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EMNLP 2023

2,732 papers

The Truth, The Whole Truth, and Nothing but the Truth: A New Benchmark Dataset for Hebrew Text Credibility Assessment

Ben Hagag, Reut Tsarfaty

Understanding Translationese in Cross-Lingual Summarization

Jiaan Wang, Fandong Meng, Yunlong Liang, Tingyi Zhang, Jiarong Xu

SiMFy: A Simple Yet Effective Approach for Temporal Knowledge Graph Reasoning

Zhengtao Liu, Lei Tan, Mengfan Li, Yao Wan, Hai Jin

Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning

Liangming Pan, Alon Albalak, Xinyi Wang, William Wang

Allies: Prompting Large Language Model with Beam Search

Hao Sun, Xiao Liu, Yeyun Gong, Yan Zhang, Daxin Jiang

Teacher Perception of Automatically Extracted Grammar Concepts for L2 Language Learning

Aditi Chaudhary, Arun Sampath, Ashwin Sheshadri, Antonios Anastasopoulos, Graham Neubig

FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4

Jeonghwan Kim, Giwon Hong, Sung-Hyon Myaeng, Joyce Jiyoung Whang

TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference

Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Qi Zhang

“Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters

Yixin Wan, George Pu, Jiao Sun, Aparna Garimella, Kai-Wei Chang

Search Augmented Instruction Learning

Hongyin Luo, Tianhua Zhang, Yung-Sung Chuang, Yuan Gong, Yoon Kim

Exploring the Sensitivity of LLMs’ Decision-Making Capabilities: Insights from Prompt Variations and Hyperparameters

Manikanta Loya, Divya Sinha, Richard Futrell

BanLemma: A Word Formation Dependent Rule and Dictionary Based Bangla Lemmatizer

Sadia Afrin, Md. Shahad Mahmud Chowdhury, Md. Islam, Faisal Khan, Labib Chowdhury

Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation

Chenxi Gu, Xiaoqing Zheng, Jianhan Xu, Muling Wu, Cenyuan Zhang

Disfluent Cues for Enhanced Speech Understanding in Large Language Models

Morteza Rohanian, Farhad Nooralahzadeh, Omid Rohanian, David Clifton, Michael Krauthammer

Methodological Insights in Detecting Subtle Semantic Shifts with Contextualized and Static Language Models

Sanne Hoeken, Özge Alaçam, Antske Fokkens, Pia Sommerauer

Test-time Augmentation for Factual Probing

Go Kamoda, Benjamin Heinzerling, Keisuke Sakaguchi, Kentaro Inui

DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding

Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, See-Kiong Ng

Exploring Graph Pre-training for Aspect-based Sentiment Analysis

Xiaoyi Bao, Zhongqing Wang, Guodong Zhou

Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data Augmentation

Xi Wang, Hossein Rahmani, Jiqun Liu, Emine Yilmaz

Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection

Zheye Deng, Weiqi Wang, Zhaowei Wang, Xin Liu, Yangqiu Song

Can Word Sense Distribution Detect Semantic Changes of Words?

Xiaohang Tang, Yi Zhou, Taichi Aida, Procheta Sen, Danushka Bollegala

Detecting Syntactic Change with Pre-trained Transformer Models

Liwen Hou, David Smith

ASPIRO: Any-shot Structured Parsing-error-Induced ReprOmpting for Consistent Data-to-Text Generation

Martin Vejvar, Yasutaka Fujimoto

Manifold-Preserving Transformers are Effective for Short-Long Range Encoding

Ayan Sengupta, Md. Shad Akhtar, Tanmoy Chakraborty

ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought

Hanchong Zhang, Ruisheng Cao, Lu Chen, Hongshen Xu, Kai Yu

Open-Ended Instructable Embodied Agents with Memory-Augmented Large Language Models

Gabriel Sarch, Yue Wu, Michael Tarr, Katerina Fragkiadaki

Symbolization, Prompt, and Classification: A Framework for Implicit Speaker Identification in Novels

Yue Chen, Tianwei He, Hongbin Zhou, Jia-Chen Gu, Heng Lu

The Law and NLP: Bridging Disciplinary Disconnects

Robert Mahari, Dominik Stammbach, Elliott Ash, Alex Pentland

RoAST: Robustifying Language Models via Adversarial Perturbation with Selective Training

Jaehyung Kim, Yuning Mao, Rui Hou, Hanchao Yu, Davis Liang

PsyAttention: Psychological Attention Model for Personality Detection

Baohua Zhang, Yongyi Huang, Wenyao Cui, Zhang Huaping, Jianyun Shang

Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning

Roshanak Mirzaee, Parisa Kordjamshidi

Watermarking LLMs with Weight Quantization

Linyang Li, Botian Jiang, Pengyu Wang, Ke Ren, Hang Yan

SWEET - Weakly Supervised Person Name Extraction for Fighting Human Trafficking

Javin Liu, Hao Yu, Vidya Sujaya, Pratheeksha Nair, Kellin Pelrine

NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval

Uri Katz, Matan Vetzler, Amir Cohen, Yoav Goldberg

Harnessing the power of LLMs: Evaluating human-AI text co-creation through the lens of news headline generation

