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most citedA Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models

123 citations · 141 across the 16 of their papers we have counts for

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11 papers · 1 filter

cs.CL2024

Overview of Factify5WQA: Fact Verification through 5W Question-Answering

Suryavardan Suresh, Anku Rani, Parth Patwa +6

Researchers have found that fake news spreads much times faster than real news. This is a major problem, especially in today's world where social media is the key source of news fo…

cs.CL2024

Counter Turing Test (): Investigating AI-Generated Text Detection for Hindi -- Ranking LLMs based on Hindi AI Detectability Index ()

Ishan Kavathekar, Anku Rani, Ashmit Chamoli +3

The widespread adoption of Large Language Models (LLMs) and awareness around multilingual LLMs have raised concerns regarding the potential risks and repercussions linked to the mi…

cs.CL2024★ 123 cited

A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models

S. M Towhidul Islam Tonmoy, S M Mehedi Zaman, Vinija Jain +4

As Large Language Models (LLMs) continue to advance in their ability to write human-like text, a key challenge remains around their tendency to hallucinate generating content that…

cs.CL2023

SEPSIS: I Can Catch Your Lies -- A New Paradigm for Deception Detection

Anku Rani, Dwip Dalal, Shreya Gautam +5

Deception is the intentional practice of twisting information. It is a nuanced societal practice deeply intertwined with human societal evolution, characterized by a multitude of f…

cs.CL2023★ 3 cited

Overview of Memotion 3: Sentiment and Emotion Analysis of Codemixed Hinglish Memes

Shreyash Mishra, S Suryavardan, Megha Chakraborty +9

Analyzing memes on the internet has emerged as a crucial endeavor due to the impact this multi-modal form of content wields in shaping online discourse. Memes have become a powerfu…

cs.CL2023★ 6 cited

Findings of Factify 2: Multimodal Fake News Detection

S Suryavardan, Shreyash Mishra, Megha Chakraborty +9

With social media usage growing exponentially in the past few years, fake news has also become extremely prevalent. The detrimental impact of fake news emphasizes the need for rese…

cs.CL2023★ 1 cited

FACTIFY3M: A Benchmark for Multimodal Fact Verification with Explainability through 5W Question-Answering

Megha Chakraborty, Khushbu Pahwa, Anku Rani +15

Combating disinformation is one of the burning societal crises -- about 67% of the American population believes that disinformation produces a lot of uncertainty, and 10% of them k…

cs.CL2023

FACTIFY-5WQA: 5W Aspect-based Fact Verification through Question Answering

Anku Rani, S. M Towhidul Islam Tonmoy, Dwip Dalal +5

Automatic fact verification has received significant attention recently. Contemporary automatic fact-checking systems focus on estimating truthfulness using numerical scores which…

cs.CL2023★ 3 cited

Factify 2: A Multimodal Fake News and Satire News Dataset

S Suryavardan, Shreyash Mishra, Parth Patwa +9

The internet gives the world an open platform to express their views and share their stories. While this is very valuable, it makes fake news one of our society's most pressing pro…

cs.CL2023★ 5 cited

Memotion 3: Dataset on Sentiment and Emotion Analysis of Codemixed Hindi-English Memes

Shreyash Mishra, S Suryavardan, Parth Patwa +9

Memes are the new-age conveyance mechanism for humor on social media sites. Memes often include an image and some text. Memes can be used to promote disinformation or hatred, thus…

cs.CL2021

Use of Formal Ethical Reviews in NLP Literature: Historical Trends and Current Practices

Sebastin Santy, Anku Rani, Monojit Choudhury

Ethical aspects of research in language technologies have received much attention recently. It is a standard practice to get a study involving human subjects reviewed and approved…