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Conference on Empirical Methods in Natural Language Processing · 会议 · Natural Language Processing

共收录 7868
2310.14491 2023-10-24 cs.CL

Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models

Yifan Hou, Jiaoda Li, Yu Fei, Alessandro Stolfo, Wangchunshu Zhou, Guangtao Zeng, Antoine Bosselut, Mrinmaya Sachan

Comments This work is published in EMNLP 2023

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2310.14486 2023-10-24 cs.CL

Text Fact Transfer

Nishant Balepur, Jie Huang, Kevin Chen-Chuan Chang

Comments Accepted to EMNLP 2023 Main Conference

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2310.14408 2023-10-24 cs.IR

PaRaDe: Passage Ranking using Demonstrations with Large Language Models

Andrew Drozdov, Honglei Zhuang, Zhuyun Dai, Zhen Qin, Razieh Rahimi, Xuanhui Wang, Dana Alon, Mohit Iyyer, Andrew McCallum, Donald Metzler, Kai Hui

Comments Findings of EMNLP 2023

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2310.14404 2023-10-24 cs.CL cs.AI

Be Selfish, But Wisely: Investigating the Impact of Agent Personality in Mixed-Motive Human-Agent Interactions

Kushal Chawla, Ian Wu, Yu Rong, Gale M. Lucas, Jonathan Gratch

Comments Accepted at EMNLP 2023 (Main)

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2310.14393 2023-10-24 cs.CL cs.AI

Merging Generated and Retrieved Knowledge for Open-Domain QA

Yunxiang Zhang, Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang

Comments EMNLP 2023 - Camera Ready

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2310.14389 2023-10-24 cs.CL

Evaluating Subjective Cognitive Appraisals of Emotions from Large Language Models

Hongli Zhan, Desmond C. Ong, Junyi Jessy Li

Comments EMNLP 2023 (Findings) Camera-Ready Version

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2310.14340 2023-10-24 cs.CL

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

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

Comments Accepted in EMNLP 2023 Findings

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2310.14326 2023-10-24 cs.CL cs.AI

CLMSM: A Multi-Task Learning Framework for Pre-training on Procedural Text

Abhilash Nandy, Manav Nitin Kapadnis, Pawan Goyal, Niloy Ganguly

Comments Accepted to EMNLP Findings 2023, 14 pages, 4 figures

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2310.14325 2023-10-24 cs.CL

Towards Harmful Erotic Content Detection through Coreference-Driven Contextual Analysis

Inez Okulska, Emilia Wiśnios

Comments Accepted for 6th Workshop on Computational Models of Reference, Anaphora and Coreference at EMNLP 2023 Conference

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2310.14319 2023-10-24 cs.CL cs.FL

4 and 7-bit Labeling for Projective and Non-Projective Dependency Trees

Carlos Gómez-Rodríguez, Diego Roca, David Vilares

Comments Accepted for publication at EMNLP 2023

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2310.14282 2023-10-24 cs.CL cs.AI cs.IR

NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval

Uri Katz, Matan Vetzler, Amir DN Cohen, Yoav Goldberg

Comments Findings of EMNLP 2023

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2310.14261 2023-10-24 cs.CL cs.AI cs.LG

RSM-NLP at BLP-2023 Task 2: Bangla Sentiment Analysis using Weighted and Majority Voted Fine-Tuned Transformers

Pratinav Seth, Rashi Goel, Komal Mathur, Swetha Vemulapalli

Comments Accepted at The 1st Workshop on Bangla Language Processing (BLP 2023), EMNLP 2023

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2310.14198 2023-10-24 cs.CL

QA-NatVer: Question Answering for Natural Logic-based Fact Verification

Rami Aly, Marek Strong, Andreas Vlachos

Comments EMNLP 2023

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2310.14192 2023-10-24 cs.CL cs.AI

PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation

Gaurav Sahu, Olga Vechtomova, Dzmitry Bahdanau, Issam H. Laradji

Comments Accepted to EMNLP 2023 (Long paper)

