NAACL - arXivDaily 期刊&会议

2309.07412 2024-04-10 cs.CL cs.LG

Advancing Regular Language Reasoning in Linear Recurrent Neural Networks

Ting-Han Fan, Ta-Chung Chi, Alexander I. Rudnicky

Comments Accepted at the 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024). The first two authors contributed equally to this work

2404.05720 2024-04-09 cs.CL cs.AI

Language-Independent Representations Improve Zero-Shot Summarization

Vladimir Solovyev, Danni Liu, Jan Niehues

Comments NAACL 2024

2402.14207 2024-04-09 cs.CL cs.AI

Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models

Yijia Shao, Yucheng Jiang, Theodore A. Kanell, Peter Xu, Omar Khattab, Monica S. Lam

Comments 27 pages, NAACL 2024 Main Conference

2311.07092 2024-04-09 cs.CL cs.AI

To Tell The Truth: Language of Deception and Language Models

Sanchaita Hazra, Bodhisattwa Prasad Majumder

Comments Accepted as a full paper in NAACL 2024 (Main)

2305.14970 2024-04-09 cs.CL cs.AI

Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning

Tianqing Fang, Zhaowei Wang, Wenxuan Zhou, Hongming Zhang, Yangqiu Song, Muhao Chen

Comments Findings of NAACL 2024

2305.12563 2024-04-09 cs.CL cs.LG

A Symbolic Framework for Evaluating Mathematical Reasoning and Generalisation with Transformers

Jordan Meadows, Marco Valentino, Damien Teney, Andre Freitas

Comments NAACL 2024

2404.04770 2024-04-09 cs.CL

Generating Uncontextualized and Contextualized Questions for Document-Level Event Argument Extraction

Md Nayem Uddin, Enfa Rose George, Eduardo Blanco, Steven Corman

Comments Accepted at NAACL 2024

2404.04676 2024-04-09 cs.CL

Order-Based Pre-training Strategies for Procedural Text Understanding

Abhilash Nandy, Yash Kulkarni, Pawan Goyal, Niloy Ganguly

Comments 8 pages (Accepted for publication at NAACL 2024 (Main Conference))

2404.04525 2024-04-09 cs.CL cs.AI cs.LG

IITK at SemEval-2024 Task 10: Who is the speaker? Improving Emotion Recognition and Flip Reasoning in Conversations via Speaker Embeddings

Shubham Patel, Divyaksh Shukla, Ashutosh Modi

Comments Accepted at SemEval 2024, NAACL 2024; 10 Pages

2404.04520 2024-04-09 cs.CL cs.AI cs.LG

IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in Memes

Shreenaga Chikoti, Shrey Mehta, Ashutosh Modi

Comments Accepted at SemEval 2024, NAACL 2024; 9 pages

2404.04513 2024-04-09 cs.CL cs.AI cs.LG

IITK at SemEval-2024 Task 1: Contrastive Learning and Autoencoders for Semantic Textual Relatedness in Multilingual Texts

Udvas Basak, Rajarshi Dutta, Shivam Pandey, Ashutosh Modi

Comments Accepted at SemEval 2024, NAACL 2024; 6 pages

2404.04510 2024-04-09 cs.CL cs.AI cs.LG

IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical Trials

Shreyasi Mandal, Ashutosh Modi

Comments Accepted at SemEval 2024, NAACL 2024; 8 Pages

2312.11779 2024-04-09 cs.CL cs.AI cs.LG

Tokenization Matters: Navigating Data-Scarce Tokenization for Gender Inclusive Language Technologies

Anaelia Ovalle, Ninareh Mehrabi, Palash Goyal, Jwala Dhamala, Kai-Wei Chang, Richard Zemel, Aram Galstyan, Yuval Pinter, Rahul Gupta

Comments Accepted to NAACL 2024 findings

2311.09702 2024-04-09 cs.CL cs.AI

Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination?

