EMNLP 2023

2,732 papers

KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model

Lei Geng, Xu Yan, Ziqiang Cao, Juntao Li, Wenjie Li

Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison

Shuo Sun, Yuchen Zhang, Jiahuan Yan, Yuze Gao, Donovan Ong

Improving Sequential Model Editing with Fact Retrieval

Xiaoqi Han, Ru Li, Hongye Tan, Wang Yuanlong, Qinghua Chai

Long-Horizon Dialogue Understanding for Role Identification in the Game of Avalon with Large Language Models

Simon Stepputtis, Joseph Campbell, Yaqi Xie, Zhengyang Qi, Wenxin Zhang

Improving Span Representation by Efficient Span-Level Attention

Pengyu Ji, Songlin Yang, Kewei Tu

Improving word mover’s distance by leveraging self-attention matrix

Hiroaki Yamagiwa, Sho Yokoi, Hidetoshi Shimodaira

How Many Demonstrations Do You Need for In-context Learning?

Jiuhai Chen, Lichang Chen, Chen Zhu, Tianyi Zhou

Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning

Duarte M. Alves, Nuno M. Guerreiro, João Alves, José Pombal, Ricardo Rei

Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation

Jinglong Gao, Xiao Ding, Bing Qin, Ting Liu

Mitigating Framing Bias with Polarity Minimization Loss

Yejin Bang, Nayeon Lee, Pascale Fung

Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking

Yuxiang Wu, Guanting Dong, Weiran Xu

Treepiece: Faster Semantic Parsing via Tree Tokenization

Sid Wang, Akshat Shrivastava, Aleksandr Livshits

Natural Response Generation for Chinese Reading Comprehension

Nuo Chen, Hongguang Li, Yinan Bao, Baoyuan Wang, Jia Li

Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models

Weize Chen, Xiaoyue Xu, Xu Han, Yankai Lin, Ruobing Xie

EMO-KNOW: A Large Scale Dataset on Emotion-Cause

Mia Nguyen, Yasith Samaradivakara, Prasanth Sasikumar, Chitralekha Gupta, Suranga Nanayakkara

Grounded and well-rounded: a methodological approach to the study of cross-modal and cross-lingual grounding

Timothee Mickus, Elaine Zosa, Denis Paperno

Diffusion Language Model with Query-Document Relevance for Query-Focused Summarization

Shaoyao Huang, Luozheng Qin, Ziqiang Cao

Chain-of-Thought Reasoning in Tabular Language Models

Mingyu Zheng, Hao Yang, Wenbin Jiang, Zheng Lin, Yajuan Lyu

Toward Human Readable Prompt Tuning: Kubrick’s The Shining is a good movie, and a good prompt too?

Weijia Shi, Xiaochuang Han, Hila Gonen, Ari Holtzman, Yulia Tsvetkov

Incorporating Syntactic Knowledge into Pre-trained Language Model using Optimization for Overcoming Catastrophic Forgetting

Ran Iwamoto, Issei Yoshida, Hiroshi Kanayama, Takuya Ohko, Masayasu Muraoka

ConPrompt: Pre-training a Language Model with Machine-Generated Data for Implicit Hate Speech Detection

Youngwook Kim, Shinwoo Park, Youngsoo Namgoong, Yo-Sub Han

Legally Enforceable Hate Speech Detection for Public Forums

Chu Luo, Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu

Contrastive Learning-based Sentence Encoders Implicitly Weight Informative Words

Hiroto Kurita, Goro Kobayashi, Sho Yokoi, Kentaro Inui

Robustness of Named-Entity Replacements for In-Context Learning

Saeed Goodarzi, Nikhil Kagita, Dennis Minn, Shufan Wang, Roberto Dessi

Aspect-to-Scope Oriented Multi-view Contrastive Learning for Aspect-based Sentiment Analysis

