Computation and Language

Papers filed under cs.CL on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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6,241 to 6,300 of 11,332

An analysis of incorporating an external language model into a sequence-to-sequence model
Anjuli Kannan, Yonghui Wu, Patrick Nguyen +3
eess.AScs.AIcs.CLarXiv:1712.01996v12017
Secrets of RLHF in Large Language Models Part I: PPO
Rui Zheng, Shihan Dou, Songyang Gao +24
cs.CLcs.AIcs.LGarXiv:2307.04964v22023
Testing of Detection Tools for AI-Generated Text
Debora Weber-Wulff, Alla Anohina-Naumeca, Sonja Bjelobaba +5
cs.CLcs.AIcs.CYarXiv:2306.15666v22023
BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks
Kai Zhang, Rong Zhou, Eashan Adhikarla +20
cs.CLcs.AIarXiv:2305.17100v42023
Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models
Peter Hase, Mohit Bansal, Been Kim +1
cs.LGcs.AIcs.CLarXiv:2301.04213v22023
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
Sebastian Gehrmann, Tosin Adewumi, Karmanya Aggarwal +53
cs.CLcs.AIcs.LGarXiv:2102.01672v32021
Incremental Knowledge Base Construction Using DeepDive
Jaeho Shin, Sen Wu, Feiran Wang +3
cs.DBcs.CLcs.LGarXiv:1502.00731v42015
Query2doc: Query Expansion with Large Language Models
Liang Wang, Nan Yang, Furu Wei
cs.IRcs.CLarXiv:2303.07678v22023
Any-to-Any Generation via Composable Diffusion
Zineng Tang, Ziyi Yang, Chenguang Zhu +2
cs.CVcs.CLcs.LGarXiv:2305.11846v12023
Transformers without Tears: Improving the Normalization of Self-Attention
Toan Q. Nguyen, Julian Salazar
cs.CLcs.LGstat.MLarXiv:1910.05895v22019
DiLu: A Knowledge-Driven Approach to Autonomous Driving with Large Language Models
Licheng Wen, Daocheng Fu, Xin Li +7
cs.ROcs.CLarXiv:2309.16292v32023
In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering
Sheng Liu, Haotian Ye, Lei Xing +1
cs.LGcs.AIcs.CLarXiv:2311.06668v32023
The IIT Bombay English-Hindi Parallel Corpus
Anoop Kunchukuttan, Pratik Mehta, Pushpak Bhattacharyya
cs.CLarXiv:1710.02855v22017
C3: Zero-shot Text-to-SQL with ChatGPT
Xuemei Dong, Chao Zhang, Yuhang Ge +5
cs.CLcs.AIarXiv:2307.07306v12023
Text Classification via Large Language Models
Xiaofei Sun, Xiaoya Li, Jiwei Li +4
cs.CLarXiv:2305.08377v32023
Survey of Vulnerabilities in Large Language Models Revealed by Adversarial Attacks
Erfan Shayegani, Md Abdullah Al Mamun, Yu Fu +3
cs.CLcs.CRcs.LGarXiv:2310.10844v12023
Problems With Evaluation of Word Embeddings Using Word Similarity Tasks
Manaal Faruqui, Yulia Tsvetkov, Pushpendre Rastogi +1
cs.CLarXiv:1605.02276v32016
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks
Frank F. Xu, Yufan Song, Boxuan Li +18
cs.CLarXiv:2412.14161v32024
Retrieving Relations, Detecting Fallacies: A RAG Approach to Political Debate Analysis
Deborah Dore, Greta Damo, Elena Cabrio +1
cs.AIcs.CLarXiv:2608.27471v12026
Learning Natural Language Inference using Bidirectional LSTM model and Inner-Attention
Yang Liu, Chengjie Sun, Lei Lin +1
cs.CLarXiv:1605.09090v12016
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text
Koustuv Sinha, Shagun Sodhani, Jin Dong +2
cs.LGcs.CLcs.LOarXiv:1908.06177v22019
On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning
Omar Shaikh, Hongxin Zhang, William Held +2
cs.CLarXiv:2212.08061v22022
DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models
Sam Ade Jacobs, Masahiro Tanaka, Chengming Zhang +4
cs.LGcs.CLcs.DCarXiv:2309.14509v22023
Selective Question Answering under Domain Shift
Amita Kamath, Robin Jia, Percy Liang
cs.CLcs.LGarXiv:2006.09462v12020
A Diagnostic Study of Explainability Techniques for Text Classification
Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma +1
cs.CLcs.LGarXiv:2009.13295v12020
Multi-view Knowledge Graph Embedding for Entity Alignment
Qingheng Zhang, Zequn Sun, Wei Hu +3
cs.AIcs.CLcs.LGarXiv:1906.02390v12019
Table-to-text Generation by Structure-aware Seq2seq Learning
Tianyu Liu, Kexiang Wang, Lei Sha +2
cs.CLcs.AIarXiv:1711.09724v12017
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis
Zhuofeng Li, Dongfu Jiang, Xueguang Ma +7
cs.IRcs.AIcs.CLarXiv:2603.20278v12026
Efficient Reasoning on the Edge
Yelysei Bondarenko, Thomas Hehn, Rob Hesselink +15
cs.LGcs.CLarXiv:2603.16867v22026
daVinci-Env: Open SWE Environment Synthesis at Scale