Bangzheng Li, Ben Zhou, Fei Wang, Xingyu Fu, Dan Roth, Muhao Chen

Comments Work accepted by NAACL 2024

2311.09214 2024-04-09 cs.CL

Mind's Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models

Weize Liu, Guocong Li, Kai Zhang, Bang Du, Qiyuan Chen, Xuming Hu, Hongxia Xu, Jintai Chen, Jian Wu

Comments Accepted to NAACL 2024 Main Conference

2311.08268 2024-04-09 cs.CL

A Wolf in Sheep's Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily

Peng Ding, Jun Kuang, Dan Ma, Xuezhi Cao, Yunsen Xian, Jiajun Chen, Shujian Huang

Comments Acccepted by NAACL 2024, 18 pages, 7 figures, 13 tables

2311.05553 2024-04-09 cs.CL cs.AI

Removing RLHF Protections in GPT-4 via Fine-Tuning

Qiusi Zhan, Richard Fang, Rohan Bindu, Akul Gupta, Tatsunori Hashimoto, Daniel Kang

Comments Accepted to NAACL 2024. (7 pages)

2310.15147 2024-04-09 cs.CL

S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Models

Fangyu Lei, Qian Liu, Yiming Huang, Shizhu He, Jun Zhao, Kang Liu

Comments NAACL 2024

2310.10648 2024-04-09 cs.CL cs.AI

Bridging the Novice-Expert Gap via Models of Decision-Making: A Case Study on Remediating Math Mistakes

Rose E. Wang, Qingyang Zhang, Carly Robinson, Susanna Loeb, Dorottya Demszky

Comments NAACL 2024. Code: https://github.com/rosewang2008/bridge

2308.12032 2024-04-09 cs.CL

From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning

Ming Li, Yong Zhang, Zhitao Li, Jiuhai Chen, Lichang Chen, Ning Cheng, Jianzong Wang, Tianyi Zhou, Jing Xiao

Comments NAACL, Camera-ready

2307.04642 2024-04-09 cs.CL cs.AI

TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction

Shuo Li, Sangdon Park, Insup Lee, Osbert Bastani

Comments 23 pages, 17 figures, 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics

2306.08498 2024-04-09 cs.CV

Extending CLIP's Image-Text Alignment to Referring Image Segmentation

Seoyeon Kim, Minguk Kang, Dongwon Kim, Jaesik Park, Suha Kwak

Comments NAACL 2024

2305.15047 2024-04-09 cs.CL cs.AI

Ghostbuster: Detecting Text Ghostwritten by Large Language Models

Vivek Verma, Eve Fleisig, Nicholas Tomlin, Dan Klein

Comments NAACL 2024

2305.04978 2024-04-09 cs.CL

NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge

Phillip Howard, Junlin Wang, Vasudev Lal, Gadi Singer, Yejin Choi, Swabha Swayamdipta

Comments Accepted to NAACL 2024 Findings

2404.04221 2024-04-08 cs.CL

How Lexical is Bilingual Lexicon Induction?

Harsh Kohli, Helian Feng, Nicholas Dronen, Calvin McCarter, Sina Moeini, Ali Kebarighotbi

Comments 8 pages, 4 figures. Paper accepted at NAACL Findings 2024

2404.04212 2024-04-08 cs.CL

Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation

Tong Su, Xin Peng, Sarubi Thillainathan, David Guzmán, Surangika Ranathunga, En-Shiun Annie Lee

Comments Accepted to the Findings of NAACL 2024

2404.04113 2024-04-08 cs.CL

BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models

Jacek Wiland, Max Ploner, Alan Akbik

Comments NAACL 2024

2311.09206 2024-04-08 cs.CL cs.AI cs.DB

TableLlama: Towards Open Large Generalist Models for Tables

Tianshu Zhang, Xiang Yue, Yifei Li, Huan Sun

Comments NAACL 2024 long paper

2303.16854 2024-04-08 cs.CL

AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators

Xingwei He, Zhenghao Lin, Yeyun Gong, A-Long Jin, Hang Zhang, Chen Lin, Jian Jiao, Siu Ming Yiu, Nan Duan, Weizhu Chen

Comments Accepted to NAACL 2024

2311.09635 2024-04-08 cs.CL

Evaluating In-Context Learning of Libraries for Code Generation

Arkil Patel, Siva Reddy, Dzmitry Bahdanau, Pradeep Dasigi

Comments NAACL 2024