Zijian Ding, Alison Smith-Renner, Wenjuan Zhang, Joel Tetreault, Alejandro Jaimes

PsyCoT: Psychological Questionnaire as Powerful Chain-of-Thought for Personality Detection

Tao Yang, Tianyuan Shi, Fanqi Wan, Xiaojun Quan, Qifan Wang

MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization

Yuyan Chen, Zhihao Wen, Ge Fan, Zhengyu Chen, Wei Wu

Extractive Summarization via ChatGPT for Faithful Summary Generation

Haopeng Zhang, Xiao Liu, Jiawei Zhang

Multi-User MultiWOZ: Task-Oriented Dialogues among Multiple Users

Yohan Jo, Xinyan Zhao, Arijit Biswas, Nikoletta Basiou, Vincent Auvray

Ask Language Model to Clean Your Noisy Translation Data

Quinten Bolding, Baohao Liao, Brandon Denis, Jun Luo, Christof Monz

Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning

Qingbin Liu, Yin Kung, Yanchao Hao, Dianbo Sui, Siyuan Cheng

Towards Informative Open-ended Text Generation with Dynamic Knowledge Triples

Zixuan Ren, Yang Zhao, Chengqing Zong

Adaptive Textual Label Noise Learning based on Pre-trained Models

Shaohuan Cheng, Wenyu Chen, Fu Mingsheng, Xuanting Xie, Hong Qu

Can you Summarize my learnings? Towards Perspective-based Educational Dialogue Summarization

Raghav Jain, Tulika Saha, Jhagrut Lalwani, Sriparna Saha

Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering

Sukmin Cho, Jeongyeon Seo, Soyeong Jeong, Jong Park

Measuring Faithful and Plausible Visual Grounding in VQA

Daniel Reich, Felix Putze, Tanja Schultz

AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models

Siqi Ouyang, Lei Li

On Surgical Fine-tuning for Language Encoders

Abhilasha Lodha, Gayatri Belapurkar, Saloni Chalkapurkar, Yuanming Tao, Reshmi Ghosh

Dynamic Voting for Efficient Reasoning in Large Language Models

Mingfeng Xue, Dayiheng Liu, Wenqiang Lei, Xingzhang Ren, Baosong Yang

Simultaneous Machine Translation with Tailored Reference

Shoutao Guo, Shaolei Zhang, Yang Feng

Three Questions Concerning the Use of Large Language Models to Facilitate Mathematics Learning

An-Zi Yen, Wei-Ling Hsu

LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal Domain

Joel Niklaus, Veton Matoshi, Pooja Rani, Andrea Galassi, Matthias Stürmer

SimCKP: Simple Contrastive Learning of Keyphrase Representations

Minseok Choi, Chaeheon Gwak, SeHo Kim, Si Kim, Jaegul Choo

Handshape-Aware Sign Language Recognition: Extended Datasets and Exploration of Handshape-Inclusive Methods

Xuan Zhang, Kevin Duh

On Uncertainty Calibration and Selective Generation in Probabilistic Neural Summarization: A Benchmark Study

Polina Zablotskaia, Du Phan, Joshua Maynez, Shashi Narayan, Jie Ren

In-context Learning for Few-shot Multimodal Named Entity Recognition

Chenran Cai, Qianlong Wang, Bin Liang, Bing Qin, Min Yang

A Reference-free Segmentation Quality Index (SegReFree)

Evan Lucas, Dylan Kangas, Timothy Havens

High-quality argumentative information in low resources approaches improve counter-narrative generation

Damián Furman, Pablo Torres, José Rodríguez, Diego Letzen, Maria Martinez

Reducing Spurious Correlations in Aspect-based Sentiment Analysis with Explanation from Large Language Models

Qianlong Wang, Keyang Ding, Bin Liang, Min Yang, Ruifeng Xu

Hiding in Plain Sight: Tweets with Hate Speech Masked by Homoglyphs

Portia Cooper, Mihai Surdeanu, Eduardo Blanco

LogiCoT: Logical Chain-of-Thought Instruction Tuning

Hanmeng Liu, Zhiyang Teng, Leyang Cui, Chaoli Zhang, Qiji Zhou

Take a Closer Look at Multilinguality! Improve Multilingual Pre-Training Using Monolingual Corpora Only

Jinliang Lu, Yu Lu, Jiajun Zhang

Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions

Ziyue Wang, Chi Chen, Peng Li, Yang Liu

Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback

Wei Shen, Rui Zheng, WenYu Zhan, Jun Zhao, Shihan Dou

UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Jiabo Ye, Anwen Hu, Haiyang Xu, Qinghao Ye, Ming Yan

The PEACE-Reviews dataset: Modeling Cognitive Appraisals in Emotion Text Analysis