Heyan Chai, Ziyi Yao, Siyu Tang, Ye Wang, Liqiang Nie

Debias NLU Datasets via Training-free Perturbations

Qi Guo, Yuanhang Tang, Yawen Ouyang, Zhen Wu, Xinyu Dai

HuatuoGPT, Towards Taming Language Model to Be a Doctor

Hongbo Zhang, Junying Chen, Feng Jiang, Fei Yu, Zhihong Chen

Argument mining as a multi-hop generative machine reading comprehension task

Boyang Liu, Viktor Schlegel, Riza Batista-Navarro, Sophia Ananiadou

Improving Pacing in Long-Form Story Planning

Yichen Wang, Kevin Yang, Xiaoming Liu, Dan Klein

NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark

Oscar Sainz, Jon Campos, Iker García-Ferrero, Julen Etxaniz, Oier Lopez de Lacalle

A Structure-Aware Generative Adversarial Network for Bilingual Lexicon Induction

Bocheng Han, Qian Tao, Lusi Li, Zhihao Xiong

Mind the Gap Between Conversations for Improved Long-Term Dialogue Generation

Qiang Zhang, Jason Naradowsky, Yusuke Miyao

SELFOOD: Self-Supervised Out-Of-Distribution Detection via Learning to Rank

Dheeraj Mekala, Adithya Samavedhi, Chengyu Dong, Jingbo Shang

Image and Text: Fighting the same Battle? Super Resolution Learning for Imbalanced Text Classification

Romain Meunier, Benamara Farah, Véronique Moriceau, Patricia Stolf

Hi-ToM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models

Yufan Wu, Yinghui He, Yilin Jia, Rada Mihalcea, Yulong Chen

Attention-Enhancing Backdoor Attacks Against BERT-based Models

Weimin Lyu, Songzhu Zheng, Lu Pang, Haibin Ling, Chao Chen

Orthogonal Subspace Learning for Language Model Continual Learning

Xiao Wang, Tianze Chen, Qiming Ge, Han Xia, Rong Bao

SummIt: Iterative Text Summarization via ChatGPT

Haopeng Zhang, Xiao Liu, Jiawei Zhang

A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs

Adrian Kochsiek, Rainer Gemulla

Ecologically Valid Explanations for Label Variation in NLI

Nan-Jiang Jiang, Chenhao Tan, Marie-Catherine de Marneffe

Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration

Yang Deng, Lizi Liao, Liang Chen, Hongru Wang, Wenqiang Lei

Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!

Yubo Ma, Yixin Cao, Yong Hong, Aixin Sun

Causal Inference from Text: Unveiling Interactions between Variables

Yuxiang Zhou, Yulan He

MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities

Priyanka Kargupta, Tanay Komarlu, Susik Yoon, Xuan Wang, Jiawei Han

Always the Best Fit: Adaptive Domain Gap Filling from Causal Perspective for Few-Shot Relation Extraction

Ge Bai, Chenji Lu, Jiaxiang Geng, Shilong Li, Yidong Shi

SHARCS: Efficient Transformers Through Routing with Dynamic Width Sub-networks

Mohammadreza Salehi, Sachin Mehta, Aditya Kusupati, Ali Farhadi, Hannaneh Hajishirzi

DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task

Guanting Dong, Tingfeng Hui, Zhuoma GongQue, Jinxu Zhao, Daichi Guo

MRRL: Modifying the Reference via Reinforcement Learning for Non-Autoregressive Joint Multiple Intent Detection and Slot Filling

Xuxin Cheng, Zhihong Zhu, Bowen Cao, Qichen Ye, Yuexian Zou

Investigating the Effect of Pre-finetuning BERT Models on NLI Involving Presuppositions

Jad Kabbara, Jackie Cheung

ClusterPrompt: Cluster Semantic Enhanced Prompt Learning for New Intent Discovery

Jinggui Liang, Lizi Liao

“A Tale of Two Movements’: Identifying and Comparing Perspectives in #BlackLivesMatter and #BlueLivesMatter Movements-related Tweets using Weakly Supervised Graph-based Structured Prediction