Dayuan Fu, Shenyu Wu, Yunze Wu +11
cs.SEcs.AIcs.CLarXiv:2603.13023v22026
Large language models can accurately predict searcher preferences
Paul Thomas, Seth Spielman, Nick Craswell +1
cs.IRcs.AIcs.CLarXiv:2309.10621v32023
Cross-Recurrence Quantification Analysis of Categorical and Continuous Time Series: an R package
Moreno I. Coco, Rick Dale
cs.CLstat.AParXiv:1310.0201v22013
Evolution of Semantic Similarity -- A Survey
Dhivya Chandrasekaran, Vijay Mago
cs.CLcs.IRarXiv:2004.13820v22020
PlotQA: Reasoning over Scientific Plots
Nitesh Methani, Pritha Ganguly, Mitesh M. Khapra +1
cs.CVcs.AIcs.CLarXiv:1909.00997v32019
Insertion Transformer: Flexible Sequence Generation via Insertion Operations
Mitchell Stern, William Chan, Jamie Kiros +1
cs.CLcs.LGstat.MLarXiv:1902.03249v12019
Multi-hop Reading Comprehension through Question Decomposition and Rescoring
Sewon Min, Victor Zhong, Luke Zettlemoyer +1
cs.CLcs.AIarXiv:1906.02916v22019
The Voice Conversion Challenge 2018: Promoting Development of Parallel and Nonparallel Methods
Jaime Lorenzo-Trueba, Junichi Yamagishi, Tomoki Toda +4
eess.AScs.CLcs.SDarXiv:1804.04262v12018
Unsupervised Domain Clusters in Pretrained Language Models
Roee Aharoni, Yoav Goldberg
cs.CLarXiv:2004.02105v22020
Universal Language Model Fine-tuning for Text Classification
Jeremy Howard, Sebastian Ruder
cs.CLcs.LGstat.MLarXiv:1801.06146v52018
Guiding Pretraining in Reinforcement Learning with Large Language Models
Yuqing Du, Olivia Watkins, Zihan Wang +5
cs.LGcs.AIcs.CLarXiv:2302.06692v22023
Language Modeling Is Compression
Grégoire Delétang, Anian Ruoss, Paul-Ambroise Duquenne +9
cs.LGcs.AIcs.CLarXiv:2309.10668v22023
Direct speech-to-speech translation with a sequence-to-sequence model
Ye Jia, Ron J. Weiss, Fadi Biadsy +4
cs.CLcs.LGcs.SDarXiv:1904.06037v22019
Blind Men and the Elephant: Probing the Epistemic Myopia of LLMs under Long-Tail Divergent Knowledge
Zhuoshi Pan, Junru Lu, Yan Qian +3
cs.CLarXiv:2608.28478v12026
DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models
Zhengfu He, Tianxiang Sun, Kuanning Wang +2
cs.CLcs.AIcs.LGarXiv:2211.15029v22022
Multilingual Constituency Parsing with Self-Attention and Pre-Training
Nikita Kitaev, Steven Cao, Dan Klein
cs.CLarXiv:1812.11760v22018
TLDR: Extreme Summarization of Scientific Documents
Isabel Cachola, Kyle Lo, Arman Cohan +1
cs.CLarXiv:2004.15011v32020
Zero-Resource Translation with Multi-Lingual Neural Machine Translation
Orhan Firat, Baskaran Sankaran, Yaser Al-Onaizan +2
cs.CLarXiv:1606.04164v12016
Reformulating Unsupervised Style Transfer as Paraphrase Generation
Kalpesh Krishna, John Wieting, Mohit Iyyer
cs.CLarXiv:2010.05700v12020
MDFEND: Multi-domain Fake News Detection
Qiong Nan, Juan Cao, Yongchun Zhu +2
cs.CLcs.AIcs.SIarXiv:2201.00987v12022
Hate Speech Detection and Racial Bias Mitigation in Social Media based on BERT model
Marzieh Mozafari, Reza Farahbakhsh, Noel Crespi
cs.SIcs.CLcs.IRarXiv:2008.06460v22020
One-Shot Relational Learning for Knowledge Graphs
Wenhan Xiong, Mo Yu, Shiyu Chang +2
cs.CLarXiv:1808.09040v12018
Training Software Engineering Agents and Verifiers with SWE-Gym
Jiayi Pan, Xingyao Wang, Graham Neubig +4
cs.SEcs.CLarXiv:2412.21139v22024
Double Graph Based Reasoning for Document-level Relation Extraction
Shuang Zeng, Runxin Xu, Baobao Chang +1
cs.CLcs.AIcs.LGarXiv:2009.13752v12020
WASSA-2017 Shared Task on Emotion Intensity
Saif M. Mohammad, Felipe Bravo-Marquez
cs.CLarXiv:1708.03700v12017
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
Yukang Chen, Shengju Qian, Haotian Tang +4
cs.CLcs.AIcs.LGarXiv:2309.12307v32023
Unsupervised Commonsense Question Answering with Self-Talk
Vered Shwartz, Peter West, Ronan Le Bras +2
cs.CLarXiv:2004.05483v22020
Contextualized Perturbation for Textual Adversarial Attack
Dianqi Li, Yizhe Zhang, Hao Peng +4
cs.CLarXiv:2009.07502v22020
Zero-Shot Entity Linking by Reading Entity Descriptions
Lajanugen Logeswaran, Ming-Wei Chang, Kenton Lee +3
cs.CLcs.LGarXiv:1906.07348v12019
GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot
Aohan Zeng, Zhengxiao Du, Mingdao Liu +5
cs.CLcs.SDeess.ASarXiv:2412.02612v12024
The Science of Detecting LLM-Generated Texts
Ruixiang Tang, Yu-Neng Chuang, Xia Hu
cs.CLcs.AIarXiv:2303.07205v32023