Gerard Yeo, Kokil Jaidka

Understanding HTML with Large Language Models

Izzeddin Gur, Ofir Nachum, Yingjie Miao, Mustafa Safdari, Austin Huang

Prompting ChatGPT in MNER: Enhanced Multimodal Named Entity Recognition with Auxiliary Refined Knowledge

Jinyuan Li, Han Li, Zhuo Pan, Di Sun, Jiahao Wang

Efficient Long-Range Transformers: You Need to Attend More, but Not Necessarily at Every Layer

Qingru Zhang, Dhananjay Ram, Cole Hawkins, Sheng Zha, Tuo Zhao

Sources of Hallucination by Large Language Models on Inference Tasks

Nick McKenna, Tianyi Li, Liang Cheng, Mohammad Hosseini, Mark Johnson

GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs

Yichuan Li, Kaize Ding, Kyumin Lee

CASE: Commonsense-Augmented Score with an Expanded Answer Space

Wenkai Chen, Sahithya Ravi, Vered Shwartz

Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning

Jinyuan Wang, Junlong Li, Hai Zhao

Ask To The Point: Open-Domain Entity-Centric Question Generation

Yuxiang Liu, Jie Huang, Kevin Chen-Chuan Chang

Efficient Latent Variable Modeling for Knowledge-Grounded Dialogue Generation

Gunsoo Han, Daejin Jo, Daniel Nam, Eunseop Yoon, Taehwan Kwon

MaXM: Towards Multilingual Visual Question Answering

Soravit Changpinyo, Linting Xue, Michal Yarom, Ashish Thapliyal, Idan Szpektor

In What Languages are Generative Language Models the Most Formal? Analyzing Formality Distribution across Languages

Asım Ersoy, Gerson Vizcarra, Tahsin Mayeesha, Benjamin Muller

Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection

Zhengyuan Liu, Hai Leong Chieu, Nancy Chen

CoVariance-based Causal Debiasing for Entity and Relation Extraction

Lin Ren, Yongbin Liu, Yixin Cao, Chunping Ouyang

Complexity-Guided Curriculum Learning for Text Graphs

Nidhi Vakil, Hadi Amiri

Combining Counting Processes and Classification Improves a Stopping Rule for Technology Assisted Review

Reem Bin-Hezam, Mark Stevenson

For Generated Text, Is NLI-Neutral Text the Best Text?

Michail Mersinias, Kyle Mahowald

Accuracy is not enough: Evaluating Personalization in Summarizers

Rahul Vansh, Darsh Rank, Sourish Dasgupta, Tanmoy Chakraborty

Multi-Granularity Information Interaction Framework for Incomplete Utterance Rewriting

Haowei Du, Dinghao Zhang, Chen Li, Yang Li, Dongyan Zhao

Large Language Models are Better Reasoners with Self-Verification

Yixuan Weng, Minjun Zhu, Fei Xia, Bin Li, Shizhu He

INA: An Integrative Approach for Enhancing Negotiation Strategies with Reward-Based Dialogue Agent

Zishan Ahmad, Suman Saurabh, Vaishakh Menon, Asif Ekbal, Roshni Ramnani

RefGPT: Dialogue Generation of GPT, by GPT, and for GPT

Dongjie Yang, Ruifeng Yuan, YuanTao Fan, Yifei Yang, Zili Wang

RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling

Jingcheng Deng, Liang Pang, Huawei Shen, Xueqi Cheng

Improved Training of Deep Text Clustering

Zonghao Yang, Wenpeng Hu, Yushan Tan, Zhunchen Luo

Density-Aware Prototypical Network for Few-Shot Relation Classification

Jianfeng Wu, Mengting Hu, Yike Wu, Bingzhe Wu, Yalan Xie

HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings

Zhuofeng Wu, Chaowei Xiao, VG Vinod Vydiswaran

Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction

Siyu Yuan, Jiangjie Chen, Xuyang Ge, Yanghua Xiao, Deqing Yang

Meta-Learning of Prompt Generation for Lightweight Prompt Engineering on Language-Model-as-a-Service

Hyeonmin Ha, Jihye Lee, Wookje Han, Byung-gon Chun

Automated Few-Shot Classification with Instruction-Finetuned Language Models

Rami Aly, Xingjian SHI, Kaixiang Lin, Aston Zhang, Andrew Wilson

WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia

Sina Semnani, Violet Yao, Heidi Zhang, Monica Lam

Manipulating the Perceived Personality Traits of Language Models

Graham Caron, Shashank Srivastava

No offence, Bert - I insult only humans! Multilingual sentence-level attack on toxicity detection networks

Sergey Berezin, Reza Farahbakhsh, Noel Crespi

AdaTranS: Adapting with Boundary-based Shrinking for End-to-End Speech Translation

Xingshan Zeng, Liangyou Li, Qun Liu

Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction

Xilai Ma, Jing Li, Min Zhang

Generative Calibration for In-context Learning

Zhongtao Jiang, Yuanzhe Zhang, Cao Liu, Jun Zhao, Kang Liu