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2310.14152 2023-10-24 cs.CL cs.LG

Orthogonal Subspace Learning for Language Model Continual Learning

Xiao Wang, Tianze Chen, Qiming Ge, Han Xia, Rong Bao, Rui Zheng, Qi Zhang, Tao Gui, Xuanjing Huang

Comments EMNLP 2023 findings

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2310.14126 2023-10-24 cs.CL cs.AI

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

Yuxiang Liu, Jie Huang, Kevin Chen-Chuan Chang

Comments Accepted to the Findings of EMNLP 2023. Camera-ready version

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2310.14124 2023-10-24 cs.CL

Structural generalization in COGS: Supertagging is (almost) all you need

Alban Petit, Caio Corro, François Yvon

Comments accepted at EMNLP 2023

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2310.14107 2023-10-24 cs.CL cs.AI

On the Transferability of Visually Grounded PCFGs

Yanpeng Zhao, Ivan Titov

Comments Accepted to EMNLP Findings 2023. Our code is available at https://github.com/zhaoyanpeng/cpcfg

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2310.14050 2023-10-24 cs.CL

Code-Switching with Word Senses for Pretraining in Neural Machine Translation

Vivek Iyer, Edoardo Barba, Alexandra Birch, Jeff Z. Pan, Roberto Navigli

Comments EMNLP (Findings) 2023 Long Paper

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2310.14047 2023-10-24 cs.CL

MeaeQ: Mount Model Extraction Attacks with Efficient Queries

Chengwei Dai, Minxuan Lv, Kun Li, Wei Zhou

Comments Accepted by EMNLP 2023 main conference

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2310.14034 2023-10-24 cs.CL cs.LG

Tree Prompting: Efficient Task Adaptation without Fine-Tuning

John X. Morris, Chandan Singh, Alexander M. Rush, Jianfeng Gao, Yuntian Deng

Comments Both first authors contributed equally; accepted to EMNLP 2023

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2310.14001 2023-10-24 cs.CL

Toward Stronger Textual Attack Detectors

Pierre Colombo, Marine Picot, Nathan Noiry, Guillaume Staerman, Pablo Piantanida

Comments Findings EMNLP 2023

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2310.13998 2023-10-24 cs.CL

Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models

Pierre Colombo, Victor Pellegrain, Malik Boudiaf, Victor Storchan, Myriam Tami, Ismail Ben Ayed, Celine Hudelot, Pablo Piantanida

Comments EMNLP 2023

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2310.13974 2023-10-24 cs.CL cs.SD eess.AS

Automatic Pronunciation Assessment -- A Review

Yassine El Kheir, Ahmed Ali, Shammur Absar Chowdhury

Comments 9 pages, accepted to EMNLP Findings

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2310.13961 2023-10-24 cs.CL cs.AI

Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs

Young-Suk Lee, Md Arafat Sultan, Yousef El-Kurdi, Tahira Naseem Asim Munawar, Radu Florian, Salim Roukos, Ramón Fernandez Astudillo

Journal ref EMNLP 2023

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2310.13915 2023-10-24 cs.CL cs.CY

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

Karina Vida, Judith Simon, Anne Lauscher

Comments to be published in EMNLP 2023 Findings

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2310.13864 2023-10-24 cs.CL

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

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

Comments Accepted by Findings of EMNLP 2023

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2310.13850 2023-10-24 cs.CL

Ecologically Valid Explanations for Label Variation in NLI

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

Comments Findings at EMNLP 2023. Overlap with previous version arXiv:2304.12443

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2310.13824 2023-10-24 cs.CL

Plausibility Processing in Transformer Language Models: Focusing on the Role of Attention Heads in GPT

Soo Hyun Ryu

Comments EMNLP-findings 2023

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2310.13800 2023-10-24 cs.CL

Evaluation Metrics in the Era of GPT-4: Reliably Evaluating Large Language Models on Sequence to Sequence Tasks

Andrea Sottana, Bin Liang, Kai Zou, Zheng Yuan

Comments Accepted at EMNLP 2023

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