Shamik Roy, Dan Goldwasser

InstructSafety: A Unified Framework for Building Multidimensional and Explainable Safety Detector through Instruction Tuning

Zhexin Zhang, Jiale Cheng, Hao Sun, Jiawen Deng, Minlie Huang

Improving Low-resource Question Answering by Augmenting Question Information

Andong Chen, Yuan Sun, Xiaobing Zhao, Rosella Galindo Esparza, Kehai Chen

RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training

Yu-Chien Tang, Wei-Yao Wang, An-Zi Yen, Wen-Chih Peng

StyleBART: Decorate Pretrained Model with Style Adapters for Unsupervised Stylistic Headline Generation

Hanqing Wang, Yajing Luo, Boya Xiong, Guanhua Chen, Yun Chen

Entity-Based Evaluation of Political Bias in Automatic Summarization

Karen Zhou, Chenhao Tan

Pit One Against Many: Leveraging Attention-head Embeddings for Parameter-efficient Multi-head Attention

Huiyin Xue, Nikolaos Aletras

On the Dimensionality of Sentence Embeddings

Hongwei Wang, Hongming Zhang, Dong Yu

CReTIHC: Designing Causal Reasoning Tasks about Temporal Interventions and Hallucinated Confoundings

Changwoo Chun, SongEun Lee, Jaehyung Seo, Heuiseok Lim

Pretraining Language Models with Text-Attributed Heterogeneous Graphs

Tao Zou, Le Yu, Yifei Huang, Leilei Sun, Bowen Du

Self-Knowledge Guided Retrieval Augmentation for Large Language Models

Yile Wang, Peng Li, Maosong Sun, Yang Liu

VERVE: Template-based ReflectiVE Rewriting for MotiVational IntErviewing

Do June Min, Veronica Perez-Rosas, Ken Resnicow, Rada Mihalcea

Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance

Thiemo Wambsganss, Xiaotian Su, Vinitra Swamy, Seyed Parsa Neshaei, Roman Rietsche

RealBehavior: A Framework for Faithfully Characterizing Foundation Models’ Human-like Behavior Mechanisms

Enyu Zhou, Rui Zheng, Zhiheng Xi, Songyang Gao, Xiaoran Fan

Anirudh Khatry, Sumit Gulwani, Priyanshu Gupta, Vu Le, Mukul Singh

Can Large Language Models Fix Data Annotation Errors? An Empirical Study Using Debatepedia for Query-Focused Text Summarization

Md Tahmid Rahman Laskar, Mizanur Rahman, Israt Jahan, Enamul Hoque, Jimmy Huang

Hierarchical Prompting Assists Large Language Model on Web Navigation

Robert Lo, Abishek Sridhar, Frank Xu, Hao Zhu, Shuyan Zhou

Automatic Analysis of Substantiation in Scientific Peer Reviews

Yanzhu Guo, Guokan Shang, Virgile Rennard, Michalis Vazirgiannis, Chloé Clavel

ROME: Evaluating Pre-trained Vision-Language Models on Reasoning beyond Visual Common Sense

Kankan Zhou, Eason Lai, Wei Bin Au Yeong, Kyriakos Mouratidis, Jing Jiang

CCEval: A Representative Evaluation Benchmark for the Chinese-centric Multilingual Machine Translation

Lianzhang Lou, Xi Yin, Yutao Xie, Yang Xiang

MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction

Jingheng Ye, Yinghui Li, Yangning Li, Hai-Tao Zheng

C2D2 Dataset: A Resource for the Cognitive Distortion Analysis and Its Impact on Mental Health

