to Enrich Pretrained Word Vectors

Hwiyeol Jo

Novel Slot Detection With an Incremental Setting

Chen Liang, Hongliang Li, Changhao Guan, Qingbin Liu, Jian Liu

Improving Cross-lingual Transfer through Subtree-aware Word Reordering

Ofir Arviv, Dmitry Nikolaev, Taelin Karidi, Omri Abend

Solving the Right Problem is Key for Translational NLP: A Case Study in UMLS Vocabulary Insertion

Bernal Gutierrez, Yuqing Mao, Vinh Nguyen, Kin Fung, Yu Su