Computation and Language

An analysis of incorporating an external language model into a sequence-to-sequence model

Secrets of RLHF in Large Language Models Part I: PPO

Testing of Detection Tools for AI-Generated Text

BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks

Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models

The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics

Incremental Knowledge Base Construction Using DeepDive

Query2doc: Query Expansion with Large Language Models

Any-to-Any Generation via Composable Diffusion

Transformers without Tears: Improving the Normalization of Self-Attention

DiLu: A Knowledge-Driven Approach to Autonomous Driving with Large Language Models

In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering

The IIT Bombay English-Hindi Parallel Corpus

C3: Zero-shot Text-to-SQL with ChatGPT

Text Classification via Large Language Models

Survey of Vulnerabilities in Large Language Models Revealed by Adversarial Attacks

Problems With Evaluation of Word Embeddings Using Word Similarity Tasks

TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks

Retrieving Relations, Detecting Fallacies: A RAG Approach to Political Debate Analysis

Learning Natural Language Inference using Bidirectional LSTM model and Inner-Attention

CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text

On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning

DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models

Selective Question Answering under Domain Shift

A Diagnostic Study of Explainability Techniques for Text Classification

Multi-view Knowledge Graph Embedding for Entity Alignment

Table-to-text Generation by Structure-aware Seq2seq Learning

OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis

Efficient Reasoning on the Edge

daVinci-Env: Open SWE Environment Synthesis at Scale

Large language models can accurately predict searcher preferences

Cross-Recurrence Quantification Analysis of Categorical and Continuous Time Series: an R package

Evolution of Semantic Similarity -- A Survey

PlotQA: Reasoning over Scientific Plots

Insertion Transformer: Flexible Sequence Generation via Insertion Operations

Multi-hop Reading Comprehension through Question Decomposition and Rescoring

The Voice Conversion Challenge 2018: Promoting Development of Parallel and Nonparallel Methods

Unsupervised Domain Clusters in Pretrained Language Models

Universal Language Model Fine-tuning for Text Classification

Guiding Pretraining in Reinforcement Learning with Large Language Models

Language Modeling Is Compression

Direct speech-to-speech translation with a sequence-to-sequence model

Blind Men and the Elephant: Probing the Epistemic Myopia of LLMs under Long-Tail Divergent Knowledge

DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models

Multilingual Constituency Parsing with Self-Attention and Pre-Training

TLDR: Extreme Summarization of Scientific Documents

Zero-Resource Translation with Multi-Lingual Neural Machine Translation

Reformulating Unsupervised Style Transfer as Paraphrase Generation

MDFEND: Multi-domain Fake News Detection

Hate Speech Detection and Racial Bias Mitigation in Social Media based on BERT model

One-Shot Relational Learning for Knowledge Graphs

Training Software Engineering Agents and Verifiers with SWE-Gym

Double Graph Based Reasoning for Document-level Relation Extraction

WASSA-2017 Shared Task on Emotion Intensity

LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models

Unsupervised Commonsense Question Answering with Self-Talk

Contextualized Perturbation for Textual Adversarial Attack

Zero-Shot Entity Linking by Reading Entity Descriptions

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

The Science of Detecting LLM-Generated Texts