Bichen Wang, Pengfei Deng, Yanyan Zhao, Bing Qin

Demystifying Prompts in Language Models via Perplexity Estimation

Hila Gonen, Srini Iyer, Terra Blevins, Noah Smith, Luke Zettlemoyer

Who is Speaking? Speaker-Aware Multiparty Dialogue Act Classification

Ayesha Qamar, Adarsh Pyarelal, Ruihong Huang

Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding

Lixing Zhu, Runcong Zhao, Lin Gui, Yulan He

Towards Enhancing Relational Rules for Knowledge Graph Link Prediction

Shuhan Wu, Huaiyu Wan, Wei Chen, Yuting Wu, Junfeng Shen

Exploring In-Context Learning for Knowledge Grounded Dialog Generation

Qinyu Chen, Wenhao Wu, Sujian Li

Balaur: Language Model Pretraining with Lexical Semantic Relations

Andrei Mircea, Jackie Cheung

LayoutDIT: Layout-Aware End-to-End Document Image Translation with Multi-Step Conductive Decoder

Zhiyang Zhang, Yaping Zhang, Yupu Liang, Lu Xiang, Yang Zhao

FactSpotter: Evaluating the Factual Faithfulness of Graph-to-Text Generation

Kun Zhang, Oana Balalau, Ioana Manolescu

Investigating Multilingual Coreference Resolution by Universal Annotations

Haixia Chai, Michael Strube

LLM aided semi-supervision for efficient Extractive Dialog Summarization

Nishant Mishra, Gaurav Sahu, Iacer Calixto, Ameen Abu-Hanna, Issam Laradji

LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis

Shih-Chieh Dai, Aiping Xiong, Lun-Wei Ku

Guillaume Becquin, Saher Esmeir

PivotFEC: Enhancing Few-shot Factual Error Correction with a Pivot Task Approach using Large Language Models

Xingwei He, A-Long Jin, Jun Ma, Yuan Yuan, Siu Yiu

Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules

Chaojun Xiao, Yuqi Luo, Wenbin Zhang, Pengle Zhang, Xu Han

Do Stochastic Parrots have Feelings Too? Improving Neural Detection of Synthetic Text via Emotion Recognition

Alan Cowap, Yvette Graham, Jennifer Foster

JWSign: A Highly Multilingual Corpus of Bible Translations for more Diversity in Sign Language Processing

Shester Gueuwou, Sophie Siake, Colin Leong, Mathias Müller

Towards Detecting Contextual Real-Time Toxicity for In-Game Chat

Zachary Yang, Nicolas Grenon-Godbout, Reihaneh Rabbany

Learn Your Tokens: Word-Pooled Tokenization for Language Modeling

Avijit Thawani, Saurabh Ghanekar, Xiaoyuan Zhu, Jay Pujara

M2C: Towards Automatic Multimodal Manga Complement

Hongcheng Guo, Boyang Wang, Jiaqi Bai, Jiaheng Liu, Jian Yang

DiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for Accelerated Seq2Seq Diffusion Models

Shansan Gong, Mukai Li, Jiangtao Feng, Zhiyong Wu, Lingpeng Kong

Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models

Zhihan Zhang, Shuohang Wang, Wenhao Yu, Yichong Xu, Dan Iter

Dynamic Open-book Prompt for Conversational Recommender System

Xuan Ma, Tieyun Qian, Ke Sun

Salespeople vs SalesBot: Exploring the Role of Educational Value in Conversational Recommender Systems

Lidiya Murakhovs’ka, Philippe Laban, Tian Xie, Caiming Xiong, Chien-Sheng Wu

Identifying Conspiracy Theories News based on Event Relation Graph

Yuanyuan Lei, Ruihong Huang

TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction

Junyi Liu, Liangzhi Li, Tong Xiang, Bowen Wang, Yiming Qian

On the Calibration of Large Language Models and Alignment

Chiwei Zhu, Benfeng Xu, Quan Wang, Yongdong Zhang, Zhendong Mao

Beyond Denouncing Hate: Strategies for Countering Implied Biases and Stereotypes in Language

Jimin Mun, Emily Allaway, Akhila Yerukola, Laura Vianna, Sarah-Jane Leslie

NEWTON: Are Large Language Models Capable of Physical Reasoning?

Yi Wang, Jiafei Duan, Dieter Fox, Siddhartha Srinivasa